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Vault Cortex Obsidian MCP Server

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Vault Cortex 是一个独立的 MCP 服务器,为你的 Obsidian 仓库提供混合搜索、任务管理、结构化记忆,以及读写访问能力。无需插件,无需运行 Obsidian,无需单独的桥接。一个 Docker 容器、你的仓库文件夹、一整套工具 + 引导式提示词。将其部署在带有 Obsidian Sync 的远程服务器上,同一个仓库即可从你的手机、claude.ai 或任何远程 MCP 客户端访问,并通过 OAuth 2.1 保护。一键部署或自托管;无论哪种方式,仓库始终属于你。

目录 — 功能一览 · 快速开始 · 工作原理 · 混合搜索 · 记忆 · 任务 · 文件 · 工具 · 提示词 · 属性 · 配置 · 每日笔记 · 数据完整性 · 认证 · 部署选项 · 一键部署 · 社区部署

功能一览

  • 远程访问 — 可通过 OAuth 2.1 从你的手机、远程服务器或任何 MCP 客户端使用。在 Render 或 Railway 上单击即可完成,无需管理服务器;VPS 也可以。

  • 无需插件 — 无需运行 Obsidian。服务器直接处理磁盘上的 .md 文件。无头同步让仓库保持最新。

  • 混合搜索 — FTS5 关键词匹配 + 通过 RRF 融合的向量语义相似度,再经交叉编码器重排序,以处理意图密集的查询。关键词在精确术语和行话上保持精准;向量则能在你的用词与仓库不一致时找到笔记。

  • 结构化记忆 — 带日期、仅追加的条目累积成个人知识层,自动初始化以支持 AI 个性化。主题回忆以当前观点及其背后的日期历史来回答“我对 X 怎么看?”——包括观点的演变。

  • 任务 — 支持看板的任务查询与更新:按状态、日期或优先级分类,然后一次调用即可完成、调整优先级或在各列之间移动任务。可解析 Tasks 插件 的 emoji 和 Dataview 的内联字段格式。

  • 链接图 — 跨仓库的反向链接、出站链接和孤立笔记检测

  • 文件 — 也可以读取仓库中的非 Markdown 文件:图片以实际图片形式呈现(需要时缩小以适配),PDF 以结构化文本或渲染页面呈现,画布以可读大纲呈现,数据文件以文本呈现

  • Obsidian 原生 — 理解 frontmatter、wikilinks、标签、标题和每日笔记

  • 引导式工作流 — 内置用于仓库健康、记忆回顾和每日对账的提示词——每次都由实时仓库数据组装而成

在为期 15 天的欧洲之旅中经过测试。 来自手机的 30 多个会话、216 次工具调用,全程无需使用笔记本电脑。一个会话中的写入在下一个会话中立即可用,跨越城市与日期。


Related MCP server: Vault MCP Server (mschuchard)

快速开始

本地(2 分钟 — Docker + 你的仓库文件夹)

前置要求: Docker(或兼容 Docker 的运行时,例如 OrbStack、Colima、Podman)、Node.js >= 20.12(仅用于 CLI——服务器本身运行在 Docker 中),以及一个 Obsidian 仓库(或任何包含 .md 文件的文件夹)。

npx vault-cortex@latest init

就这样——CLI 会询问你的仓库路径,生成认证令牌和配置文件,启动服务器,并打印 MCP 客户端的连接详情(CLI 参考 →)。

npx vault-cortex@latest init — the interactive setup wizard picks a mode, finds your vault, offers the optional settings, generates the config, and starts the server

使用 CLI 进行设置? 从现在起由它管理服务器——configure、upgrade、start、restart、logs、down(CLI 参考 →)。

使用 Compose 进行设置? 更新时也请继续使用 Compose(docker compose pull && docker compose up -d)——CLI 和 Compose 独立管理容器。

# 1. Get the quickstart files
curl -O https://raw.githubusercontent.com/aliasunder/vault-cortex/main/deploy/local/docker-compose.yml
curl -O https://raw.githubusercontent.com/aliasunder/vault-cortex/main/deploy/local/.env.example

# 2. Configure
cp .env.example .env
# Edit .env — set MCP_AUTH_TOKEN (openssl rand -hex 32) and VAULT_PATH

# 3. Start
docker compose up

完整本地指南 →(包括 Windows 设置)

远程(随时随地访问)

将你的仓库放在服务器上,由 Obsidian Sync 保持最新,可从你的手机、claude.ai 或任何 MCP 客户端访问。一键选项会要求你提供 Obsidian Sync 令牌、仓库名称和时区(如果仓库已加密,还需提供仓库密码),然后处理 HTTPS、重启、生成的 MCP 令牌,以及仓库及其索引的持久化存储。在你自己的服务器上,CLI 会询问公共 URL 和仓库名称,为你获取 Sync 令牌,并生成 MCP 令牌;HTTPS 由你自己设置。

Railway

Render

自托管

Deploy on Railway

Deploy to Render

CLI 设置 →

账户

Railway 的 Hobby 计划或更高版本——包含 5 GB 卷

Render,需绑定银行卡

一台装有 Docker 的 VPS

费用

按用量计费:个人仓库通常每月 20–30 美元——安静仓库略低于 Render,繁忙仓库略高于 Render

固定费用:Standard 实例(2 GB)和 5 GB 磁盘约每月 26 美元,按秒计费

取决于你的 VPS 费用

适用场景

你想要更简单的起步——模板会带你进入一个已配置好的项目

可预测的账单比设置体验更重要

你已经运行着一台服务器,或者想要完全控制

指南

Railway 指南 →

Render 指南 →

远程指南 →

三者都需要 Obsidian Sync 订阅。无论你选择哪一个,服务器都是可替换的,而你的仓库不是——它始终以纯 Markdown 形式保存在 Obsidian Sync 和你的设备上;容器只保存一份副本。

自托管:你自己的 VPS

vault-cortex CLI 可以在你运行的任何 Linux 机器上设置相同的容器——由你管理服务器、镜像和更新。CLI 本身需要 Node.js >= 20.12;服务器运行在 Docker 中。

# On your VPS:
npx vault-cortex@latest init --mode remote

就这样——CLI 会引导你完成公共 URL、Obsidian Sync 令牌(它可以为你运行 get-sync-token)、仓库名称、加密仓库的仓库密码以及认证配置,然后启动服务器(CLI 参考 →)。

使用 CLI 进行设置? 从现在起由它管理服务器——configure、upgrade、start、restart、logs、down(CLI 参考 →)。

使用 Compose 进行设置? 更新时也请继续使用 Compose(docker compose pull && docker compose up -d)——CLI 和 Compose 独立管理容器。

# On your VPS:
mkdir -p /opt/vault-cortex && cd /opt/vault-cortex
curl -O https://raw.githubusercontent.com/aliasunder/vault-cortex/main/deploy/remote/docker-compose.yml
curl -O https://raw.githubusercontent.com/aliasunder/vault-cortex/main/deploy/remote/.env.example
cp .env.example .env
# Edit .env — set MCP_AUTH_TOKEN, PUBLIC_URL, OBSIDIAN_AUTH_TOKEN, VAULT_NAME
docker compose up -d

连接你的 MCP 客户端

设置

服务器 URL

本地

http://localhost:8000/mcp

远程(一键部署)

https://<host>/mcp — <host> 是 Render 或 Railway 在服务页面上显示的域名

远程(自托管)

<PUBLIC_URL>/mcp

在任何 MCP 客户端中添加服务器 URL——Claude Code、Claude Desktop、Cursor、OpenCode 或任何其他客户端。OAuth 客户端会在你的浏览器中打开一个同意页面——使用你的令牌批准,之后客户端会处理令牌续期。不支持 OAuth 的客户端(MCP Inspector、脚本)会直接将令牌作为 Authorization: Bearer 头发送。

Claude Code:

claude mcp add --scope user --transport http vault-cortex http://localhost:8000/mcp   # local (or <PUBLIC_URL>/mcp)

--scope user 为每个项目注册服务器;省略它则仅将其限定在当前目录。

“Add custom connector” 对话框仅接受 https URL。使用 https PUBLIC_URL 时,直接在连接器对话框中添加;对于 localhost 服务器,则通过 mcp-remote stdio 桥接将其注册到 claude_desktop_config.json 中:

{
  "mcpServers": {
    "vault-cortex": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "http://localhost:8000/mcp",
        "--header",
        "Authorization: Bearer <your MCP_AUTH_TOKEN>"
      ]
    }
  }
}

claude.ai(网页和移动端) 仅连接到远程设置——其连接器在服务端获取,永远无法访问 localhost。

“Remote MCP server” 指的是连接类型(HTTP)——在本地设置中,服务器仍然完全运行在你的机器上。

有关这两种方法和令牌生命周期,请参阅 身份验证。


工作原理

一切都在一个 Docker 容器中运行,直接处理磁盘上的 .md 文件:

  • 你的笔记库始终是事实来源 — 服务器读取和写入的,正是你的 Obsidian 应用所使用的同一批纯 Markdown 文件。

  • 搜索是派生数据 — 文件监视器会在笔记变化时保持索引(关键词 + 向量)最新,并且可以随时从你的笔记重建。

  • 远程镜像增加了一个同步循环 — 内置的 Obsidian Sync 服务使容器的笔记库与每台设备保持同步:在手机上编辑笔记,片刻后即可被搜索到;代理写入笔记后,它会出现在 Obsidian 中。

graph LR
    subgraph container ["One Docker container"]
        Sync["sync service<br/>(remote image)"]
        Vault[("/vault<br/>.md files — source of truth")]
        Index[("search index<br/>keywords + vectors")]
        Server["MCP server"]
        Sync <-->|read/write| Vault
        Vault -->|file watcher| Index
        Server <-->|read/write| Vault
        Server -->|query| Index
    end
    Obsidian["Your Obsidian apps<br/>(phone, laptop)"] <-->|Obsidian Sync| Sync
    Client["Any MCP client<br/>(Claude, Cursor, claude.ai)"] -->|OAuth 2.1 / Bearer| Server

有关完整设计、认证流程图和组件分解,请参阅 ARCHITECTURE.md。


混合搜索

当你的词汇与笔记库不匹配时,仅靠关键词搜索就会失效——“aspirations”找不到关于“targets”的笔记,“coworkers”也不会让“references”文件浮出水面。在针对真实笔记库的测试中,30% 的自然语言查询仅靠关键词会返回零结果或无关结果。混合搜索消除了这些遗漏——向量弥合了词汇鸿沟,重排序器则挽救了那些单独信号都不强的意图密集型查询。

混合搜索通过 Reciprocal Rank Fusion 结合三种排序信号:

  • 关键词(FTS5)在精确术语、行话和属性值上保持精准

  • 向量(sqlite-vec)通过语义匹配弥合词汇鸿沟

  • 重排序器(cross-encoder)通过联合评分每个查询-文档对来优化排序——在关键词和向量都失效时挽救意图密集型查询

所有模型均在本地运行(总计约 45MB,无外部 API)。设置 EMBEDDING_ENABLED=false 可仅进行关键词搜索,或设置 RERANK_MODE=none 以跳过重排序来降低延迟。

有关模型详情、混合权重和完整流水线分解,请参阅 ARCHITECTURE.md → 混合搜索。


记忆

一个只增不减的记忆层,只有当代理能够检索到正确的条目而无需将所有内容倾倒入上下文时才有用。一旦你在多个文件中拥有数百条带日期的条目——偏好、原则、沟通风格、持续承诺——读取整个文件会浪费上下文在无关材料上,并埋没信号。记忆系统专为定向检索而设计:代理随时间积累知识,并准确回忆与当前任务相关的内容。

该层是一个纯 Markdown 文件文件夹(默认:About Me/),在主题标题下保存带日期的条目——首次运行时通过起始模板自动创建,由代理通过 vault_update_memory 增长。三个特性使其发挥作用:

  • 仅追加 — 条目永远不会被覆盖;更正以新的带日期条目形式出现。该层成为个人知识库,既捕捉你的当前状态,也捕捉其背后的演变过程

  • 主题回忆 — vault_memory_recall 一次性检索所有记忆文件中的每个相关条目,同时进行关键词和语义匹配,按时间从旧到新排列。问“我对 X 有什么看法?”即可获得当前观点以及其发展的带日期历史——无需阅读整个文件或猜测哪个文件包含什么

  • 增长而不退化 — 对结果设置上限(max_results)会丢弃最不相关的条目,而绝不会截取时间线片段。拥有 500 个条目的记忆层与拥有 50 个条目的记忆层一样能很好地服务定向查询

描述当前状态而非历史事实的文件(日常惯例、进行中的承诺)可以在 frontmatter 中声明 entry-policy: living——其过期条目可被修剪而非保留,从而保持当前状态图景的准确性。

整个层都是可选的——设置 MEMORY_ENABLED=false 可隐藏记忆工具并完全跳过文件夹自动创建。

有关召回流水线、索引模型、自动初始化和退出行为,请参阅 ARCHITECTURE.md → 记忆;有关文件格式、entry-policy 约定和起始模板,请参阅 templates/memory。


任务

任务元数据存在于纯 markdown 中——分散在文件中,以 emoji 标记或内联字段编码,组织在看板标题下。代理回答“什么逾期了?”时需要解析每个文件并理解你选择的格式;在看板上完成任务意味着需要知道看板的泳道结构、日期语法以及哪个标题是完成泳道。

任务层处理了这一切,因此代理无需亲自处理:

  • 查找 — 按状态、六个日期字段(截止、计划、开始、创建、完成、取消)、优先级、文件夹或看板泳道筛选。每个结果都带有其笔记路径、行号,以及任务所在位置最近的标题(看板上的泳道)——无需后续读取即可定位任务

  • 创建 — 一次调用即可添加格式正确的任务:描述、优先级、日期、block_id 和清单子项,放置在标题下或嵌套在父任务下

  • 更新 — 在单次调用中完成、重新排序、编辑文本、设置或清除日期、添加清单项以及在标题之间移动任务。将任务标记为完成会自动检测完成泳道并盖上完成日期;撤销操作则会移除该日期

  • 两种格式 — 无论你使用哪种格式,Tasks plugin 的 emoji 标记还是 Dataview 的内联字段,服务器都能读取两者,并以你的 Tasks 插件所配置的格式写入

有关索引模型、日期级联排序和看板泳道检测,请参阅 ARCHITECTURE.md → 任务。


文件

你的笔记嵌入了截图、引用架构图,并链接到画布和数据文件——但对于阅读 markdown 的代理来说,![[diagram.png]] 只是文本。vault-cortex 将文件视为笔记库的一部分,而不是其周围的杂乱内容——以代理实际可用的形式进行链接、调整大小和读取:

  • 图片 — 是图片本身,而不是文件名。当截图和图表超过 MCP 客户端可接受的范围时,会在服务端进行缩小和重新压缩,因此即使是手机会话也能查看 5MB 的架构图

  • 画布 — Canvas 看板以可读大纲的形式呈现:其分组、每张卡片的阅读顺序内容,以及它们之间的连接。Canvas 内容支持全文搜索,看板上的文件引用会出现在链接图中——反向链接和出站链接的工作方式与笔记间链接相同。当需要完全保真时,只需一个标志即可获得精确的 JSON 源

  • PDF — 提取文本时保留标题层级、代码块和超链接;PDF 内容与你的笔记一起支持全文搜索。设置 raw: true 可改为将页面渲染为图像,显示文本提取无法保留的布局、图表和表格——扫描版和纯图像 PDF 在此模式下可用

  • 文本和数据文件 — TXT、SVG、JSON、XML、CSV、YAML、日志和 Bases 文件按原样返回;前 100 KB 内容支持全文搜索。大数据文件和日志可以一次读取一个行范围,每页都会报告你所在的位置以及剩余文件量

  • 浏览 — 列出任何可见文件夹中的文件,并按扩展名统计数量和文件大小;笔记链接到的文件也会在链接图中报告其大小

设置 FILE_TOOLS_ENABLED=false 可隐藏文件工具——当你的远程笔记库在没有附件的情况下同步时,这很有用。

有关图像流水线和分发模型,请参阅 ARCHITECTURE.md → 文件。


工具

类别

工具

描述

Vault CRUD

vault_read_note

读取笔记——全文、属性、大纲或某个章节

vault_write_note

创建笔记(若已存在则失败;设置 overwrite 可替换)

vault_patch_note

针对标题的编辑(追加、前置、带 include_children 保护地替换、插入)

vault_replace_in_note

在笔记中查找并替换文本(首个匹配或 replace_all_occurrences)

vault_delete_span

通过短锚点删除一段行,无需完整重新引用

vault_replace_span

通过短锚点将一段行替换为新内容

vault_insert_at_anchor

在由短锚点标识的行之前或之后插入内容

vault_list_notes

列出笔记,可选用 glob/文件夹过滤器

vault_delete_note

删除笔记(强制执行保护路径)

vault_move_note

移动或重命名笔记,并重写整个 vault 中的链接

搜索

vault_search

带标签/文件夹/属性/日期过滤器的混合搜索

vault_search_by_tag

按标签查找笔记(精确或前缀匹配)

vault_search_by_folder

浏览文件夹中的笔记及其元数据

vault_recent_notes

最近修改或创建的笔记

vault_list_tags

所有标签及其使用次数

任务

vault_list_tasks

全 vault 任务索引,含子任务深度——支持 Kanban,带日期/优先级/标题过滤器

vault_create_task

一次调用创建格式正确的任务——日期、优先级、子任务、block_id

vault_update_task

一次调用编辑描述、日期、状态、优先级、标题、子任务、block_id

记忆

vault_get_memory

读取结构化记忆(文件、章节或全部)

vault_update_memory

向记忆章节追加带日期的条目

vault_delete_memory

按日期移除特定的记忆条目

vault_list_memory_files

发现记忆文件、其章节以及每个文件的条目策略

vault_memory_recall

跨记忆文件对某个主题进行条目级混合召回,按从旧到新排序

属性

vault_list_property_keys

所有属性键及示例值

vault_list_property_values

某个属性键的不同取值

vault_search_by_property

按属性键值查找笔记

vault_update_properties

添加或更新属性而不改动正文

链接

vault_get_backlinks

链接到指定路径的笔记

vault_get_outgoing_links

从指定笔记出发的链接

vault_find_orphans

没有入链的笔记

文件

vault_read_file

读取非 markdown 文件——图片以图片形式交付,画布以可读大纲形式交付

vault_list_files

浏览 vault 中的非 markdown 文件,含大小和按扩展名统计的数量

每日笔记

vault_get_daily_note

今天(或任意日期)的每日笔记


提示词

工具是模型驱动的——由助手调用它们。提示词则是由你触发的工作流。每个提示词在调用时会查询搜索索引、链接图和记忆层,然后按照引导式指令汇总结果——因此会话开始时基于你 vault 的实际状态,而非假设。

提示词

参数

作用

vault-orientation

—

调查 vault 统计信息、文件夹分布、属性采用率(标记低采用率)、孤立笔记、断链数量、标签、最近笔记以及记忆层——并附有上下文相关的工具建议

memory-review

file?, max_chars?

结构概览(范围 callout、章节条目数)+ 按时间线排列的带日期内容。引导式反思:演变叙述、范围契合度、回填缺口和覆盖分析——默认仅追加,仅对 entry-policy: living 文件提出修剪建议。当 MEMORY_ENABLED=false、READONLY_MODE=true 或 DISABLED_TOOLS 包含 vault_update_memory 时隐藏。

daily-review

date?, max_chars?

核对一天的情况——每日笔记、全 vault 任务状态(到期/逾期、已安排)、修改过的笔记、出链(断链检测)和反链——呈现发生了什么、哪些尚未完成、哪些需要跟进

提示词会适配你的配置(MEMORY_DIR、每日笔记设置),并且开箱即用地适用于任何 vault。如果你的客户端有负载限制,可传入 max_chars 来限制嵌入内容的大小。

客户端支持: 提示词适用于 Claude Desktop(Chat 和 Cowork——通过连接器下的 + 菜单)、Claude Code(斜杠命令)和 OpenCode。其他客户端(Cursor、Windsurf)的支持情况各不相同——请参阅 MCP 客户端矩阵 了解最新信息。


属性

Vault Cortex 会索引你笔记中的每一个属性,但有五个会获得提升待遇——专门的列用于快速过滤,以及每个搜索和发现结果中的顶层字段:

属性

你可以做什么

title

搜索结果中的显示名称;缺失时回退为文件名

tags

按标签搜索和过滤,包括父子层级(project 匹配 project/vault-cortex)

type

按笔记类型过滤——meeting、person、session-log 或你的 vault 使用的任何值

created

按创建日期排序,并在每个搜索结果旁查看每条笔记的创建时间

related

过滤交叉引用特定链接的笔记——揭示不通过图谱查询就不可见的连接

所有其他属性仍然可以完全查询——使用带 filters.properties 的 vault_search 进行文本 + 元数据组合查询,或使用 vault_search_by_property 进行仅元数据查询。vault_list_property_keys 和 vault_list_property_values 可发现你的 vault 中存在哪些属性。

这些是约定而非要求——Vault Cortex 适用于任何属性模式。提升属性只是让你开箱即用地获得更丰富的过滤和更干净的结果。

前置 callout 也获得同样的待遇。当笔记正文的第一项内容是 Obsidian callout(> [!type])——无论是紧跟在 frontmatter 之后还是标题之后——它都会被索引,并与每个发现结果一起呈现(在 vault_search 上,使用 include_leading_callout 请求它)。这让笔记具有自描述性:扫描结果的代理可以在决定阅读哪篇之前看到每篇笔记的用途。记忆模板使用 > [!info] Scope of this file callout 来实现这一点,你 vault 中的任何笔记都可以使用相同的模式。


配置

所有设置都是带有合理默认值的环境变量。远程部署还会转发 Obsidian Sync 自身的设置——DEVICE_NAME、SYNC_MODE、CONFLICT_STRATEGY、SYNC_CONFIGS、SYNC_EXCLUDED_FOLDERS、SYNC_FILE_TYPES——详见远程指南的配置表。

变量

是否必需?

默认值

描述

MCP_AUTH_TOKEN

是

—

用于身份验证的 Bearer 令牌(同时也是 JWT 签名密钥)

VAULT_PATH

仅本地

—

指向你的仓库的主机路径(绑定挂载源;远程部署使用命名卷)

PUBLIC_URL

仅远程

—

用于 OAuth 发现元数据的公共 URL。在 Render 和 Railway 上,若未设置,将自动填充(取自 RENDER_EXTERNAL_URL 或 RAILWAY_PUBLIC_DOMAIN)

OBSIDIAN_AUTH_TOKEN

仅远程

—

Obsidian Sync 身份验证令牌 —— CLI 的 get-sync-token 会为你自动获取

VAULT_NAME

仅远程

—

你的 Obsidian Sync 仓库的确切名称(区分大小写)

VAULT_PASSWORD

仅远程

—

端到端加密密码,如果你的仓库设置了密码。否则留空。

STORAGE_ROOT

—

—

为所有需要持久化的内容(仓库、搜索索引和 Obsidian Sync 状态)设置一个统一目录,适用于允许单个持久卷的容器托管平台(Railway、Render)。将卷挂载到该路径,并将此变量设置为同一路径

EMBEDDING_ENABLED

—

true

设为 false 可禁用嵌入流水线 —— 跳过模型下载、向量表、嵌入处理和混合搜索。搜索将回退到 FTS5 关键词匹配。

RERANK_MODE

—

blended

交叉编码器重排序模式:blended 在 RRF 融合后应用位置感知的分数混合(增加约 200ms 延迟),none 跳过重排序。仅在 EMBEDDING_ENABLED 为 true 时生效。

MEMORY_ENABLED

—

true

设为 false 可完全禁用记忆层 —— 隐藏记忆工具、跳过引导、从服务器元数据中省略记忆。当为 false 时,MEMORY_DIR 被忽略。

FILE_TOOLS_ENABLED

—

true

设为 false 可隐藏文件工具(vault_read_file、vault_list_files)—— 适用于 Obsidian Sync 已禁用附件同步的远程部署。

READONLY_MODE

—

false

设为 true 可隐藏所有会修改仓库的工具,并跳过记忆文件夹的自动创建 —— 连接的客户端可以读取和搜索,但永远无法编辑。

DISABLED_TOOLS

—

—

按名称隐藏单个工具,用逗号分隔(例如 vault_delete_note,vault_move_note)。名称与 工具表 中的名称列匹配。仅做减法 —— 它无法重新启用被其他设置隐藏的工具。未知的工具名称会在启动时阻止服务器运行,因此拼写错误会立即暴露。

MEMORY_DIR

—

About Me

用于存放结构化记忆文件的仓库文件夹

PROTECTED_PATHS

—

MEMORY_DIR、每日笔记文件夹

vault_delete_note 和 vault_move_note 拒绝操作的文件夹。默认的每日笔记文件夹从 DAILY_NOTES_FOLDER 或 .obsidian/daily-notes.json 读取(默认为 Daily Notes)。设置后将完全覆盖默认值。

ORPHAN_EXCLUDE_FOLDERS

—

DAILY_NOTES_FOLDER, Templates, MEMORY_DIR

从孤立检测中排除的文件夹

DAILY_NOTES_FOLDER

—

来自仓库配置

设置你的每日笔记所在的文件夹。未设置时,从仓库的 .obsidian/daily-notes.json 读取,回退到 Daily Notes。参见 每日笔记。

DAILY_NOTES_FORMAT

—

来自仓库配置

设置每日笔记文件名格式 —— 与 Obsidian 的每日笔记日期格式设置使用相同的标记。未设置时,从仓库的 .obsidian/daily-notes.json 读取,回退到 YYYY-MM-DD。参见 每日笔记。

TZ

—

UTC

用于时间戳和每日笔记解析的 IANA 时区

SERVICE_DOCUMENTATION_URL

—

GitHub 仓库 URL

在 OAuth 发现元数据中返回的 URL

LOG_LEVEL

—

info

日志详细程度:debug、info、warn、error

LOG_DIR

—

/data/logs(远程)、$STORAGE_ROOT/data/logs(单卷)、none(本地)

存放可在容器重建后保留的日志文件的目录。容器自身的日志(即 docker logs 显示的内容)始终会写入,但 Docker 会在容器被重建时(镜像更新或配置变更时)将其丢弃。LOG_DIR 下带日期戳的文件存放在数据卷上,可以保留。none 仅保留容器日志。

LOG_RETENTION_DAYS

—

90

启动时自动清理前日志文件的保留天数;仅在 LOG_DIR 为路径时生效

WINDOWS_MODE

—

false

在 Windows 上?设为 true。将文件监视器切换为轮询模式,并将笔记移动改为基于重命名的写入,从而使 C: 盘上的仓库可以通过 Docker Desktop 正常工作。在任何 Windows 环境中都可以安全地保持开启;在 macOS/Linux/WSL2 上不需要。

MAX_FILE_BYTES

—

52428800(50 MiB)

vault_read_file 将读取的最大文件大小(以字节为单位)。超过此大小的文件会在读取前被拒绝。如果仓库中有非常大的单个文件,请调高此值。

MAX_IMAGE_OUTPUT_BYTES

—

49152(48 KiB)

vault_read_file 交付图像的字节预算,以 base64 编码前的二进制字节计。超过此大小的图像会被缩小并重新压缩以适配。此值按主流 MCP 客户端最严格的上限设计;对于接受更大响应的客户端,可以调高。

MAX_PDF_RENDER_PAGES

—

5

当 vault_read_file 设置了 raw: true 时,要渲染为图像的最大 PDF 页数。每页的字节预算为 MAX_IMAGE_OUTPUT_BYTES 在渲染的各页之间平均分配 —— 页数越少,每页质量越高。

TRUST_PROXY_HOPS

—

0

用于从 X-Forwarded-For 推导客户端 IP 的可信反向代理跳数(OAuth 速率限制、请求日志)。当恰好有一个你控制的反向代理位于服务器前面时(Caddy、nginx、Cloudflare Tunnel、API Gateway),设为 1。为 0 时,注入的转发头会被忽略。

TRUST_FORWARDED_HOPS

—

0

RFC 7239 Forwarded 头中末尾的多少个 for= 条目属于你控制的代理。0 忽略该头;当前面的代理写入它时设为 1(例如 AWS API Gateway);当 CDN 位于该代理之前且是访问它的唯一途径时设为 2。

  • 智能默认值 — MEMORY_DIR 和日记文件夹为 PROTECTED_PATHS 和 ORPHAN_EXCLUDE_FOLDERS 提供默认值。仅当您想要完全自定义列表时,才显式设置其中一个:该值会替换整个默认值,包括日记文件夹。

    • PROTECTED_PATHS 从 DAILY_NOTES_FOLDER 或 .obsidian/daily-notes.json 读取日记文件夹(默认 Daily Notes)。

    • ORPHAN_EXCLUDE_FOLDERS 从 DAILY_NOTES_FOLDER 获取,否则使用 Daily Notes — 它不读取 daily-notes.json。

  • MEMORY_ENABLED=false 完全禁用记忆层 — 记忆工具被隐藏,记忆文件夹不会被自动创建。

  • FILE_TOOLS_ENABLED=false 完全隐藏文件工具 — 当 Obsidian Sync 禁用了附件同步且磁盘上不存在文件时很有用。

  • READONLY_MODE=true 隐藏所有写入 vault 的工具,并跳过记忆文件夹的自动创建 — 连接的客户端可以读取和搜索,但永远无法编辑。

  • DISABLED_TOOLS 精确隐藏您指定的工具 — 比上述开关提供更精细的控制,例如保留写入功能但移除 vault_delete_note 和 vault_move_note。工具描述和提示中基于可用性的交叉引用会自动调整。

参见 templates/memory/ 了解记忆文件示例和日期条目设计理念。

日记

vault_get_daily_note 和日记回顾提示使用您在 Obsidian 中配置的文件夹和文件名日期格式来查找日记,该配置从您的 vault 的 .obsidian/daily-notes.json 中读取:

  • 本地模式 直接从您挂载的 vault 中读取该文件 — 无需任何设置。

  • 远程模式 通过 Obsidian Sync 的 vault 配置同步接收它。服务器默认拉取该配置(.env 中的 SYNC_CONFIGS 设置),但您可能需要启用推送端:Obsidian 设置 → 同步 → Vault 配置同步,按设备启用。详情请参阅远程指南的日记部分。

当该文件不可用 — 或者您使用 Periodic Notes 插件(该文件不反映其设置)时,请设置 DAILY_NOTES_FOLDER(任何 vault 相对路径:Journal、Planner/Daily)和 DAILY_NOTES_FORMAT(与 Obsidian 日期格式设置相同的标记:YYYY-MM-DD-dddd、YYYY/MM/DD、MMM D, YYYY、…)。您可以设置其中一个或两个 — 已设置的值始终优先于配置文件。如果两个来源都没有,服务器将回退到 Daily Notes 和 YYYY-MM-DD。

注意: 一些日期格式标记不受支持 — 序数(Do、Mo、DDDo、wo)、dd(2 字母星期)、d(星期数字)、e、k/kk,以及本地化格式(L–LLLL、LT、LTS)。服务器无法重现 Obsidian 使用这些标记创建的文件名,因此永远找不到这些笔记。如果您的格式使用了其中任何一个,vault_get_daily_note 会返回明确的错误 — 请在 Obsidian 中更改格式,或将 DAILY_NOTES_FORMAT 设置为受支持的替代方案。


数据完整性

Vault Cortex 写入个人笔记 — 文件安全层的设计目的是防止损坏,而不仅仅是错误。

  • 原子写入 — 每次文件写入都会先暂存到临时文件,然后重命名。读者永远不会看到部分或 0 字节的笔记。独占创建使用 link()(POSIX 无覆盖)来缩小笔记移动时的 TOCTOU 窗口。

  • 每文件互斥锁 — 并发的 MCP 工具调用按文件串行化或快速失败。移动操作将源文件、目标文件和每个反向链接源作为一个整体锁定。

  • 路径遍历被阻止 — resolveSafePath() 先解析然后对每个路径进行前缀检查。受保护路径的删除在规范化后被拒绝。记忆文件名在边界处拒绝分隔符。

  • 隐藏路径不可访问 — 以点开头的文件和文件夹(.obsidian/、.trash/)永远不会出现在列表或搜索中,任何直接针对它们的工具调用都会被拒绝,与 Obsidian 一致。插件配置及其 API 密钥始终不可触及。

  • 注入防护 — 搜索查询参数化并通过 FTS5 消毒;提示内容包裹在 XML 数据标记中,并带有闭合标签转义,以防止标签逃逸注入。

  • 容器加固 — 非 root 用户、PID 1 init、运行时镜像中无包管理器、摘要固定的基础镜像、优雅关闭。

有关机制详情,请参阅 ARCHITECTURE.md → 数据完整性,有关服务器各部分如何加固的信息,请参阅 SECURITY.md → 运行时加固。


身份验证

对于可以读写个人笔记的服务器,身份验证不是可选项。Vault Cortex 实现了完整的 OAuth 2.1 规范,包括 PKCE 和刷新令牌轮换。AWS (SST) 部署 增加了纵深防御:请求在两个独立的层(API Gateway Lambda 授权器 + Express 中间件)进行验证。根据 BlueRock 的 2026 MCP 安全分析,只有 8.5% 的 MCP 服务器实现了 OAuth;41% 完全没有身份验证。

两种方法:

方法

使用者

令牌格式

OAuth 2.1

Claude Desktop、Claude Code、claude.ai、任何 OAuth 客户端

JWT (HS256, 24h)

静态 Bearer

Claude Code、MCP Inspector、curl

原始 MCP_AUTH_TOKEN

OAuth 使用动态客户端注册 — 无需 Client ID/Secret。浏览器中会打开一个同意页面;输入您的 MCP_AUTH_TOKEN 以批准。刷新令牌有 60 天的滑动过期时间(日常用户永远不需要重新验证)。轮换 MCP_AUTH_TOKEN 会终止所有会话 — 每个客户端通过同意页面重新授权。

有关完整流程图,请参阅 ARCHITECTURE.md → 身份验证。


部署选项

本地运行在您的机器上。远程部署运行在 VPS 或托管容器平台上 — 即使您的笔记本电脑合上,您的 vault 仍然可以访问。

无论您选择哪条路径,服务器都是可替换的,而您的 vault 不是。您的笔记是纯 Markdown 文件,由 Obsidian 同步到您拥有的每台设备;容器保存一份副本和一个可以从头重建的索引。关闭 VPS、删除 Render 或 Railway 服务、更换主机 — 相同的文件仍然在您的机器和 Obsidian Sync 中,可以被任何工具读取。这就是与真正归宿是供应商数据库的 AI 笔记本的区别:在这里,主机是一种便利,而不是保管者。

路径

内容

指南

本地

您的 vault 在您的机器上 — 免费,无云

deploy/local/

远程 · 一键部署

Render 或 Railway — 一个持久卷,无需管理服务器

deploy/render/ · deploy/railway/

远程 · 自托管

VPS + Obsidian Sync — 从任何设备访问

deploy/remote/

远程 · AWS (SST)

IaC 参考部署 — 自动化基础设施,纵深防御认证

DEPLOY.md

AWS 路径包含为此仓库构建的 CI/CD 工作流 — fork 用户需要在部署前配置自己的凭据和阶段。

每条路径都运行相同的镜像 ghcr.io/aliasunder/vault-cortex — :latest 仅是 MCP 服务器(本地),:remote 在同一个容器中通过 s6-overlay 监督捆绑了 Obsidian Sync(一键部署、自托管和 AWS)。一个容器意味着任何 OCI 运行时都可以工作:docker run、Podman、nerdctl — Docker Compose 是可选的。

Docker Hub 上也有: 相同的镜像镜像到 aliasunder/vault-cortex。GHCR 是主要来源;Hub 标签完全相同。

成本: 远程设置需要 VPS 或托管平台套餐,外加每月 $4 美元的 Obsidian Sync。对于典型的 vault,2 GiB 实例可以很好地处理语义搜索;4 GiB 为并发搜索和更大的 vault 增加了余量。完全跳过语义搜索可以进一步缩小规模。仅本地是免费的。参考 AWS 部署 每月总计约 $17–29 美元。

一键部署

按钮和先决条件在 快速开始 → 远程 中。每个指南都介绍了部署过程、在哪里找到您的 URL 和令牌、如何更新以及如何删除:deploy/render/(来自仓库根目录的 render.yaml Blueprint)· deploy/railway/(来自已发布的模板)。

社区部署

由社区构建和维护的部署模板 — 未在此处测试,可能落后于版本发布。

  • vault-cortex-aca — 由 @flytzen 为 Azure Container Apps 提供的 Bicep 模板。在 Container Apps 入口后面运行 :remote 镜像,带有免费的托管 HTTPS;存储刻意采用临时性,以 Obsidian Sync 作为真实来源。

为其他平台构建了部署?提交 PR 将其添加到这里。


开发

# Run locally with hot reload
PUBLIC_URL=http://localhost:8000 MCP_AUTH_TOKEN=local-dev-token VAULT_PATH=~/Vault npm run dev:mcp

# Tests
npm test

# Full check suite
npm run prettier:check && npm run lint && npm run markdownlint && npm run knip && npm test && npm run build

npm test 包括集成测试,这些测试启动一个真实的服务器并通过 HTTP 调用每个工具和提示 — 验证认证执行、配置门控的工具表面、写入变更完整性(每次写入都会被读回),以及错误配置时的启动拒绝。有关安全相关的覆盖范围,请参阅 SECURITY.md。

MCP Inspector — 用于测试工具的交互式浏览器界面:

# Start server (terminal 1), then:
npx @modelcontextprotocol/inspector
# Enter http://localhost:8000/mcp as URL, local-dev-token as Bearer token

有关完整的开发设置,请参阅 CONTRIBUTING.md。


配套:obsidian-vault 技能

MCP 服务器可以独立与任何客户端配合使用。对于支持 skills 的代理(Claude Code、Cursor、Windsurf、Cline 以及 70 多个其他代理),obsidian-vault 技能增加了对 Obsidian 风格 Markdown 的更深入理解 — frontmatter 约定、callout 语法,以及 Dataview、Tasks 和 Kanban 等插件特定格式。

npx skills add aliasunder/agent-skills --skill obsidian-vault

技能源代码 →


路线图

阶段

内容

状态

1

Vault CRUD、全文搜索(FTS5)、记忆层、OAuth 2.1

已完成

2a

混合搜索 — FTS5 + 向量 + RRF 融合、标题感知分块

已完成

2b

重排序器 — 交叉编码器重排序、位置感知分数混合

已完成

3a

任务层 — vault 级任务索引、结构化查询和一次性任务更新(Tasks 插件 emoji + Dataview 格式)

已完成

3b

记忆召回 — 跨记忆层日期历史的条目级检索

已完成

3c

图查询 — 在 vault 现有的 wikilink 图上进行多跳遍历(路径、邻域)

探索中

致谢

Obsidian 同步由 obsidian-headless 提供支持——容器化方法受 @Belphemur 的 obsidian-headless-sync-docker 启发。:remote 镜像的 s6-overlay 监督脚手架吸收自该项目的维护分支,现存放于本仓库。

混合搜索管道借鉴了 @tobi 的 qmd 中的模式——带有排名奖励的 RRF 融合、用于交叉编码器重排的位置感知分数混合、内容哈希门控以及标题感知分块。

贡献

有关开发环境搭建、代码规范和 PR 指南,请参阅 CONTRIBUTING.md。

许可证

MIT

:remote 镜像捆绑了 obsidian-headless (即 ob CLI),它是专有的——其 package.json 声明了 "license": "UNLICENSED" (© Dynalist Inc. / Obsidian)。它在构建时从公共 npm 安装;此处的 MIT 许可证 不涵盖它,使用它需要有效的 Obsidian Sync 订阅。:latest (本地)镜像不包含任何专有组件。

安全

请私下报告漏洞——参见 SECURITY.md。

Available Tools

33 tools
vault_create_taskCreate TaskA

Create a correctly-formatted task in one call — description, target heading, dates, priority, block_id, and optional checklist sub-items. The task is created as todo (using the status registry's todo symbol, [ ] by default) with ➕ today auto-stamped — starting work is vault_update_task's job. Metadata is written in the format the vault's Tasks plugin is configured for (emoji unless the plugin config says Dataview).

Example: vault_create_task({ path: "TASKS.md", description: "Fix login bug", block_id: "fix-login", heading: "Active", priority: "high", due: "2026-09-15" }) Example: vault_create_task({ path: "TASKS.md", description: "Sub-bug", block_id: "sub-bug", parent_block_id: "fix-login", due: "2026-09-01" }) — full sub-task under a parent identified by block_id Example: vault_create_task({ path: "TASKS.md", description: "Quick fix", block_id: "quick-fix", parent_line: 42 }) — sub-task under a parent identified by line number Example: vault_create_task({ path: "TASKS.md", description: "Mid-priority", block_id: "mid-priority", heading: "Active", position: 3 }) — insert as the 3rd card in the lane

When to use: Creating a new task card on a board or in a note. Guarantees correct field ordering (description → priority → 🔁 recurrence → 🏁 onCompletion → ➕ created → 🛫 start → ⏳ scheduled → 📅 due → 🆔 task_id → ⛔ depends_on → ^block_id) so the card round-trips through vault_list_tasks with all fields intact. For lightweight checklist items under an existing card (no metadata), use vault_update_task's add_subtasks param instead.

Parameters:

  • heading is required on Kanban boards (notes with kanban-plugin frontmatter).

  • parent_block_id / parent_line: the same pair vault_update_task uses (block_id / line). Pass at most one. Either is mutually exclusive with heading — a sub-task lives wherever its parent lives.

  • position: Kanban boards with new-card-insertion-method set to "prepend" default to "top" instead of "bottom". Ignored when no heading or when placing under a parent.

  • priority: the plugin ranks "no signifier" (normal priority) between medium and low.

  • recurrence: a rule ending "when done" bases the next occurrence on the completion day.

  • due / scheduled / start: omit a date rather than guessing — an absent 📅 means "no deadline".

Errors:

  • "note not found" — path does not exist

  • "path must end in …" — add the .md extension

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — use a vault-relative path with no hidden (dot-prefixed) file or folder in it

  • "heading required for Kanban boards" — kanban-plugin note without heading

  • "heading "X" not found; available: ..." — no heading matches; the error lists the note's headings

  • "cannot place at position N under "X" — the heading appears N times" — integer position on a note with duplicate heading names; rename one section to make it unique

  • "parent task not found" — parent_block_id or parent_line doesn't resolve to a task (message names the blockId or line tried), or the line is inside a fenced code block or %% %% comment

  • "checkbox "[c]" is a NON_TASK status" — the parent task's checkbox char is typed NON_TASK in the Tasks plugin's status registry, so it is not a task; to change that, retype it there and restart the server

  • "no checkbox symbol for status ..." — the status registry has no symbol for the todo status and the built-in default is retyped; update the plugin's status registry to include a todo symbol, then restart the server

  • "parentBlockId and parentLine are mutually exclusive" — both parent_block_id and parent_line were passed; drop one

  • "parent and heading are mutually exclusive" — a parent (parent_block_id or parent_line) and heading were both passed; drop one

  • "blockId ... already exists in this note" — pick a block_id not yet used in the note

  • "blockId ... contains invalid characters" — block_id must match [a-zA-Z0-9-]+

  • "description is empty" / "subtasks cannot contain an empty item" — whitespace-only description or checklist item

  • "description must be a single line" / "subtasks items must be a single line" — a task is one file line; a line break in the text would split its metadata onto a line the parser never reads

  • "taskId ... contains invalid characters" / "dependsOn entry ... contains invalid characters" — task_id and every depends_on entry must match [a-zA-Z0-9_-]+ (the Tasks plugin's id grammar)

  • "unrecognized recurrence rule ..." — the rule text is not Tasks-plugin natural language; written as-is it would silently never recur

  • "invalid date" — a date param fails calendar validation

  • "concurrent write in progress" — another write to this note is in flight; retry

Obsidian syntax: The Tasks plugin reads metadata off the END of a task line. A trailing signifier in description or subtasks text (an emoji field like "🔁 every week", or a Dataview [key:: value] field) that the plugin's parser recognizes as a field — followed only by other recognized fields — is read back as metadata, not text. Whether it is captured depends on the field's value grammar: 🔁 reads any trailing words as its recurrence rule, while 📅 followed by non-date words stays description text. The same interference can change the value an adjacent field reads back with, or make a field appear that was never set. The write still succeeds either way; when the stored line would read back differently than submitted, the result carries an advisories array naming each divergence.

Returns: JSON { path, line, description, block_id, heading, subtasks, changes, advisories } — line is the new card's 1-based position; heading is the nearest heading above the new task (omitted when the note has none); subtasks lists each checklist item written as { line, description } (omitted when none) — checklist items carry no block_id, so line is the handle for a follow-up update; changes lists every field written as "field: before → after", with "(none)" for an absent value; advisories (omitted when the line round-trips clean) lists one sentence per place the stored line parses back differently than submitted — see Obsidian syntax above.

ParametersJSON Schema
NameRequiredDescriptionDefault
dueNoDeadline (📅), YYYY-MM-DD, calendar-validated. Omit when there is no deadline.
pathYesVault-relative path to the note (must end in ".md"). The note must already exist. Use the exact letter case.
startNoEarliest day work can begin (🛫), YYYY-MM-DD, calendar-validated.
formatNoField format. Default: auto-detected from .obsidian/ config, falling back to emoji.
headingNoTarget heading. On a regular note, omit to append at end of body.
task_idNoTasks plugin 🆔 identifier other tasks can name in depends_on.
block_idYesThe ^block-id for stable identification — letters, digits, and hyphens only ([a-zA-Z0-9-]+). Must be unique within the note.
positionNoWhere within the heading section the task is placed. "top" or "bottom" for the extremes; an integer (1-based) for an exact position among the lane's top-level cards (sub-tasks move with their parent and are not counted). Position 1 is the first card. A position past the card count lands directly below the last card (unlike "bottom", which appends after any non-task text at the end of the section). Defaults to bottom.
priorityNoPriority signifier (🔺⏫🔼🔽⏬). Omit for normal priority — no signifier is written.
subtasksNoChecklist item descriptions — created as indented todo lines under the card (no metadata). For full sub-tasks with dates, priority, and block_id, make a separate call with parent_block_id.
scheduledNoDay the work is planned for (⏳), YYYY-MM-DD, calendar-validated.
depends_onNoTasks plugin ⛔ dependency IDs (🆔 values of other tasks). Non-empty; omit when there are no dependencies.
recurrenceNoTasks plugin 🔁 rule in natural language (e.g. "every week", "every month on the 15th", "every 2 weeks when done"). Completing the task spawns its next occurrence.
descriptionYesThe task text (before metadata fields).
parent_lineNo1-based line number of an existing task to nest under as a sub-task. Fragile if the file changed since the line was read.
on_completionNoTasks plugin 🏁 onCompletion action. "delete" removes the task line on completion; "keep" leaves it in place.
parent_block_idNo^block-id (without the ^) of an existing task to nest under as a sub-task.

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the annotations (readOnly=false, idempotent=false, destructive=false), it discloses that the task is created in todo status with a symbol pulled from the status registry, that ➕ today is auto-stamped, that metadata is written in the plugin-configured emoji/Dataview format, and that writes can fail with 'concurrent write in progress'. It also explains the advisory mechanism when a stored line parses back differently — behavior an agent could not infer from annotations alone.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded correctly: purpose, examples, when-to-use, then parameters, errors, syntax caveats, returns. Every section is scannable, but the error catalog and the Obsidian-syntax paragraph make the text very long relative to the core instruction, and some error strings duplicate constraints already implied by the schema (block_id charset, single-line description).

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

There is no output schema, yet the description fully documents the return object (path, line, description, block_id, heading, subtasks, changes, advisories) and explains when fields are omitted. For a 17-parameter mutation tool with no output schema, the description supplies everything needed to call it and interpret the response.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description adds cross-parameter and vault-specific semantics the schema lacks: heading is required on kanban-plugin notes, parent_block_id/parent_line are mutually exclusive with each other and with heading, priority's 'no signifier' ranks between medium and low, and 'when done' recurrence bases the next occurrence on the completion day. These are genuine additions, though several details (position behavior, date omission) largely restate the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Opens with a specific verb+resource ('Create a correctly-formatted task in one call') and enumerates the fields written. It explicitly distinguishes itself from siblings: new tasks are its job, while 'starting work is vault_update_task's job' and lightweight checklist items belong to vault_update_task's add_subtasks. No schema-opening is required to route between the two tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Has a dedicated 'When to use' line plus four concrete call examples, and names the alternative use-path for lightweight checklist items. It also states preconditions and exclusions: heading required on Kanban boards, parent_block_id/parent_line mutually exclusive with heading, 'omit a date rather than guessing'. This is explicit when/when-not/alternative guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_delete_memoryDelete Memory EntryA
Destructive

Delete a single dated entry from a memory file in About Me/. Both date and entry text are required for exact matching — ensures only the intended entry is removed.

Example: vault_delete_memory({ file: "Opinions", section: "AI tooling & memory (newest first)", date: "2026-05-01", entry: "Prefer X over Y" })

When to use: Removing an entry that was wrong when it was written — a mistake, a misattribution, or something never true. Memory files are append-only by default, so do NOT delete to reflect a change: append the new state via vault_update_memory instead (newest-first naturally supersedes). The exception is a file whose frontmatter declares entry-policy: living (check via vault_list_memory_files) — a current-state file where deleting an expired entry is the intended maintenance. Call vault_get_memory(file, section) first to see exact entry text for matching. Prefer vault_delete_note for deleting entire non-protected notes.

Parameters:

  • date + entry together uniquely identify the bullet line within the given section. If multiple entries share the same date and text, deletion fails as ambiguous.

  • section scopes the match — an identical entry under a different heading is not found. Section matching is case-insensitive, with or without the "(newest first)" suffix.

Errors:

  • "memory file not found" — file does not exist in About Me/; call vault_list_memory_files to discover valid names.

  • "memory file must not start with a dot" / "memory file must be a bare name without path separators" — pass the file's bare name: no folder or slash, and no leading dot (that would target a hidden file; memory files are always visible notes).

  • "date must be a real ISO calendar date" — date only accepts an existing calendar date in bare YYYY-MM-DD form. A hand-edited bullet carrying an impossible date cannot be targeted by this tool — remove it with vault_delete_span or a manual edit.

  • "section not found: …" — no H2 heading matches; the error lists the file's available sections

  • "no entry matching …" — no bullet matched the given date and entry text; verify exact text via vault_get_memory(file, section).

  • "ambiguous: N entries match …" — more than one identical bullet exists in the section (e.g. from hand edits, sync conflicts, or entries predating duplicate protection; vault_update_memory refuses to write exact duplicates). Remove the extra copy with vault_delete_span (pass first_match: true — identical lines make every anchor ambiguous) or a manual edit, then retry.

  • "refusing memory write: … would shrink content" — safety guard blocked a write that would remove more than half the file. Re-read with vault_get_memory to confirm current content; an entry that really is that large needs vault_delete_span or a manual edit.

Returns: Confirmation message.

ParametersJSON Schema
NameRequiredDescriptionDefault
dateYesISO YYYY-MM-DD date of the entry (e.g. "2026-05-01"). Must match the date shown by vault_get_memory.
fileYesMemory file name without .md (e.g. "Principles"). Use the exact letter case.
entryYesExact entry text as shown by vault_get_memory — without the "- **YYYY-MM-DD**: " prefix or bullet.
sectionYesH2 section heading containing the entry. Matched case-insensitively, with or without the "(newest first)" suffix.

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations declare destructiveHint=true and readOnlyHint=false, and the description is consistent with that while adding far more: the append-only default policy, the `entry-policy: living` exception, the ambiguity failure mode, and the 'refusing memory write: would shrink content' safety guard. This is unusually rich disclosure of destructive-operation semantics.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Purpose, example, when-to-use, parameters, and errors are cleanly headed and front-loaded, and the length is justified by a genuinely complex matching/error surface. The error list is exhaustive to the point of mild verbosity, but each entry maps to a distinct actionable recovery path.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a destructive, non-idempotent tool with four required parameters and no output schema, the definition covers prerequisites, matching semantics, all failure modes with recovery steps, and the return value. Nothing needed to invoke it correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description adds real meaning beyond it: date+entry together uniquely identify a bullet line, duplicate date+text pairs fail as ambiguous, and section scoping means an identical entry under a different heading will not match. Case-insensitive section matching is already covered by the schema, so it is not fully additive.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb and resource ('Delete a single dated entry from a memory file in About Me/') and immediately scopes it against siblings by clarifying it removes one entry, not a note. The example makes the granularity concrete, so an agent can distinguish this from vault_delete_note without reading either schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives explicit when-to-use ('removing an entry that was wrong when it was written'), explicit when-NOT-to-use ('do NOT delete to reflect a change: append via vault_update_memory instead'), and a named exception (files with `entry-policy: living`). It also routes to alternatives for adjacent cases (vault_delete_note for whole notes, vault_delete_span for duplicate/impossible-date lines).

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_delete_noteDelete NoteA
Destructive

Delete a markdown note, moving it to the vault's .trash/ folder or removing it for good as the vault's Obsidian "Deleted files" setting directs.

Example: vault_delete_note({ path: "Scratch/temp.md" }) Example: vault_delete_note({ path: "Archive/2024/old.md", prune_empty_folders: true }) — also remove "Archive/2024" (and "Archive") if deleting the note empties them.

When to use: Removing a note you no longer need. Prefer vault_delete_memory for removing individual dated entries from About Me/ memory files. To relocate a note, use vault_move_note instead. To replace a note's content, use vault_write_note with overwrite: true instead.

Behavior:

  • Unless the server syncs through Obsidian Sync, the "Deleted files" setting (trashOption in .obsidian/app.json) decides the outcome:

    • "Move to system trash" (system, also what an absent setting means) moves the note to .trash/, since the server has no system trash. The server deletes its own copies there after its TRASH_RETENTION_DAYS setting (default 30 days, or never when set to none), never touching notes Obsidian trashed.

    • "Move to Obsidian trash" (local) moves the note to .trash/ and keeps it forever.

    • "Permanently delete" (none) removes the note for good.

  • When the server syncs through Obsidian Sync, the setting is bypassed and the note is always deleted for good; recover it from Sync's version history (1 month on Standard, 12 months on Plus).

  • The caller can't choose or see the outcome in advance; the returned message says which happened.

  • Links to the note from other notes become broken (detectable via vault_get_backlinks). Protected paths (About Me/ and the daily notes folder (read from DAILY_NOTES_FOLDER or .obsidian/daily-notes.json, defaulting to Daily Notes/)) are refused.

Parameters:

  • prune_empty_folders removes each parent folder the delete leaves with zero entries, up to but never including the vault root; a folder holding any file, even a hidden .DS_Store, is kept. Pruning runs after the delete or trash move and is best-effort: a folder that can't be removed never fails the call. Without it, empty folders stay, matching Obsidian.

Errors:

  • "cannot delete protected path" — the path sits under a protected folder; use vault_delete_memory for memory entries

  • "path must end in …" — add the .md extension

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — use a vault-relative path with no hidden (dot-prefixed) file or folder in it

  • "concurrent write in progress" — another write to this note is in flight; retry

  • "note not found: …" — the note does not exist; verify the path with vault_list_notes before deleting

  • "cannot move to trash … — 100 collisions in .trash/" — .trash/ already holds this name and its numbered copies ("Plan 1.md" … "Plan 100.md"); clear old trash copies, then retry

  • any other "cannot move to trash …" — the .trash/ move failed (e.g. a plain file blocks a needed folder); the note stays put; fix .trash/, then retry

  • any other "cannot delete …" — the permanent delete failed (e.g. permissions); the note stays put; fix the cause, then retry

  • "cannot read trash config from .obsidian/app.json" — the file exists but is unreadable; the delete is blocked because a guessed setting could let the retention sweep remove a note set to be kept forever; repair the file, then retry

  • "cannot read daily notes config from .obsidian/daily-notes.json" — the file exists but is unreadable, so the daily notes folder to protect is unknown; repair it, or set DAILY_NOTES_FOLDER or PROTECTED_PATHS, then retry

Returns: Confirmation message naming the outcome — "Deleted " for permanent removal, "Moved to trash ()" when the note landed in .trash/. Notes how many empty folders were pruned when any were.

ParametersJSON Schema
NameRequiredDescriptionDefault
pathYesVault-relative path of the note to delete, including the ".md" extension. Use the exact letter case.
prune_empty_foldersNoWhen true, also remove parent folders the delete leaves empty. Default false.

TDQS

A4.6/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Goes well beyond the destructiveHint annotation: it discloses that the outcome depends on the vault's trashOption setting, how Obsidian Sync bypasses that setting (with recovery windows), that the caller cannot pre-select or see the outcome, that backlinks break, and that protected paths are refused. This is unusually rich behavioral disclosure for a mutation tool. Minor deduction only because the very long error catalog is more error-reference than behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loads purpose, then usage, behavior, parameters, errors, returns — a sensible order. It is long, but most of the length is non-redundant behavioral/error detail. The error catalog is the one section that could be trimmed, keeping it just short of a 5.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given a two-parameter destructive tool with no output schema, the description covers outcome variability, protected paths, retention, failure modes, and the returned confirmation strings. Nothing an agent needs to call this correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3. The description nonetheless adds real meaning for prune_empty_folders: it prunes each emptied parent up to but not including the vault root, is best-effort and never fails the call, and keeps folders containing even hidden files like .DS_Store.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Delete a markdown note') with the scope of what happens to the file (trash vs permanent). It names the sibling operations it is not (vault_delete_memory, vault_move_note, vault_write_note), so an agent can route correctly without opening sibling schemas.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Has an explicit 'When to use' line plus three named alternatives with the exact condition that selects each (use vault_delete_memory for dated memory entries, vault_move_note to relocate, vault_write_note overwrite to replace). Nothing is left to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_delete_spanDelete SpanA
Destructive

Delete a contiguous block of whole lines from a note's body by referencing short anchor substrings instead of reproducing the full block text. Each anchor locates a full line — the entire line is selected, not just the matching substring. Case-sensitive matching. Properties are preserved; YAML formatting may be normalized to block style on first edit. Operates on the body only.

Example: vault_delete_span({ path: "Tracker.md", start_anchor: "| 2024-03-02 | Acme" }) — deletes the one table row whose line contains that fragment. Example: vault_delete_span({ path: "Notes/Plan.md", start_anchor: "> [!warning] Stale", end_anchor: "remove after launch" }) — deletes from the start anchor line through the end anchor line.

When to use: Removing a block you have already read — a table row, callout, or run of list items — where reproducing it exactly as old_text would be error-prone. Pick a short, unique fragment of the first line for start_anchor and, for a multi-line block, the last line for end_anchor. Prefer vault_replace_in_note for small in-place edits (this tool only deletes). To replace a block, use vault_replace_span (one atomic step).

Parameters:

  • start_anchor + end_anchor define a line range, not a text range (never cuts mid-line). Omit end_anchor for a single-line delete. The empty lines above and below the removed lines join into one gap that keeps the larger of the two counts (only at the end of the note, the count above drops by one); no other empty line in the note changes. A line holding only spaces or tabs counts as text, not as an empty line.

  • end_anchor is searched at or after the start line, so the span can never run backward; it must be unique among those lines. If both match the same line, only that one line is deleted.

  • first_match applies to both anchors independently — when an anchor matches multiple lines, takes the first instead of erroring.

Errors:

  • "note not found" — verify path with vault_list_notes

  • "path must end in …" — add the .md extension

  • "start anchor not found" / "end anchor not found" — no line contains the fragment (for end_anchor, none at or after the start line); verify with vault_read_note

  • "ambiguous start anchor …" / "ambiguous end anchor …" — the anchor matches multiple lines; use a longer fragment or set first_match: true

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — use a vault-relative path with no hidden (dot-prefixed) file or folder in it

  • "concurrent write in progress" — another write to this note is in flight; re-read the note and retry

Returns: Confirmation with the number of lines the span covered and a preview of them, cut at 80 characters.

ParametersJSON Schema
NameRequiredDescriptionDefault
pathYesVault-relative path to the note, including the ".md" extension (e.g. "Tracker.md", "Notes/Plan.md"). Use the exact letter case.
end_anchorNoShort substring that identifies the LAST line of the block. The entire line is selected. Omit to delete just the single line containing start_anchor.
first_matchNoIf an anchor matches more than one line, delete using the first match instead of erroring (default: false — ambiguity is an error).
start_anchorYesShort, unique substring that identifies the first line of the block (case-sensitive). The entire line is selected, not just the substring. Pick a brief fragment — do not paste the whole block.

TDQS

A4.9/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations declare destructiveHint=true and idempotentHint=false, but the description goes well past them: case-sensitive matching, properties preserved with YAML normalized to block style, body-only scope, the empty-line merge rule, forward-only end_anchor search, first_match semantics, and a full error catalogue including 'concurrent write in progress' and path-safety blocks. That is unusually rich disclosure for a destructive operation.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the core mechanism, then examples, then routing guidance, then parameter and error detail — a logical order. It is long, and the parenthetical about empty-line counts at the end of the note is arguably over-specified for a description, but almost every sentence carries actionable information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

There is no output schema, and the description compensates by stating the return value (line count plus an 80-character preview) and enumerating the failure modes with a remediation for each. For a destructive, 4-parameter tool, an agent has everything needed to call it correctly and recover from errors.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is already 100%, yet the description adds semantics the schema does not: anchors define a line range rather than a text range and never cut mid-line, end_anchor is searched at or after the start line so the span cannot run backward, and first_match applies to each anchor independently. It also clarifies that a whitespace-only line counts as text, not as empty.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('delete a contiguous block of whole lines from a note's body') and immediately distinguishes its mechanism (anchor substrings instead of full block text) from the siblings that do similar work. An agent can tell it apart from vault_replace_in_note and vault_replace_span without opening a schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

An explicit 'When to use' section names the scenario (a block already read, where reproducing old_text is error-prone) and names the alternatives: vault_replace_in_note for small in-place edits, vault_replace_span for block replacement. Both the positive case and the boundary are stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_find_orphansFind OrphansA
Read-onlyIdempotent

Find notes with no incoming links from other notes or canvases — orphans are disconnected from the knowledge graph and may be forgotten or need linking. A note that only links to itself still counts as an orphan (self-links are ignored).

Example: vault_find_orphans({}) Example: vault_find_orphans({ exclude_folders: ["Archive"], limit: 10 })

When to use: Vault maintenance — surfacing notes to integrate into the graph. Link an orphan by mentioning it from a relevant note with vault_patch_note. Prefer vault_get_backlinks to check the connectivity of one specific note rather than scanning the whole vault.

Parameters:

  • The daily notes folder is resolved on each call (DAILY_NOTES_FOLDER → .obsidian/daily-notes.json → "Daily Notes"). ORPHAN_EXCLUDE_FOLDERS replaces the defaults. For unreadable daily settings, the server logs a warning and uses "Daily Notes".

  • exclude_folders replaces the defaults (including an environment override), it does not add to them — include the defaults yourself to keep them. Pass [] for no exclusions. Each entry names a whole folder, subfolders included ("Projects" also excludes "Projects/Archive" but not "ProjectsOld/"), ignoring ASCII letter case.

  • limit applies after exclusions and sorting by most recently modified. Nothing in the response signals truncation: exactly limit results may mean more exist, so raise limit to check.

Errors:

  • An empty array means no orphans were found (after exclusions), not an error.

  • "too many excluded folders" — pass a shorter exclude_folders list, then retry.

Returns: JSON array of note metadata (path, title, tags, related, folder, type, created, modified, bytes, leading_callout?, additional_properties?), sorted by most recently modified. bytes is the on-disk file size.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMax results (default 50)
exclude_foldersNoFolder paths to exclude (e.g. Projects; default: daily notes folder, Templates, "About Me")

TDQS

A4.5/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile is fully covered. The description adds genuinely useful behavior beyond that: the daily-notes folder resolution order, that ORPHAN_EXCLUDE_FOLDERS replaces defaults, and — most importantly — that truncation is invisible because exactly 'limit' results may mean more exist.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the definition and edge case, then cleanly sectioned into When to use / Parameters / Errors / Returns. Nearly every sentence earns its place, though the two inline Example calls are somewhat redundant given the parameter bullets, and the daily-notes resolution detail is dense for a two-parameter tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

There is no output schema, and the description compensates fully with a Returns section enumerating the metadata fields (path, title, tags, folder, type, created, modified, bytes, etc.) and the sort order. It also documents the empty-array and 'too many excluded folders' cases, so nothing needed to call or interpret it is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description goes well past the schema: exclude_folders replaces rather than augments defaults (include defaults yourself, pass [] for none), each entry covers subfolders, matching ignores ASCII case, and limit applies after exclusions and most-recently-modified sorting. This is meaning the schema does not carry.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description gives a specific verb and resource ('Find notes with no incoming links') and immediately defines the term 'orphans' as notes disconnected from the knowledge graph. It even resolves the edge case of self-links, so an agent knows exactly what this tool returns and how it differs from link-listing siblings.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It states the use case ('Vault maintenance — surfacing notes to integrate into the graph'), names the follow-up action (link via vault_patch_note), and explicitly routes the agent elsewhere for the adjacent task ('Prefer vault_get_backlinks to check the connectivity of one specific note'). Both when-to-use and the alternative are given.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_get_daily_noteGet Daily NoteA
Read-onlyIdempotent

Read a daily note by date, using the vault's configured Daily Notes folder and filename date format. Each setting comes from the DAILY_NOTES_FOLDER / DAILY_NOTES_FORMAT env vars, falling back to the vault's .obsidian/daily-notes.json, then to "Daily Notes" and YYYY-MM-DD.

Example: vault_get_daily_note({ date: "2026-05-13" }) Example: vault_get_daily_note({}) — returns today's daily note

When to use: When you need today's or a specific date's daily note. Handles path resolution automatically using the vault's Obsidian config — you don't need to know the folder name or filename format. To append content to a daily note section, use the returned path with vault_patch_note. Use vault_recent_notes to review recent vault activity around a date (not date-filtered — returns globally recent notes).

Parameters:

  • date: past and future dates are both valid — the tool resolves the configured path for any date and reports exists: false if the note hasn't been created yet.

Errors:

  • "invalid date" — use YYYY-MM-DD format

  • "daily note format contains unsupported token(s): ..." — the configured format uses tokens the server cannot reproduce (ordinals like Do/Mo, dd, d, e, k/kk, w, Q, Z/ZZ, or the L-family localized formats); change the format in Obsidian or set DAILY_NOTES_FORMAT to a supported alternative

Returns: JSON with path (string — resolved vault-relative path), content (string|null — full note body, or null when the note doesn't exist), and exists (boolean). When exists is false, create the note with vault_write_note using the returned path.

ParametersJSON Schema
NameRequiredDescriptionDefault
dateNoYYYY-MM-DD (e.g. "2026-05-13", "2025-12-31"). Defaults to today in the server's timezone. Invalid formats like "May 13" return an error.

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly/idempotent/non-destructive, but the description goes well beyond them: it discloses the config resolution chain (env vars → .obsidian/daily-notes.json → defaults), the exists:false contract for not-yet-created notes, and two named error conditions with remediation. This is rich behavioral context the annotations cannot supply.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with purpose, then examples, when-to-use, parameters, errors, and returns — a clean, scannable structure where nearly every line carries information. It runs slightly long (the full env-var fallback chain and the exhaustive unsupported-token list) but that detail is load-bearing for error diagnosis, not filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description fully specifies the return shape (path, content, exists) and even the follow-up action when exists is false. Config resolution, valid inputs, error conditions, and sibling handoffs are all covered, so nothing an agent needs to call this correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% for the single date parameter, so the schema already carries format and default semantics (baseline 3). The description adds meaning beyond it: past and future dates are both valid, and a non-existent date yields exists:false rather than an error. That is genuine added semantics, though it stops short of anything like timezone nuance beyond the schema's server-timezone note.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (Read) and resource (daily note by date) and immediately scopes it with the vault's configured folder/format resolution. It explicitly distinguishes itself from siblings: vault_recent_notes is described as 'not date-filtered', and vault_patch_note is named for appending. An agent can route correctly without opening any other schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

A dedicated 'When to use' section covers both today's and arbitrary dates, and names two alternatives with the conditions that select them (vault_patch_note to append content, vault_recent_notes for date-adjacent vault activity). Exclusions and handoffs are explicit rather than inferred.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_get_memoryGet MemoryA
Read-onlyIdempotent

Read semantic memory from About Me/ files. These are structured memory files containing dated bullet entries organized under H2 headings. With file: single file content. With file+section: just that H2 section's entries. No args: all files concatenated (frontmatter stripped) — can be large. Returns empty string when no memory files exist yet.

With file+on_or_after: returns structured JSON entries dated on or after the boundary date (inclusive), in document order (newest first when new entries go at the top, the default). Add section to scope to one H2 section; omit it to read every H2 section's entries in the file, each keeping its section attribution. It gives complete coverage from a known date without re-parsing the section.

Example: vault_get_memory({ file: "Principles", section: "Decision heuristics (newest first)" }) Example: vault_get_memory({ file: "Opinions", section: "Code patterns", on_or_after: "2026-09-01" }) Example: vault_get_memory({ file: "Opinions", on_or_after: "2026-09-01" }) — every section's entries since the date

When to use: Reading user preferences, principles, opinions, or other persistent context stored in About Me/ files. Call vault_list_memory_files first to discover valid file and section names. Use on_or_after when you need entries from a known date forward (e.g. reconciliation boundaries). Prefer vault_read_note for reading non-memory notes.

Errors:

  • "section requires a file" / "on_or_after requires a file" — section or on_or_after was passed without file; add file

  • "memory file not found" — file does not exist in About Me/; call vault_list_memory_files to discover valid names

  • "memory file must not start with a dot" / "memory file must be a bare name without path separators" — pass the file's bare name: no folder or slash, and no leading dot (that would be a hidden file; memory files are always visible notes)

  • "section not found: …" — no H2 heading matches; the error lists the file's available sections

  • "date must be a real ISO calendar date" — on_or_after must be a valid YYYY-MM-DD date

Returns: Without on_or_after, raw markdown text. With on_or_after, JSON { entries, total, on_or_after } where each entry is { file, section, date, text } — text is the full raw entry markdown (bullet + continuation lines, wikilinks intact), same shape as vault_memory_recall entries. An empty match returns { entries: [], total: 0 }.

ParametersJSON Schema
NameRequiredDescriptionDefault
fileNoMemory file name without .md (e.g. "Principles", "Opinions"). Use the exact letter case.
sectionNoH2 section heading (e.g. "Decision heuristics (newest first)"). Matched case-insensitively, with or without the "(newest first)" suffix. Omit to read the whole file (with on_or_after, every H2 section's entries). Call vault_list_memory_files first to discover valid names.
on_or_afterNoInclusive date filter (YYYY-MM-DD). When provided with file, returns structured JSON entries dated on or after this date instead of raw markdown. Requires a file; add section to scope to one H2 section.

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly/idempotent/non-destructive, and the description adds substantial context beyond them: the empty-string return when no memory files exist, the 'can be large' warning on the no-arg concatenation, frontmatter stripping, the markdown-vs-JSON output switch keyed on on_or_after, and a full enumerated error catalogue with remedies. This is genuinely rich disclosure.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Well front-loaded: the first sentence gives the core purpose, modes follow, then examples, then usage, errors, and returns. Nothing is wasted for a three-mode tool, but three near-duplicate examples plus a six-item error list make it longer than strictly necessary.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

There is no output schema, so the description correctly carries the return contract itself, specifying raw markdown vs JSON { entries, total, on_or_after } and the entry shape, plus the empty-match case. Combined with the error catalogue and prerequisites, an agent has everything needed to call and interpret this tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the per-parameter definitions are already documented. The description still adds meaning the schema does not: inter-parameter dependencies ('section requires a file', 'on_or_after requires a file'), how section scopes the result set, and how on_or_after changes the output type. It stops short of the full 5 because format details (ISO date shape, case-insensitivity) largely mirror the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Read semantic memory from About Me/ files') and immediately distinguishes the three behavioral modes (file only, file+section, no args). It also names the siblings it is not (vault_read_note for non-memory notes, vault_list_memory_files for discovery), so an agent can route correctly without opening any schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Has an explicit 'When to use' block (user preferences, principles, opinions, persistent context), an explicit prerequisite (call vault_list_memory_files first), a conditional trigger for on_or_after (reconciliation boundaries), and an explicit alternative rule ('Prefer vault_read_note for reading non-memory notes'). When/when-not/alternatives are all present.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_insert_at_anchorInsert at AnchorA

Insert content as whole lines before or after a specific line identified by a short anchor substring. Case-sensitive matching; an anchor matching more than one line is an error unless first_match is set. Same anchor resolution as vault_delete_span. Properties are preserved; YAML formatting may be normalized to block style on first edit. Operates on the body only.

Example: vault_insert_at_anchor({ path: "Tracker.md", anchor: "| 2024-03-02 | Acme", position: "after", content: "| 2024-03-03 | Beta Corp | New entry |" }) — inserts a new table row after the matched row. Example: vault_insert_at_anchor({ path: "Notes/Plan.md", anchor: "## Phase 2", position: "before", content: "> [!note] Phase 1 must close before this starts.\n" }) — inserts a callout and a blank line above the Phase 2 heading.

When to use: Adding content at a precise location identified by a nearby line's text, without needing to know the heading structure. Good for inserting rows into tables, adding items into lists at a specific position, or placing content relative to a known landmark line. Prefer vault_patch_note for heading-targeted inserts (append/prepend to a section). Prefer vault_replace_span when replacing a block rather than inserting next to it.

Parameters:

  • anchor locates a full line — the insert never splits a line.

  • content is inserted verbatim — blank lines inside it are kept, and a trailing newline adds a blank line after the inserted block.

Errors:

  • "note not found" — verify path with vault_list_notes

  • "path must end in …" — add the .md extension

  • "anchor not found" — fragment not on any line; verify with vault_read_note

  • "ambiguous anchor …" — the anchor matches multiple lines; use a longer fragment or set first_match: true

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — use a vault-relative path with no hidden (dot-prefixed) file or folder in it

  • "concurrent write in progress" — another write to this note is in flight; re-read the note and retry

  • "content contains a control character" — content includes a non-printable control byte; remove it before writing

Obsidian syntax: content is Obsidian Flavored Markdown (no escaping applied). Watch for: #word = tag, [[ = wikilink, %% = comment block.

Returns: Confirmation message "Inserted lines <before|after> anchor in " — N counts the lines content supplied.

ParametersJSON Schema
NameRequiredDescriptionDefault
pathYesVault-relative path to the note, including the ".md" extension (e.g. "Notes/Plan.md", "Tracker.md"). Use the exact letter case.
anchorYesShort, unique substring on the line to insert next to (case-sensitive). Pick a brief fragment — do not paste the whole line.
contentYesContent to insert (one or more lines).
positionYes"before" places the content on the lines above the anchor line; "after" places it on the lines below. The anchor line itself is never changed.
first_matchNoIf the anchor matches more than one line, use the first match instead of erroring (default: false — ambiguity is an error).

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the annotations (readOnlyHint=false, destructiveHint=false, idempotentHint=false), the description discloses case-sensitive matching, the ambiguity-is-an-error rule unless first_match is set, that properties are preserved but YAML may normalize to block style on first edit, and that only the body is touched. It also enumerates nine specific error strings with remedies, which annotations cannot convey.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The content is long but well-organized and front-loaded: core behavior, two worked examples, when-to-use routing, parameter notes, then errors. The error catalogue is extensive but each entry earns its place by pairing a message with a fix. Slightly verbose overall, but no sentence is pure filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

There is no output schema, but the description supplies the return contract verbatim ('Inserted <N> lines <before|after> anchor in <path>') and defines N. Combined with the error catalogue and Obsidian syntax caveats (#, [[, %%), an agent has everything needed to call this correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description adds real meaning: the anchor locates a full line and the insert never splits one, content is inserted verbatim with internal blank lines preserved, and a trailing newline adds a blank line after the block. These are semantics the schema does not capture.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource ('Insert content as whole lines before or after a specific line identified by a short anchor substring') and immediately scopes it ('Operates on the body only'). It explicitly distinguishes itself from vault_patch_note and vault_replace_span, so an agent can route correctly without opening any schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It provides an explicit 'When to use' section with concrete scenarios (table rows, list items, landmarks) and names two alternatives with the conditions that select them: vault_patch_note for heading-targeted inserts and vault_replace_span when replacing a block rather than inserting next to it. Nothing is left to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_list_filesList FilesA
Read-onlyIdempotent

List non-markdown files in the vault or a folder — images, canvases, PDFs, data files — with per-file byte sizes and per-extension counts.

Example: vault_list_files({}) — every non-markdown file in the vault Example: vault_list_files({ folder: "attachments" }) Example: vault_list_files({ extensions: [".png", ".jpg"], limit: 20 })

When to use: discovering what files exist before reading them with vault_read_file. vault_list_notes and vault_search_by_folder cover only markdown notes, and beyond notes vault_search indexes only canvas, PDF, and text-format files, so this is the discovery surface for everything else. For the files one specific note links to, prefer vault_get_outgoing_links.

Behavior: Reads the filesystem rather than the search index, so use the folder's exact letter case; on a case-sensitive filesystem a different case finds nothing.

Errors:

  • A visible folder containing no files — or one that doesn't exist — returns an empty listing, not an error.

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — the folder starts at the filesystem root, escapes the vault (e.g. "../elsewhere") or names the vault root itself (e.g. "."), or is hidden like ".obsidian" (hidden folders are not listable, matching Obsidian); use a vault-relative folder outside hidden folders, and omit folder to list the whole vault.

Returns: JSON with files (array of { path, extension, bytes }, sorted by path; extension is "(none)" for a file without one), extension_counts (per-extension totals over the full filtered set), total (full filtered count), and truncated (true when total exceeds limit). bytes is the on-disk file size, not the delivery cost: reading an image via vault_read_file returns a copy shrunk to fit when needed, so a large listed image is still cheap to read. Text formats return verbatim, so their listed size is what a read delivers; one over 100 KiB must be read in windows with vault_read_file's start_line and limit. Only supported types are readable via vault_read_file.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMax entries returned (default 50).
folderNoFolder path to search recursively (e.g. "attachments" or "Projects/media"). Omit to list the whole vault.
extensionsNoOnly include these extensions, case-insensitive, leading dot optional (e.g. [".png", "jpg"]).

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly/idempotent/non-destructive, yet the description adds substantially more: reads the filesystem rather than the index (explaining the case-sensitivity rule), empty-vs-error behavior for missing folders, three named error strings with their causes and remedies, and how 'bytes' relates to actual read cost (images shrunk, text over 100 KiB needing windowed reads).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the core purpose and three illustrations, then organized under 'When to use', 'Behavior', 'Errors', and 'Returns'. It is long for a listing tool and the Returns paragraph drifts into read-path advice, but nearly every sentence carries non-obvious information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema exists, so the description fully documents the return shape (files/extension_counts/total/truncated, path sorting, '(none)' extension). Combined with error handling, case sensitivity, and sibling routing, an agent has everything needed to call this correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so per-parameter docs already exist and the baseline is 3. The description adds real meaning on top: it demonstrates each parameter with worked examples and supplies the case-sensitivity rule for 'folder' and the truncation semantics tied to 'limit' via the 'truncated' return field.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('List non-markdown files in the vault or a folder') with an explicit scope qualifier ('non-markdown') that immediately separates it from note-oriented siblings. The examples make the resource and filter axes concrete.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

A dedicated 'When to use' block names the alternative tools (vault_read_file, vault_list_notes, vault_search_by_folder, vault_search, vault_get_outgoing_links) and the exact condition that selects each. It also states which file types other search surfaces index, so the boundary is not left to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_list_memory_filesList Memory FilesA
Read-onlyIdempotent

Discovery tool — lists About Me/ memory files with each file's heading outline, per-section entry counts, and leading callout. An entry is a dated bullet line ("- YYYY-MM-DD: text"). Does NOT return actual entries.

Example: vault_list_memory_files() returns [{ file: "Principles", title: "Principles", bytes: 2048, entry_policy: "append-only", leading_callout: null, headings: [{ level: 2, text: "Decision heuristics (newest first)", entry_count: 12 }] }, ...]

When to use: Discovering what memory files and sections exist — and what each file is for — BEFORE calling vault_get_memory, vault_update_memory, or vault_delete_memory. Always call this first to get valid file and section names, and to check a file's entry_policy before pruning entries.

Behavior: Lists every .md file directly inside About Me/, sorted by file name, whether or not it has frontmatter or a scope callout. Subfolders are not read, and hidden (dot-prefixed) files are skipped.

Errors:

  • An empty or nonexistent memory folder returns an empty array, not an error.

Returns: JSON array of file outlines, each { file, title, bytes, entry_policy, leading_callout, headings } — file is the name the other memory tools take as file (no .md); bytes is the on-disk file size; headings lists H1 and H2 headings in order, with entry_count on H2s; leading_callout is the top-of-file callout ({ type, title, body }; by convention a "Scope of this file" block describing what belongs in the file), or null; entry_policy is "append-only" (the default: by convention, entries are never edited or deleted) or "living" (a current-state file whose expired entries may be pruned; declared via entry-policy frontmatter). The server does not enforce either policy.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (read-only, idempotent), and the description adds substantial context beyond them: hidden files are skipped, subfolders are not read, an empty folder returns an empty array instead of an error, entries are dated bullets, and entry_policy semantics are explained including that the server does not enforce either policy.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Content is front-loaded (purpose, example, when-to-use, behavior, errors, returns) and every section carries information, but the embedded JSON example is long and the description as a whole is heavier than strictly necessary for a no-argument listing tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description fully compensates by enumerating every returned field (file, title, bytes, entry_policy, leading_callout, headings) and its meaning, plus the error case and the entry-policy convention. An agent has everything needed to call and interpret it.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes zero parameters, which is the baseline-4 case. The description does enrich the semantics of the returned object fields, but those are output semantics rather than input parameter meaning, so it does not exceed the zero-parameter baseline.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource ('lists About Me/ memory files') plus exactly what is and is not included ('heading outline, per-section entry counts, and leading callout... Does NOT return actual entries'). This cleanly separates it from vault_get_memory, vault_list_files, and vault_search, which the agent can distinguish without opening schemas.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicit 'When to use' section names the downstream tools (vault_get_memory, vault_update_memory, vault_delete_memory) and the sequencing rule ('Always call this first to get valid file and section names'). It also gives a distinct reason to call it, checking entry_policy before pruning.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_list_notesList NotesA
Read-onlyIdempotent

List .md file paths in the vault, optionally filtered by folder and/or glob pattern. Returns paths only — not content or metadata.

Example: vault_list_notes({ folder: "Projects" }) Example: vault_list_notes({ glob: "**/session-log.md" }) Example: vault_list_notes({ folder: "Projects", glob: "*.md" }) — the folder's top-level notes only

When to use: Browsing what exists in a folder by filename, or finding notes matching a path pattern. Prefer vault_search_by_folder when you need metadata (tags, type, related) along with paths. Prefer vault_search for content-based discovery. Use vault_read_note to read a note from the results.

Parameters:

  • folder names a whole folder and includes its subfolders: "Projects" covers "Projects/Archive" but not "ProjectsOld/". This tool reads the filesystem rather than the search index, so use the folder's exact letter case, as other results show it; on a case-sensitive filesystem a different case finds nothing.

  • glob matches each note's path inside folder (its vault-relative path when folder is omitted), case-sensitively. * stays within one folder level and ** spans any depth: with folder "Projects", ".md" lists the folder's top-level notes and "**/.md" every note under it. Returned paths are always vault-relative.

Behavior: Paths come back sorted by vault-relative path, uppercase before lowercase. Hidden (dot-prefixed) notes and folders are never listed, matching Obsidian; symlinked notes are included.

Errors:

  • A nonexistent folder or no glob matches returns an empty array, not an error.

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — the folder starts at the filesystem root, escapes the vault or names the vault root itself (e.g. "."), or is hidden like ".obsidian"; use a vault-relative folder outside hidden folders, and omit folder to list the whole vault.

Returns: JSON array of vault-relative path strings (e.g. ["Notes/idea.md", "Projects/plan.md"]).

ParametersJSON Schema
NameRequiredDescriptionDefault
globNoGlob pattern for note paths (e.g. "**/*session-log*.md").
folderNoVault-relative folder to list (e.g. "About Me", "Projects").

TDQS

A5/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Goes well past the annotations (readOnly/idempotent/non-destructive), disclosing sort order (uppercase before lowercase), hidden dot-file exclusion matching Obsidian, symlink inclusion, filesystem-vs-index sourcing, case sensitivity, and exact error semantics (empty array vs 'absolute path blocked'/'path traversal blocked'/'hidden path blocked'). This is rich context an agent cannot derive from any structured field.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Long but tightly organized with headers (When to use / Parameters / Behavior / Errors / Returns), examples front-loaded after the first sentence, and no filler. Each section earns its space by covering a distinct decision an agent has to make.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 2-param, no-output-schema read tool, the definition covers purpose, routing, parameter edge cases, ordering, hidden/symlink handling, and the full error taxonomy including remediation. Nothing needed to call it correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Even though schema coverage is 100%, the description adds real meaning: folder includes subfolders but 'Projects' does not match 'ProjectsOld/', exact letter case is required on case-sensitive filesystems, and glob semantics are spelled out ('* stays within one level, ** spans any depth', matched against the vault-relative path, case-sensitive). Far exceeds the terse schema descriptions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Opens with a precise verb+resource+scope ('List .md file paths in the vault, optionally filtered by folder and/or glob pattern') and immediately bounds the output ('paths only — not content or metadata'). This distinguishes it cleanly from vault_search, vault_search_by_folder and vault_read_note.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicit 'When to use' line plus two explicit routing rules: 'Prefer vault_search_by_folder when you need metadata... Prefer vault_search for content-based discovery. Use vault_read_note to read a note from the results.' Names both alternatives and the condition that selects each.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_list_property_keysList Property KeysA
Read-onlyIdempotent

Discover all property keys in the vault with note counts and sample values. Lets you understand the vault's metadata schema without reading individual notes.

Example: vault_list_property_keys() returns [{ key: "tags", count: 342, sample_values: ["session-log", "project"] }, ...]

When to use: Discovering what properties exist before searching by property. Good first step for vault orientation alongside vault_list_tags. Prefer vault_list_property_values when you need the full list of values for a specific key. Prefer vault_search_by_property to find notes matching a specific key-value pair.

Parameters:

  • folder names a whole folder and includes its subfolders: "Projects" covers "Projects/Archive" but not "ProjectsOld/". Matching ignores ASCII letter case; omit folder to scan the entire vault.

Behavior:

  • Only frontmatter properties count; inline Dataview fields (key:: value) are not listed.

  • count is the number of notes that have the key, including notes where its value is empty (null).

  • sample_values are the key's 3 most frequent displayed strings. Values with the same string are grouped before choosing samples, counting each array element separately; ties use binary text order.

  • Checkbox values appear as "1" and "0"; null values are skipped.

Errors:

  • An empty vault or folder returns an empty array, not an error.

Returns: JSON array of { key, count, sample_values } sorted by count descending, then by key.

ParametersJSON Schema
NameRequiredDescriptionDefault
folderNoRestrict to a folder (e.g. "Projects")

TDQS

A4.9/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnly, idempotent, non-destructive), and the description adds substantial context beyond that: only frontmatter counts (inline Dataview ignored), count includes null-valued notes, sample_values selection rules and tie-breaking, checkbox rendering as '1'/'0', and the empty-vault behavior. This genuinely enriches understanding rather than repeating annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with purpose and example, then organized under When to use / Parameters / Behavior / Errors / Returns. Long but every section carries needed information, and the header structure makes it skimmable.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema exists, but the description fully specifies the return shape (JSON array of {key, count, sample_values}, sorted by count desc then key) and error behavior. For a single-param read tool, nothing an agent needs is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and the single param has a terse schema description, but the description adds real meaning: folder includes subfolders ('Projects' covers 'Projects/Archive' but not 'ProjectsOld/'), matching is ASCII-case-insensitive, and omitting folder scans the whole vault. This goes beyond the schema text, though it is a single parameter.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource ('Discover all property keys in the vault with note counts and sample values') and scopes it as metadata-schema inspection without reading notes. The example concretely anchors the shape. Clearly distinguishable from siblings like vault_list_tags and vault_list_property_values.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicit 'When to use' plus two named alternatives with the conditions that select them: vault_list_property_values for values of a specific key, vault_search_by_property for key-value matching. Nothing is left to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_list_property_valuesList Property ValuesA
Read-onlyIdempotent

List distinct values for a specific property key with how often each occurs.

Example: vault_list_property_values({ key: "status" }) returns [{ value: "done", count: 211 }, { value: "active", count: 47 }, ...]

When to use: Enumerating possible values for a property key before calling vault_search_by_property. Call vault_list_property_keys first to discover valid key names.

Parameters:

  • key is case-sensitive and must match exactly as returned by vault_list_property_keys.

  • folder names a whole folder and includes its subfolders: "Projects" covers "Projects/Archive" but not "ProjectsOld/". Matching ignores ASCII letter case.

  • limit applies after sorting by count descending, so you always get the most-used values first. Nothing in the response signals truncation: exactly limit values may mean more exist, which is common for keys with many distinct values like "title" or "created"; raise limit to check.

Behavior:

  • Handles both scalar properties (status: "active") and array properties (tags: ["a", "b"]). Array elements are unpacked and counted individually, so the sum of counts may exceed the note count.

  • Values with the same displayed string share one row with combined occurrence counts: number 1 and text "1" count together, while text "1.0" stays separate. Grouping happens before limit.

  • Checkbox values are stored as 1 and 0, so true and false come back as "1" and "0", counted with the numbers 1 and 0.

  • vault_search_by_property matches stored numbers numerically and text exactly; value "1" matches the number 1, the text "1", and a checked checkbox.

  • null values are skipped.

Errors:

  • An unknown key or empty folder returns an empty array, not an error.

Returns: JSON array of { value, count } sorted by count descending, then by value in binary text order ("10" before "2").

ParametersJSON Schema
NameRequiredDescriptionDefault
keyYesProperty key name — use vault_list_property_keys to discover valid keys (e.g. "status", "type", "tags").
limitNoMax values to return (default 50).
folderNoRestrict to a folder (e.g. "Projects")

TDQS

A5/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnly, idempotent, non-destructive), but the description adds substantial non-obvious behavior: array elements unpacked and counted individually, scalar/array handling, numeric-vs-text grouping quirks ('1' vs '1.0'), checkbox stored as 1/0, null skipping, and the silent-truncation caveat at limit. These are things an agent genuinely could not infer from annotations alone.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with a concrete example, then organized under clear headers (When to use, Parameters, Behavior, Errors, Returns). Every paragraph is dense functional content; nothing is filler or repeated from the schema or annotations.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a read-only listing tool with no output schema, the description fully specifies the return shape, sort order (count descending then binary text order), and error behavior (unknown key or empty folder yields an empty array, not an error). An agent has everything needed to call and interpret it.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, yet the description adds real meaning beyond it: 'key' is case-sensitive and must match exactly, 'folder' includes subfolders with case-insensitive matching ('Projects' covers 'Projects/Archive' but not 'ProjectsOld/'), and 'limit' applies after count-descending sort with no truncation signal. This goes well past restating the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('List distinct values for a specific property key with how often each occurs'), which unambiguously separates it from vault_list_property_keys (keys) and vault_search_by_property (notes). The inline example with the exact response shape removes any ambiguity about output.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly states when to use it ('Enumerating possible values ... before calling vault_search_by_property') and the prerequisite sequencing ('Call vault_list_property_keys first to discover valid key names'). The routing to siblings is stated, not inferred.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_list_tagsList TagsA
Read-onlyIdempotent

List all tags in the vault with note counts, ordered by count descending. Only frontmatter tags are counted (inline #tags in note bodies are not indexed). Each hierarchical tag (e.g. "project/vault-cortex") appears as one full entry, not split into segments. Count is unique notes, not occurrences.

Example: vault_list_tags() returns [{ tag: "session-log", count: 42 }, { tag: "project/vault-cortex", count: 8 }, ...]

When to use: Discovering what tags exist before searching by tag. Good first step for vault orientation. Prefer vault_search_by_tag once you know which tag to query — it supports hierarchical prefix matching ("project" matches "project/*").

Errors:

  • A vault with no tagged notes returns an empty array, not an error.

Returns: JSON array of { tag, count }; tag omits the "#" prefix.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A4.9/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), yet the description adds substantial behavioral context beyond them: only frontmatter tags are indexed (inline #tags ignored), hierarchical tags are returned whole rather than split, count is unique notes not occurrences, and the # prefix is stripped. It also discloses the empty-vault behavior (empty array, not an error), which no annotation conveys.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the core behavior, then example, usage, errors, and returns, each under a clear label. Every sentence carries new information; even the example earns its place by showing the exact record shape. No filler or hedging.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description carries the full burden of describing the return value, and it does so with both a concrete example and a prose summary ('JSON array of { tag, count }'). Error behavior for the empty case is covered, so an agent has everything needed to call and interpret this tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes zero parameters, so there is nothing for the description to disambiguate; the baseline for a no-param tool is 4. It does clarify the shape of each returned entry and the tag format, which is useful context but belongs to output semantics rather than parameter semantics.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('List all tags in the vault with note counts') plus the ordering ('count descending'), which is more than a bare restatement of the title. It also implicitly separates itself from siblings like vault_search_by_tag and vault_list_property_keys by scoping to tags only.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly names when to use it ('Discovering what tags exist before searching by tag. Good first step for vault orientation') and names the alternative with the condition that selects it ('Prefer vault_search_by_tag once you know which tag to query — it supports hierarchical prefix matching'). This is textbook when/when-not/alternative guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_list_tasksList TasksA
Read-onlyIdempotent

List checkbox tasks across the whole vault with structured filters — the Tasks-plugin data model over MCP. Both task metadata formats are indexed: emoji signifiers (📅 due, ⏳ scheduled, 🛫 start, ➕ created, ✅ done, ❌ cancelled, 🔺⏫🔼🔽⏬ priority, 🔁 recurrence, 🏁 onCompletion, 🆔/⛔ dependencies) and Dataview inline fields ([due:: 2026-07-04], [priority:: high], ...). Every result carries its attribution — note path, folder, line number, and the nearest heading when the task sits under one (the lane on a Kanban board) — so no follow-up reads are needed to locate a task. Task lines inside fenced code blocks and %% %% comment blocks are not indexed. Checkboxes typed NON_TASK in the Tasks plugin's status registry are also excluded.

Example: vault_list_tasks({ due: { before: "2026-07-04" } }) — overdue triage; the default status (not_done) and sort (due ascending) make this the "what's overdue?" call Example: vault_list_tasks({ path: "Code Projects/vault-cortex/TASKS.md", heading: ["Active", "Up Next", "Waiting On"], sort_by: "position" }) — actionable Kanban lanes in board order Example: vault_list_tasks({ folder: "Code Projects/vault-cortex" }) — all open tasks across a project tree (TASKS.md + task-notes/ subdirectories) Example: vault_list_tasks({ status: "done", done: { after: "2026-06-26" } }) — what got completed this week Example: vault_list_tasks({ top_level_only: true, path: "TASKS.md" }) — board cards only, excluding checklist sub-items

When to use: Reading task status and order on one board (path + sort_by: "position"; add status: "all" to include done and cancelled cards). Also any vault-wide task triage question — "what's overdue?", "what's open per project?", "what did I finish this week?" — in one call instead of per-board reads. Prefer vault_read_note (heading mode) only when you need a lane's verbatim Markdown or a task's state right after a write. Prefer vault_search for full-text queries over note content.

Behavior: Reads the search index, which picks up a file change within a few seconds, so a task written moments ago may still show its old state.

Parameters:

  • status: virtual values expand in arrays — ["not_done", "done"] matches todo + in_progress + done.

  • due / scheduled / start / done / created / cancelled: a date filter only matches tasks that HAVE that date.

  • folder: a whole folder, subfolders included ("Projects" covers "Projects/Archive" but not "ProjectsOld/"), ignoring ASCII letter case.

Errors:

  • A malformed or calendar-invalid date filter throws with remediation text ("Use YYYY-MM-DD")

  • path without the ".md" extension is rejected

  • No matches returns { total: 0, tasks: [] }, not an error

Returns: JSON { total, tasks }. Every task carries path, line, status, status_char, description, folder, depth (0 for top-level, 1+ for sub-tasks), is_kanban_task, depends_on, and tags (the arrays are [] when empty). Every other field appears only when the task has it: heading (nearest heading above the task), created/scheduled/start/due/done/cancelled dates, priority, recurrence, on_completion, task_id, block_id, parent_block_id (sub-tasks whose parent carries a ^block-id), done_lanes (Kanban boards only), and subtask_progress — { done, total } over the task's DIRECT checklist children, present only when the task has a checklist; done counts status "done" only (a cancelled child counts toward total, not done), and the counts ignore the query's filters — so a filtered or top_level_only read still shows each card's checklist progress.

ParametersJSON Schema
NameRequiredDescriptionDefault
dueNoDue date (📅 / [due:: ]) bounds
tagNoInline task tag, bare name without "#"; parent tags match children
doneNoDone date (✅ / [completion:: ]) bounds
pathNoRestrict to one note (vault-relative path ending ".md", case-sensitive)
limitNoMax results (default 50); total always reports the full match count
startNoStart date (🛫 / [start:: ]) bounds
folderNoRestrict to a folder (e.g. "Code Projects/vault-cortex")
statusNoStatus filter, OR-combined (default "not_done" = todo + in_progress, excluding done and cancelled). "all" includes every status.not_done
createdNoCreated date (➕ / [created:: ]) bounds
headingNoExact heading text or array of headings, OR-combined, case-sensitive (e.g. "Active" or ["Active", "Up Next"])
sort_byNoSort key (default "due"). Date sorts cascade through related fields when the primary is absent (through the rest of due → scheduled → start → created, in that order; done does not cascade); each fallback uses its own natural direction. "position" sorts by file path then line number — the natural order for Kanban boards.due
priorityNoPriority levels, OR-combined; "none" selects tasks with no priority signifier
cancelledNoCancelled date (❌ / [cancelled:: ]) bounds
scheduledNoScheduled date (⏳ / [scheduled:: ]) bounds
sort_directionNoSort direction. Default per field: "asc" for due/scheduled/priority/position, "desc" for start/created/done/note_mtime. Within a date cascade, each fallback uses its own default; an explicit value overrides all fields uniformly.
top_level_onlyNoWhen true, only top-level tasks (depth 0) are returned — excludes indented sub-tasks and checklist items. Default false.

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly/idempotent/non-destructive, yet the description adds substantial behavior beyond them: index lag ('a task written moments ago may still show its old state'), explicit exclusions (fenced code blocks, %% %% comments, NON_TASK statuses), and error semantics (malformed dates throw, no-match is not an error). This is exactly the context an agent needs to avoid misreading stale results.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with purpose, then examples, usage, behavior, parameters, errors, returns in clear sections — every section earns its place for a 16-parameter tool. It is long, and some example redundancy exists, but the structure makes it scannable rather than bloated.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema exists, so the description carries the full return-shape burden, and it does so thoroughly (total/tasks, always-present vs conditional fields, subtask_progress semantics including the cancelled-child edge case and filter independence). For a complex 16-param read tool, nothing material is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description adds genuine meaning beyond it: 'virtual values expand in arrays' for status, the rule that 'a date filter only matches tasks that HAVE that date', and folder case-insensitivity with subfolder inclusion. These semantics are not obvious from the schema alone.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource (list checkbox tasks across the vault) and immediately scopes it against the Tasks-plugin data model, naming what metadata formats are indexed. It explicitly routes away from siblings: 'Prefer vault_read_note (heading mode)... Prefer vault_search for full-text queries'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Has a dedicated 'When to use' block plus five concrete examples covering triage, Kanban lanes, project trees, and weekly done queries, and explicitly names alternatives (vault_read_note, vault_search) with the condition that selects each. Nothing is left to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_memory_recallMemory RecallA
Read-onlyIdempotent

Recall memory entries about a topic — entry-granular hybrid (keyword + semantic) retrieval across ALL About Me/ files and ALL time. Returns every relevant dated entry sorted oldest-first, so the full evolution of a preference, opinion, or fact is visible — semantic matching finds early entries even when their phrasing differs from the query. Tuned for recall over precision: expect some marginal entries and judge relevance yourself when synthesizing an answer. Content-word queries ("testing philosophy", "sustainable pacing") rank best. A meta-framed query ("opinions on testing") that scores below the relevance threshold degrades to relaxed any-term keyword matching instead of returning nothing.

Example: vault_memory_recall({ query: "working hours and pacing" }) Example: vault_memory_recall({ query: "testing philosophy", file: "Opinions" })

When to use: Answering "what does my memory say about X?" or "how has my view on Y evolved?" — topic-based recall across memory files. Prefer vault_get_memory to read a known file or section verbatim; prefer vault_search for notes outside the memory layer.

Errors:

  • No matching entries returns { entries: [], total: 0 }, not an error

  • An unknown file returns empty results — call vault_list_memory_files to discover valid names

Returns: JSON { entries, total, truncated, search_mode, reranked }. Each entry is { file, section, date, text } — text is the raw entry markdown (wikilinks intact, continuation lines included); file and section feed directly into vault_get_memory or vault_delete_memory. entries ascend by date (oldest first). total counts all matched entries; truncated=true means limit dropped the least-relevant matches — never a date range — so raise limit or narrow the query for the complete set. file is applied before limit, so limit keeps the most relevant matches from that file. search_mode is "hybrid" when vector matching contributed, "fts" when the entries came from keyword matching alone — including the any-term fallback that rescues a would-be-empty result; reranked is true when the cross-encoder relevance cut was applied.

ParametersJSON Schema
NameRequiredDescriptionDefault
fileNoOptional: restrict to one memory file, name without .md (e.g. "Opinions"), in its exact letter case. Omit for cross-file recall — the default and usual choice.
limitNoCap on returned entries (default 50).
queryYesTopic to recall — natural language works best (semantic matching bridges phrasing drift across months); content words about the topic rank better than meta framing ("testing philosophy" over "opinions on testing")

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare read-only/idempotent/non-destructive, but the description adds substantial behavioral context beyond them: recall-over-precision tuning (expect marginal entries), the any-term keyword fallback that rescues a would-be-empty result, that unknown files return empty rather than erroring, and the meaning of truncated/search_mode/reranked.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with purpose then usage then errors then returns, so scanning is easy. It is long and the Returns paragraph is dense, but nearly every sentence carries non-redundant semantics; only marginal tightening is possible.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description fully specifies the return shape ({entries, total, truncated, search_mode, reranked}), per-entry fields, sort order, and error semantics. Nothing an agent needs to interpret results correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description genuinely extends it: query phrasing guidance (content words rank better than meta framing), that file is applied before limit, and that limit drops least-relevant matches rather than a date range. The file parameter's case-sensitivity and default omission are covered by the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (recall), resource (memory entries), retrieval mechanism (entry-granular hybrid keyword + semantic), and scope (ALL About Me/ files, ALL time). It explicitly distinguishes itself from vault_get_memory and vault_search, so an agent can route without opening schemas.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The 'When to use' block gives concrete trigger questions ('what does my memory say about X?') and names the two alternatives with the conditions that select them: vault_get_memory for a known file/section verbatim, vault_search for notes outside the memory layer. Exclusions are explicit.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_move_noteMove NoteA
Destructive

Move or rename a note and rewrite every link across the vault that points to it, like Obsidian's built-in rename. Incoming links in other notes — [[wikilinks]], [[wikilink|aliases]], [[wikilink#headings]], ![[embeds]], markdown, and frontmatter links (e.g. related:) — are updated to the new path; the moved note's own relative links are fixed so they still resolve from the new folder, including relative links to attachments (e.g. ![[../assets/photo.png]], img). A link is only rewritten when leaving it unchanged would break it, so a short [[Note]] that stays unambiguous after a folder move is left alone. Moving a note any other way can silently break its backlinks.

Example: vault_move_note({ old_path: "Inbox/Draft.md", new_path: "Inbox/Spec.md" }) — pure rename. Example: vault_move_note({ old_path: "Inbox/spec.md", new_path: "Inbox/Spec.md" }) — case-only rename; works even where the filesystem treats both spellings as one file. Example: vault_move_note({ old_path: "Inbox/Spec.md", new_path: "Projects/Spec.md" }) — move to another folder, updating links and the note's own relative links. Example: vault_move_note({ old_path: "Inbox/Spec.md", new_path: "Projects/Spec.md", prune_empty_folders: true }) — also remove "Inbox" if the move empties it.

When to use: Renaming a note or relocating it to a different folder while keeping the link graph intact. Prefer this over vault_write_note + vault_delete_note, which would orphan every backlink. To only change a note's body or properties, use vault_patch_note or vault_update_properties. Protected paths (About Me/ and the daily notes folder (read from DAILY_NOTES_FOLDER or .obsidian/daily-notes.json, defaulting to Daily Notes/)) cannot be moved.

Parameters:

  • prune_empty_folders removes each parent folder of old_path that the move leaves with zero entries, up to but never including the vault root; a folder holding any file, even a hidden .DS_Store, is kept. An in-place rename or a move into a subfolder of the source prunes nothing. Pruning is best-effort: a folder that can't be removed never fails the call. Without it, empty folders stay, matching Obsidian.

Errors:

  • "destination exists: …" — a note already lives at new_path; this tool never overwrites. Pick a free path or delete the existing note first.

  • "note not found: …" — old_path does not exist; verify it with vault_list_notes.

  • "source and destination are the same path" — old_path and new_path name the same note, so there is nothing to move.

  • "cannot move protected path …" / "cannot move into protected path …" — old_path or new_path sits under a protected folder.

  • "cannot read daily notes config from .obsidian/daily-notes.json" — the file exists but is unreadable, so the daily notes folder to protect is unknown; repair it, or set DAILY_NOTES_FOLDER or PROTECTED_PATHS, then retry.

  • "path must end in …" — both old_path and new_path must end in .md.

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — use vault-relative paths with no hidden (dot-prefixed) file or folder in them (notes cannot move from or into hidden paths, matching Obsidian).

  • "concurrent write in progress" — a write is in flight on the note, the destination, or one of its backlink sources (the move locks all of them as one unit); retry the move.

  • "backlink set did not stabilize" — the vault was modified during the move and new backlink sources kept appearing across retries; nothing was written; retry the move.

  • An ordinary move that fails partway (rare: a permission or disk error) — no data is lost, and the error names what failed and the resulting state. The original is deleted last, after the destination and every backlink are written. If a backlink write failed: new_path exists and old_path is intact, so delete the partial new_path, then re-run the move. If the final delete failed: both paths exist, so delete old_path to finish.

  • A case-only rename that fails partway — the note is renamed in place first. If the rename failed: nothing was written. If a later link write failed: the note already lives at new_path and old_path is gone, so fix the remaining links in place (the error names the note whose update failed) instead of re-running the move.

Obsidian syntax: Link rewrites preserve each link's existing form — embed marker (!), heading anchor (#…), and alias (|…) are kept; a markdown link keeps its original extension and link text. Only the target path is changed.

Returns: JSON with moved_to (the new path), links_updated (count of link occurrences rewritten, including the moved note's own relative links), updated_notes (sorted paths of the other notes that were edited; the moved note is implied by moved_to), and pruned_empty_folders (count of empty parent folders removed — 0 unless prune_empty_folders was set).

ParametersJSON Schema
NameRequiredDescriptionDefault
new_pathYesDestination vault-relative path (e.g. "Projects/Spec.md"). Must end in .md and must not already exist; parent folders are created as needed. Use the exact letter case of existing folders; a different case can create a second folder.
old_pathYesCurrent vault-relative path of the note to move (e.g. "Inbox/Draft.md"). Must end in .md. Use the exact letter case.
prune_empty_foldersNoWhen true, also remove parent folders of old_path that the move leaves empty. Default false.

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare destructiveHint=true and idempotentHint=false, but the description adds far more: exactly which link forms are rewritten, the 'only rewrite when leaving it unchanged would break it' rule, write ordering (original deleted last), partial-failure recovery for both ordinary and case-only renames, lock scope, and pruning semantics. This is behavioral context an agent cannot get from the annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the core behavior, then examples, when-to-use, parameters, errors, syntax, and returns — clearly sectioned and skimmable. It is long, but the length is justified by the number of distinct error/recovery paths; the four examples earn their place by disambiguating rename vs move vs prune.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite having no output schema, the description fully specifies the return payload (moved_to, links_updated, updated_notes, pruned_empty_folders), enumerates the failure modes and their recovery, and covers the preconditions (protected paths, path form). Nothing an agent needs to invoke or recover from this call is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the 'Parameters:' section meaningfully extends prune_empty_folders beyond the schema (per-parent behavior, hidden-file caveat, no-op on in-place rename or moves into source subfolders, best-effort failure tolerance). old_path/new_path behavior such as case-only renames and the .md requirement is also elaborated, though much of that duplicates the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The opening sentence states a specific verb (move or rename), a specific resource (a note), and the distinctive side effect (rewriting every incoming and outgoing link across the vault). It explicitly distinguishes itself from siblings by naming vault_write_note + vault_delete_note, vault_patch_note, and vault_update_properties as the wrong tools for adjacent tasks.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

A dedicated 'When to use' line gives the triggering scenario (rename or relocate while keeping the link graph intact), and the description states both when-not (use vault_patch_note/vault_update_properties for body or property edits) and the anti-pattern (write+delete orphans backlinks). It also discloses the protected-path precondition that blocks the call.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_patch_notePatch NoteA
Destructive

Surgical edits to a markdown note — append, prepend, replace, or insert content by heading. Frontmatter values are preserved; YAML formatting may be normalized to block style on first edit.

Example: vault_patch_note({ path: "Projects/plan.md", operation: "append", heading: "Open questions", content: "- Which region hosts the backup?" })

When to use: Modifying part of an existing note without overwriting the entire body. Prefer vault_write_note for creating new notes, or full rewrites (with overwrite: true). Prefer vault_replace_in_note for in-place text changes (typos, renaming) that stay in the same location. Prefer vault_create_task for adding a task. Prefer vault_update_task for completing or moving a task in one write.

Operations:

  • append: add content at end of section (or end of file if no heading)

  • prepend: add content after heading line (or at the top of the body, below frontmatter, if no heading — how you add a leading callout). To start a new section above the note's current first heading, use insert_before on that heading, not a no-heading prepend.

  • replace: replace section body (heading preserved; requires heading; errors if the target has child headings unless include_children is set)

  • insert_before: insert content above the heading line (requires heading)

Heading-targeted ops keep the matched heading and write content verbatim. No separator is added around the content — end it with a newline to leave a blank line after the inserted block.

Limitation: A no-heading prepend inserts at body line 0. If the note has content above its first heading and your content starts with a heading, the pre-existing content becomes the new section's body. The write still succeeds and the confirmation says so — use insert_before on the first heading to place a section above it instead.

Section boundaries: a section spans from its heading to the next heading of the same or higher level (or EOF), so it includes its child headings. Empty headings ("##" with no text) act as boundaries but cannot be targeted — edit their content via vault_replace_in_note instead.

Editing a leading callout: read it via vault_read_note(outline: true), then vault_replace_in_note the old block for the new one (a no-heading prepend would stack a second callout above it).

Errors:

  • "note not found" — path does not exist; check vault_list_notes for valid paths

  • "path must end in …" — add the .md extension

  • "heading not found" — no heading matches the text; error lists available headings

  • "ambiguous heading" — multiple headings match; use heading_level to disambiguate, or use vault_replace_in_note to target by text content when headings share the same level

  • "operation … requires a heading target" — replace and insert_before need a heading

  • "heading cannot be empty" — heading is whitespace only; pass the heading's text

  • "content begins with the heading … which would duplicate it" — content's first line repeats the target heading; omit it (the matched heading is kept automatically)

  • "section … has N child headings …" — the target section contains child headings that replace would destroy; pass include_children: true to confirm, or target the child heading directly

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — use a vault-relative path with no hidden (dot-prefixed) file or folder in it

  • "concurrent write in progress" — another write to this note is in flight; re-read the note and retry

  • "content contains a control character" — content includes a non-printable control byte; remove it before writing

Obsidian syntax: Content is Obsidian Flavored Markdown (no escaping applied). Watch for: #word = tag, [[ = wikilink, %% = comment block. Inserting heading-level content (## New Section) changes the note's structure — future heading-targeted ops may resolve differently. Table rows: send only the data row ("| cell1 | cell2 |"), not the header or separator — duplicating them splits the table.

Returns: Confirmation message — "Applied to → ", where target is the matched heading (e.g. "## Active") or "file body" for a no-heading append/prepend. A no-heading prepend that nested existing content under an inserted heading adds a sentence naming the content's size and the call that would have avoided it.

ParametersJSON Schema
NameRequiredDescriptionDefault
pathYesVault-relative path to the note, including the ".md" extension (e.g. "TASKS.md", "Projects/plan.md"). Use the exact letter case.
contentYesMarkdown content to insert. Must not begin with the target heading text (it would duplicate the heading, which is kept automatically).
headingNoTarget heading text (case-sensitive exact match). Omit for a file-level append or prepend.
operationYesappend | prepend | replace | insert_before.
heading_levelNoHeading level (1-6) for disambiguation when multiple headings share the same text
include_childrenNoWhen true, allows replace to overwrite a section that contains child headings. Without this, replace errors if children exist — preventing silent data loss.

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare destructiveHint=true and non-idempotent, but the description goes far beyond them: frontmatter preservation and YAML normalization to block style, no separator insertion around content, the data-loss risk of replace on sections with child headings, the no-heading prepend nesting trap, section-boundary semantics, empty-heading non-targetability, and a full error catalogue with recovery actions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Purpose and when-to-use are front-loaded and the body is cleanly partitioned into Operations, Limitation, Section boundaries, Errors, Obsidian syntax, and Returns. It is long, and the 13-entry error list plus the table-row and Obsidian-syntax asides push past what most calls need, but nearly every line carries actionable information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a destructive, non-idempotent mutation tool with no output schema, the description covers safety, failure modes, structural side effects, and the exact return string format. Nothing an agent needs to invoke it correctly or recover from errors is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description adds real meaning beyond the enum: per-operation targeting rules (which ops require a heading), how heading matching behaves, how heading_level disambiguates, and what include_children actually authorizes. It stops short of documenting path/content syntax further because the schema already does that.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Surgical edits to a markdown note') and enumerates the four operations up front. It explicitly distinguishes itself from siblings by naming vault_write_note, vault_replace_in_note, vault_create_task, and vault_update_task with the condition that selects each.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is an explicit 'When to use' line plus four named alternatives with the scenario each covers (new notes, full rewrites, in-place typo fixes, task creation/completion). Edge cases such as 'to start a new section above the first heading use insert_before, not a no-heading prepend' make the routing unambiguous.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_read_fileRead FileA
Read-onlyIdempotent

Read a non-markdown vault file in its most useful form per type — the read-side companion to vault_read_note for everything that isn't a note.

Example: vault_read_file({ path: "attachments/diagram.png" }) — the image itself, shrunk when too large Example: vault_read_file({ path: "Boards/Roadmap.canvas" }) — a readable outline of the canvas Example: vault_read_file({ path: "exports/data.json" }) — the file content as text Example: vault_read_file({ path: "exports/big.csv", limit: 500 }) — the first 500 lines, preceded by a metadata line stating the window and total line count Example: vault_read_file({ path: "papers/research.pdf" }) — structured text with title, headings, and links

What each file type returns:

  • Images (.png/.jpg/.jpeg/.gif/.webp): the image as a viewable image block — downscaled and recompressed server-side when it exceeds the image output budget (MAX_IMAGE_OUTPUT_BYTES, 49152 bytes) or 1568 pixels on its longer side, delivered untouched otherwise — plus a text line stating the path, delivered format/dimensions/bytes, and the original dimensions when shrunk. Animated GIFs are reduced to their first frame when recompressed.

  • Canvas (.canvas): a readable markdown outline per JSON Canvas 1.0 — groups (by visual containment), node content in reading order, and a connections list with edge labels.

  • PDFs (.pdf): structured text with document metadata — title, page count, heading hierarchy (from font sizes relative to the body text), code blocks and inline code (from monospace fonts), page separators, and a deduplicated links footer. Richer than flat text extraction: headings, code, and hyperlinks that flat extraction loses are preserved.

  • Text formats (.svg/.json/.txt/.csv/.xml/.log/.yaml/.yml/.base): the file content verbatim as text. .svg is returned as its XML source; .base as its YAML source.

raw: true switches a canvas or PDF to its other form:

  • Canvas: the exact JSON source (geometry, ids, colors — full fidelity) instead of the outline.

  • PDF: each page rendered and returned as an image block instead of extracted text, showing layout, diagrams, tables, and formatting that text extraction cannot preserve. Image-only and scanned PDFs work in raw mode. Only the first 5 pages are rendered; the text read (without raw) covers every page.

Line paging: start_line and limit page any text result — text formats, canvas outlines and raw JSON, PDF-extracted text — as a 1-based line window, preceded by a metadata line stating the window, the total line count, and where to continue ("data.csv — lines 51–100 of 400 (continue with start_line: 101)"). The text output cap (100 KiB) applies to each window, so one very long line can still overflow it; paging never gets around the file-size cap. Paged windows come back with \n line endings and no trailing newline; a read without paging inputs stays byte-exact.

When to use: whenever a note references a file you need to actually see or read — an embedded diagram, a linked canvas, data file, or PDF. Find the files a note links to (with byte sizes) via vault_get_outgoing_links; browse a folder's files via vault_list_files. vault_search also indexes canvas, PDF, and text-format content, but not images or other files. For .md notes use vault_read_note — this tool rejects them. To check a large file's line count before reading it whole, request start_line: 1 with limit: 1 — one line plus the total.

Errors:

  • "not a file" — the path ends in .md; read notes with vault_read_note

  • "file not found" — nothing exists at that path; discover valid paths via vault_list_files

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — use a vault-relative path with no hidden (dot-prefixed) file or folder in it (hidden files are not readable, matching Obsidian)

  • "file too large" — the file exceeds the file-size cap (MAX_FILE_BYTES, default 50 MiB)

  • "text output too large" — a text file, canvas, or PDF renders past the text output cap; page it with start_line and limit, or reduce limit when a single window overflows

  • "start line past the end" — start_line exceeds the file's line count; the error states the total, so retry with a smaller start_line

  • "line range is not available" (start_line or limit on an image, or on a PDF read with raw: true) / "raw source is not available for images" (raw on an image) — drop that input; paging applies only to text results, and an image always comes back as its image block

  • "not valid UTF-8" — the file's bytes aren't UTF-8 text; returning them would silently corrupt the content

  • "invalid .canvas JSON" — the canvas file is empty or not valid JSON, so no outline can be built; set raw: true to read its source as text

  • "PDF has no extractable text" — the PDF contains no text (scanned or image-only); the error states the page count. Set raw: true to render pages as images instead

  • "PDF page rendering failed" — raw: true was set but no pages could be rendered; the PDF may be corrupt

  • "image cannot be fitted" — the image could not be compressed under the image output budget

  • an image that cannot be decoded (corrupt, empty, or not an image despite its extension) fails with the decoder's message, e.g. "Input buffer contains unsupported image format"; replace or re-export the file

  • unsupported types (audio, archives, …) return an error naming the readable types plus the file's existence and size

Returns: for images, an image content block plus a one-line metadata text block; for PDFs with raw: true, a metadata text block followed by alternating image and text blocks (one pair per page); for every other supported type, a single text content block — preceded by a window-metadata text block when start_line or limit was given.

ParametersJSON Schema
NameRequiredDescriptionDefault
rawNoReturn the file's alternative form: JSON source for .canvas, page images for .pdf. Changes nothing for text formats, which already return their source. Rejected for images.
pathYesVault-relative path to the file, including its extension (e.g. "attachments/photo.png", "Boards/Roadmap.canvas"). Must NOT end in ".md" — notes are read with vault_read_note. Use the exact letter case.
limitNoMaximum lines returned (default: all remaining).
start_lineNoFirst line to return, 1-based (default 1).

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations cover the safety profile (read-only, idempotent, non-destructive), and the description layers on rich behavior: server-side downscaling thresholds (49152 bytes / 1568px), animated GIF first-frame reduction, the 5-page raw PDF render limit, per-window text caps, and byte-exactness of unpaged reads. This is well beyond what structured fields provide.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with examples, then a per-type return table, paging rules, usage, errors, and returns — logically ordered and each section scannable. However it is unusually long for a read tool, and the exhaustive error catalogue (13 entries) is closer to reference documentation than agent-facing guidance.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description fully compensates by enumerating return shapes per type (image block + metadata line, alternating image/text page pairs, single text block with optional window metadata). Combined with paging, error, and size-cap coverage, an agent has everything needed to call and interpret this tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so baseline is 3; the description adds genuine meaning on top — how start_line/limit produce a metadata prefix with window and total, the 'continue with start_line: 101' hint, and the trick of start_line:1 with limit:1 to probe line count. It slightly understates raw's rejection for images in the paging context, but coverage is strong.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource ('read a non-markdown vault file') and immediately positions itself as the read-side companion to vault_read_note, explicitly rejecting .md. The per-type return breakdown makes the scope unambiguous relative to siblings like vault_read_note and vault_list_files.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Has a dedicated 'When to use' section naming triggers (a note references a file you need to see), plus explicit alternatives: vault_get_outgoing_links to find linked files, vault_list_files to browse, vault_search for indexed content, vault_read_note for .md. It even states exclusions ('not images', 'this tool rejects them').

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_read_noteRead NoteA
Read-onlyIdempotent

Read a markdown note by its vault-relative path. By default returns the full raw content including properties; optional modes return just the properties, just the heading outline, or just one section — so large notes don't blow the token budget.

Example: vault_read_note({ path: "Projects/vault-cortex.md" }) Example: vault_read_note({ path: "Projects/vault-cortex.md", properties_only: true }) Example: vault_read_note({ path: "TASKS.md", outline: true }) Example: vault_read_note({ path: "TASKS.md", heading: "Active" }) Example: vault_read_note({ path: "TASKS.md", heading: "Done", heading_level: 2 }) // disambiguate when several "Done" headings exist Example: vault_read_note({ path: "TASKS.md", heading: "Done", start_line: 1, limit: 20 }) // first 20 lines of an oversized section

When to use: You know the exact path and need a specific note's content. For a large note (a long board or doc), use outline: true to see its headings and any text sitting above them, then heading: "..." to read just the one section you need — both far cheaper than pulling the whole file. Use properties_only: true when you only need properties. For an oversized note or section, page it with start_line and limit to read a window at a time. To check a note's or section's line count, request start_line: 1 with limit: 1 — one line plus the total. Prefer vault_search when you don't know the path. For task status or order on a board, prefer vault_list_tasks; heading mode returns a lane's verbatim Markdown. Prefer vault_get_memory for About Me/ files (returns content without properties). To edit a section you've read, use vault_patch_note. To explore what links to this note or what it links to, use vault_get_backlinks and vault_get_outgoing_links.

Section boundaries: a section spans from its heading to the next heading of the same or higher level (or EOF). Child headings are included. Modes are mutually exclusive — set at most one of properties_only, outline, or heading. Paged reads normalize line endings to LF; unpaged reads stay byte-identical.

Errors:

  • "note not found" — no note exists at this path; verify it with vault_list_notes

  • "heading not found" — no heading matches the text; error lists available headings

  • "ambiguous heading" — multiple headings match; use heading_level to disambiguate, or read the full note (omit heading) when headings share the same level

  • "outline, heading, and properties_only are mutually exclusive" — only one mode per call

  • "heading_level requires a heading" — heading_level only disambiguates a heading; pass heading with it

  • "heading cannot be empty" — heading is whitespace only; pass the heading's text

  • "line paging is not available in outline mode" / "... properties_only mode" — start_line/limit only work on text renditions (full read or heading section)

  • "start line past the end" — start_line exceeds the rendition's line count; error states the total

  • 'path must end in ".md"' — the path names a non-markdown file; read files (images, .canvas, data files) with vault_read_file instead

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — use a vault-relative path with no hidden (dot-prefixed) file or folder in it

Returns: Raw markdown string (default); JSON object of properties (properties_only); JSON outline object, shaped as the outline parameter describes (outline); raw markdown of the section, heading line included (heading). When start_line or limit is given, the result is preceded by a window-metadata text block ("path — lines 1–20 of 250 (continue with start_line: 21)").

Outline: bytes at the root is the whole file's on-disk size and modified is its filesystem modification time; each heading's bytes is the exact UTF-8 byte length of the text that heading mode returns for that section. Empty headings ("##" with no text) appear with text: "" — they act as section boundaries but cannot be targeted by the heading parameter; read the parent section (which includes child headings) or the full note, and edit via vault_replace_in_note.

ParametersJSON Schema
NameRequiredDescriptionDefault
pathYesVault-relative path to the note, including the ".md" extension (e.g. "About Me/Principles.md"). Use the exact letter case.
limitNoMaximum lines returned (default: all remaining).
headingNoReturn only this section. Case-sensitive exact match.
outlineNoIf true, returns { bytes, modified, leading_callout?, leading_content?, headings } as JSON instead of body content — a cheap structure fetch for large notes. headings: [{ level, text, bytes }]; leading_callout: { type, title, body } when the note has a top-of-file callout; leading_content: the rest of the body text above the first heading (callout lines excluded) when the note has any.
start_lineNoFirst line to return, 1-based (default 1). Pages the text output (full body or a heading section). Not valid for outline or properties_only (JSON modes).
heading_levelNoHeading level (1-6) for disambiguation when multiple headings share the same text; only applies with heading
properties_onlyNoIf true, returns parsed properties as JSON instead of full note content

TDQS

A4.9/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), and the description adds substantial non-obvious behavior: mode mutual exclusivity, LF normalization on paged reads vs byte-identical unpaged reads, section-boundary rules, security blocks on absolute/traversal/hidden paths, and a full error catalog. This is well beyond what the annotations convey.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with purpose then examples, and nearly every sentence earns its place given seven interacting parameters. Slightly long: the Returns and Outline paragraphs restate shape details already present in the schema descriptions, and the six examples are more than strictly needed.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description carries the full return-value burden and does so: raw markdown default, JSON for properties_only and outline, section markdown with heading line included, and the window-metadata prefix on paged reads. Error recovery paths are also covered, so nothing needed to call this correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% (baseline 3), but the description adds semantics the schema cannot express: properties_only/outline/heading are mutually exclusive, heading_level only applies with heading and exists to disambiguate same-text headings, start_line/limit are invalid in JSON modes, and the 'start_line: 1, limit: 1' trick to obtain line counts.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource (read a markdown note) scoped by vault-relative path, and immediately distinguishes itself from vault_read_file via the '.md' requirement and from vault_search via 'you know the exact path'. An agent can tell it apart from every sibling without opening a schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicit routing: vault_search when the path is unknown, vault_list_tasks for task status/order, vault_get_memory for About Me files, vault_patch_note to edit, vault_get_backlinks/vault_get_outgoing_links for link exploration. It also gives mode-selection guidance (outline first, then heading; properties_only when only properties are needed) and paging advice for oversized notes.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_recent_notesRecent NotesA
Read-onlyIdempotent

List recently modified or created notes, sorted by timestamp — a time-ordered window into the vault, not a date-range filter.

Example: vault_recent_notes({ sort_by: "modified", limit: 10 }) Example: vault_recent_notes({ sort_by: "created", limit: 5 })

When to use: Catching up on vault changes, finding recent work, or orienting after a break. Prefer vault_search for content-based discovery. Prefer vault_search_by_folder for browsing a specific folder.

Parameters:

  • sort_by + limit interact: "modified" (default) uses filesystem mtime, so every note has a value and limit works predictably. "created" uses the frontmatter created property — notes without it sort last (not excluded), so a small limit may return only notes that have the property; increase limit or use "modified" for broader coverage.

  • "modified" includes any file write (content edits, property changes, sync touches), so recently-synced notes appear recent even without user edits.

Errors:

  • An empty vault returns an empty array, not an error.

Returns: JSON array of note metadata (path, title, tags, related, folder, type, created, modified, bytes, leading_callout?, additional_properties), sorted descending by chosen timestamp. created is null when the property is missing; bytes is on-disk file size.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMax results (default 20, no upper cap)
sort_byNoSort order (default "modified")modified

TDQS

A5/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already mark this read-only and idempotent, and the description adds valuable behavior beyond that: 'created' sorts notes without the property last rather than excluding them, 'modified' catches sync touches and property changes, and an empty vault returns an empty array. These behavioral details will help an agent predict results accurately.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is organized into clear sections: overview, examples, when to use, parameter interactions, errors, and return format. It is longer than a one-liner, but every sentence adds needed operational context, and the core purpose is front-loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite having no output schema, the description fully documents the return shape: JSON array of note metadata with field names and nullability. It also covers empty-vault behavior and parameter edge cases, so an agent has enough information to call and interpret the tool correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Although the input schema already covers parameter names and defaults, the description explains how sort_by and limit interact, including the pitfall that a small limit with sort_by 'created' may return only notes that have the property. This adds important meaning beyond the schema's minimal descriptions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource: 'List recently modified or created notes, sorted by timestamp.' It also distinguishes itself from a date-range filter and shows examples, making the tool's purpose unambiguous and distinct from sibling search tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description includes a dedicated 'When to use' section and explicitly names alternatives: 'Prefer vault_search for content-based discovery. Prefer vault_search_by_folder for browsing a specific folder.' This gives clear routing guidance and conditions for choosing this tool versus siblings.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_replace_in_noteReplace in NoteA
Destructive

Find and replace text in a markdown note's body. Matches exact text (case-sensitive). Properties are preserved; YAML formatting may be normalized to block style on first edit. Operates on the body only — properties must be edited via vault_update_properties or vault_write_note's properties parameter.

Example: vault_replace_in_note({ path: "Projects/plan.md", old_text: "TODO: write summary", new_text: "Summary complete." }) Example: vault_replace_in_note({ path: "Projects/plan.md", old_text: "- [ ] draft outline\n", new_text: "" }) — removes the whole line, line break included.

When to use: Targeted text changes within a single location — fixing typos, updating values, renaming terms, or removing a short line (new_text=""). Replaces text in place; does not move content across sections. To delete a large multi-line block, prefer vault_delete_span (short anchors instead of full old_text). To replace a large block by anchors instead of reproducing the full old_text, use vault_replace_span. To relocate content between headings, use vault_patch_note to add at the target first, then remove from source (new_text="") — add-before-delete, so a failure duplicates the block instead of losing it.

Parameters:

  • old_text: include enough surrounding context to ensure uniqueness when the target text appears in multiple places. No regex.

  • new_text: non-empty new_text replaces the match exactly. A deletion (new_text="") that leaves an empty line where the match was joins the empty lines above and below it into one gap that keeps the larger of the two counts (only at the end of the note, the count above drops by one); where matches empty their lines, the gap keeps at least one empty line unless it ends the note, so include the line break in old_text to remove the line. Any other deletion, such as text inside a line or a line break that joins two lines, is written exactly as asked. Empty lines outside the joined gaps never change. A line holding only spaces or tabs counts as text, not as an empty line.

  • replace_all_occurrences: replacing only the first match is a safety default for when old_text appears in multiple places. Set true for deliberate bulk renames or term replacements.

Errors:

  • "note not found" — path does not exist; check vault_list_notes for valid paths

  • "path must end in …" — add the .md extension

  • "text not found" — old_text does not appear in the note body; verify exact text with vault_read_note

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — use a vault-relative path with no hidden (dot-prefixed) file or folder in it

  • "concurrent write in progress" — another write to this note is in flight; re-read the note and retry

  • "new_text contains a control character" — new_text includes a non-printable control byte; remove it before writing

Obsidian syntax: new_text is Obsidian Flavored Markdown (no escaping applied). Watch for: #word = tag, [[ = wikilink, %% = comment block in replacement text.

Returns: Confirmation message with replacement count (number of occurrences replaced).

ParametersJSON Schema
NameRequiredDescriptionDefault
pathYesVault-relative path to the note, including the ".md" extension (e.g. "Projects/plan.md"). Use the exact letter case.
new_textYesReplacement text. Empty string ("") deletes the matched text.
old_textYesExact text to find (case-sensitive). Matches in the body only — text inside frontmatter properties is not searched.
replace_all_occurrencesNoReplace all occurrences (default: false — replaces first occurrence only)

TDQS

A4.9/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already flag destructiveHint=true and idempotentHint=false, but the description adds substantial context beyond them: properties are preserved, YAML may be normalized to block style, edits are body-only, replace_all defaults to first-match for safety, and a full error catalogue (concurrent writes, blocked paths, control characters) is enumerated.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with purpose, then examples, when-to-use, parameters, errors — a logical order. However, the paragraph explaining empty-line joining on deletion is dense and hard to parse, and could be tightened given how narrow the case is.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a destructive, non-idempotent mutation tool with no output schema, the definition covers scope boundaries, side effects, safety defaults, error recovery paths, and the return value (confirmation with replacement count). Nothing an agent needs to call it safely is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% (baseline 3), yet the description adds real meaning: old_text requires enough context for uniqueness and is not regex; new_text is Obsidian Flavored Markdown with no escaping, with tag/wikilink/comment caveats; and the long empty-line deletion semantics and replace_all rationale go well beyond the schema's one-line defaults.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource ('Find and replace text in a markdown note's body') and immediately scopes it (body only, not properties). It explicitly distinguishes itself from vault_replace_span, vault_delete_span, and vault_patch_note, so an agent can route without opening schemas.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides an explicit 'When to use' section with concrete scenarios (typos, renaming, deleting a short line) and names three alternatives with the precise conditions that select each (large multi-line block → vault_delete_span; anchor-based block replace → vault_replace_span; relocation between headings → vault_patch_note).

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_replace_spanReplace SpanA
Destructive

Replace a contiguous block of whole lines in a note's body with new content, identified by short anchor substrings instead of the block's full text. Each anchor locates a full line — the entire line is selected, not just the matching substring. Case-sensitive matching. Properties are preserved; YAML formatting may be normalized to block style on first edit. Operates on the body only.

Example: vault_replace_span({ path: "Tracker.md", start_anchor: "| 2024-03-02 | Acme", content: "| 2024-03-02 | Acme Corp | Updated |" }) — replaces the one table row whose line contains that fragment. Example: vault_replace_span({ path: "Notes/Plan.md", start_anchor: "> [!warning] Stale", end_anchor: "remove after launch", content: "> [!info] Current\n> Updated for v2." }) — replaces the callout block with a new one.

When to use: Replacing a block you have already read — a table row, callout, or run of list items — where reproducing it exactly as old_text would be error-prone. Pick a short, unique fragment of the first line for start_anchor and, for a multi-line block, the last line for end_anchor. Prefer vault_replace_in_note for small in-place text changes (typos, renaming). Prefer vault_delete_span when removing without replacement.

Parameters:

  • end_anchor is searched at or after the start line, so the span can never run backward; it must be unique among those lines. If both match the same line, only that one line is replaced.

  • content: empty lines at its start and end join the empty lines around the replaced lines, and each joined gap keeps the larger of the two counts (only at the end of the note, the count above drops by one). So content can widen a gap but not narrow it: a trailing newline leaves at least one empty line after the new block unless the block ends the note. Content made only of empty lines joins both sides into one gap. Empty lines inside content are written as given, and no other empty line in the note changes. A line holding only spaces or tabs counts as text, not as an empty line.

  • first_match applies to both anchors independently.

Errors:

  • "note not found" — verify path with vault_list_notes

  • "path must end in …" — add the .md extension

  • "start anchor not found" / "end anchor not found" — no line contains the fragment (for end_anchor, none at or after the start line); verify with vault_read_note

  • "ambiguous start anchor …" / "ambiguous end anchor …" — the anchor matches multiple lines; use a longer fragment or set first_match: true

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — use a vault-relative path with no hidden (dot-prefixed) file or folder in it

  • "concurrent write in progress" — another write to this note is in flight; re-read the note and retry

  • "content contains a control character" — content includes a non-printable control byte; remove it before writing

Obsidian syntax: content is Obsidian Flavored Markdown (no escaping applied). Watch for: #word = tag, [[ = wikilink, %% = comment block.

Returns: Confirmation message "Replaced lines with lines in " — N counts the lines the span covered, M the line breaks in content plus one.

ParametersJSON Schema
NameRequiredDescriptionDefault
pathYesVault-relative path to the note, including the ".md" extension (e.g. "Tracker.md", "Notes/Plan.md"). Use the exact letter case.
contentYesReplacement content (one or more lines) — replaces every line of the matched span. Must be non-empty.
end_anchorNoShort substring that identifies the LAST line of the block. The entire line is selected. Omit to replace just the single line containing start_anchor.
first_matchNoIf an anchor matches more than one line, use the first match instead of erroring (default: false — ambiguity is an error).
start_anchorYesShort, unique substring that identifies the first line of the block (case-sensitive). The entire line is selected, not just the substring. Pick a brief fragment — do not paste the whole block.

TDQS

A4.9/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations only declare destructiveHint/readOnlyHint/idempotentHint; the description goes far beyond by disclosing whole-line selection semantics, case sensitivity, property preservation, YAML normalization to block style, body-only scope, and concurrency behavior ('concurrent write in progress'). It even documents the full error surface and Obsidian syntax pitfalls, none of which structured fields convey.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Well front-loaded (purpose, examples, when-to-use, parameters, errors, returns) with clear section labels, and the length is largely justified by the operation's complexity. However, the empty-line joining rules are convoluted and slightly redundant with the Returns section, so it is not maximally tight.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a destructive 5-parameter tool with no output schema, the description covers everything needed: return format with N/M semantics, the complete error catalog with remediation, and Obsidian syntax hazards. Nothing an agent needs to invoke it correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% (baseline 3), but the description adds genuinely new semantics: end_anchor is searched at or after the start line so spans cannot run backward, first_match applies to both anchors independently, and content empty-line behavior is spelled out in detail. This meaningfully exceeds the schema's own parameter text.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The first sentence names a specific verb and resource ('Replace a contiguous block of whole lines in a note's body') and immediately states the distinguishing mechanism (anchor substrings rather than full text). It explicitly contrasts with vault_replace_in_note and vault_delete_span, so an agent can select it without opening sibling schemas.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

A dedicated 'When to use' paragraph describes the exact scenario (a block already read, where reproducing old_text would be error-prone) and names two alternatives with their selecting conditions. It also gives practical anchor-selection guidance (short unique fragment of first line, last line for end_anchor).

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_search_by_folderSearch by FolderA
Read-onlyIdempotent

Browse notes in a folder with full metadata (tags, type, related, created, modified) — unlike vault_list_notes, which returns paths only.

Example: vault_search_by_folder({ folder: "Projects" }) or vault_search_by_folder({ folder: "About Me", recursive: false })

When to use: Exploring a folder's contents with full context for vault orientation. Prefer vault_list_notes when you only need paths. Prefer vault_search when you have a text query. Use vault_get_backlinks or vault_get_outgoing_links to explore how notes in a folder connect to the rest of the vault.

Parameters:

  • folder names a whole folder, not a text prefix: "Projects" matches notes under "Projects/" but not "ProjectsOld/". Matching ignores ASCII letter case, and a trailing slash is ignored.

  • limit applies after sorting, so you get the most recently modified notes. Nothing in the response signals truncation: exactly limit results may mean more exist, so raise limit to check.

Behavior: Reads the search index, which picks up a file change within a few seconds, so a note written moments ago may not appear yet. Notes in hidden (dot-prefixed) folders are never indexed, so never appear.

Errors:

  • An empty or nonexistent folder returns an empty array, not an error.

Returns: JSON array of note metadata sorted by most recently modified, then by path: path, title, tags, related, folder, type, created (frontmatter; null when missing), modified (file time), bytes (on-disk size), plus, when present, leading_callout (the note's opening callout, { type, title, body }) and additional_properties (other frontmatter keys).

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMax results (default 20)
folderYesFolder path (e.g. "Projects", "About Me")
recursiveNoInclude subfolders (default: true); false lists only the folder's top level

TDQS

A4.9/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the readOnly/idempotent annotations, it discloses index lag ('a few seconds'), that hidden dot-folders are never indexed, that truncation is not signaled ('exactly limit results may mean more exist'), result sort order, and that a nonexistent folder returns an empty array rather than an error. This is rich, non-obvious behavioral context.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with purpose, then a contrast, then when-to-use, parameters, behavior, errors, and returns — a clean scaffold. It is longer than strictly minimal, and the Returns field list is dense, but nearly every sentence carries information an agent needs.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description fully covers the return shape (fields, sort order, nullable created, conditional leading_callout/additional_properties), error behavior, and freshness caveats. Nothing needed to call or interpret the tool is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is already 100%, but the description adds real semantics: folder matches a whole folder not a prefix ('Projects' not 'ProjectsOld/'), case-insensitive ASCII matching, trailing slash ignored, and that limit applies after sorting with no truncation indicator. These are behaviors the schema cannot express.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (browse/search) and resource (notes in a folder) with scope, and explicitly contrasts with vault_list_notes which 'returns paths only.' An agent can distinguish it from siblings without opening a schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides explicit when-to-use guidance ('Exploring a folder's contents with full context') plus named alternatives: vault_list_notes for paths, vault_search for text queries, and the backlink/outgoing-link tools for graph traversal. Routing is unambiguous.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_search_by_propertySearch by PropertyA
Read-onlyIdempotent

Find notes where a frontmatter property matches a value — metadata-only search, no text query needed. Handles both scalar properties (status: "active") and array properties (tags, related): for arrays, matches if any element equals the value (contains check, not exact array match).

Example: vault_search_by_property({ key: "status", value: "in-progress" }) Example: vault_search_by_property({ key: "type", value: "session-log", folder: "Code Projects" })

When to use: Finding notes by metadata when you don't have a text query. Prefer vault_search when you also have a text query (it supports property filters too). Prefer vault_search_by_tag for tag-specific queries (supports hierarchical prefix matching). Use vault_list_property_keys to discover valid keys and vault_list_property_values to see what values a key takes.

Parameters:

  • key is exact and case-sensitive. Text values match exactly and case-sensitively, with no partial matching or globbing. Stored numbers also match numerically: "04" and "4.0" match number 4 and their own literal text, but not text "4".

  • Numeric matching accepts complete finite YAML core numeric forms: signed decimals, leading-zero decimals, .5, 4., exponents, 0x hexadecimal and 0o octal. Whitespace, final line breaks, prefixes like "4abc", comments, expressions, 0b binary, separators, non-finite values and overflow match only literal text.

  • Numeric equality uses stored number precision: large integers can round to the same value, and underflow such as "1e-999" matches stored zero.

  • Pass a checkbox as "1" or "0" (true is stored as 1, false as 0); "1.0" does not match a checked checkbox.

  • An array element must equal value in full: "blog" matches tags: ["blog", "draft"] but not tags: ["my-blog"].

  • folder names a whole folder and includes its subfolders: "Projects" covers "Projects/Archive" but not "ProjectsOld/". Matching ignores ASCII letter case; omit folder to search the entire vault.

  • limit applies after sorting. Nothing in the response signals truncation: exactly limit results may mean more exist, so raise limit to check.

Errors:

  • An unknown key or unmatched value returns an empty array, not an error.

Returns: JSON array of note metadata (path, title, tags, related, folder, type, created, modified, bytes, leading_callout?, additional_properties), sorted by filesystem mtime descending — recently-synced notes may sort ahead of older content edits.

  • leading_callout appears only when the note has a leading callout.

  • additional_properties appears only when frontmatter has keys outside title, tags, type, created, and related.

ParametersJSON Schema
NameRequiredDescriptionDefault
keyYesProperty key name (e.g. "status", "type", "tags"). Use vault_list_property_keys to discover valid keys.
limitNoMax results (default 20)
valueYesValue to match (e.g. "active", "4", "1e-7"). Use vault_list_property_values to discover valid values for a key.
folderNoRestrict to a folder (e.g. "Projects")

TDQS

A4.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnly, idempotent, non-destructive), so the bar is lower. The description adds substantial non-obvious behavior: exact/case-sensitive matching, numeric coercion rules, checkbox '1'/'0' encoding, subfolder inclusion, silent truncation when limit is hit, and that an unknown key returns an empty array rather than an error. This is well above what annotations provide.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Well front-loaded with purpose, examples, routing, then parameter detail. The numeric-matching paragraph is dense and covers edge cases beyond what most callers need, but the sectioning keeps it navigable.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema exists, yet the description fully specifies the return shape (metadata fields, optional leading_callout/additional_properties, sort order) and the truncation caveat. Nothing an agent needs to call or interpret results correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so baseline is 3. The 'Parameters' block does add meaning beyond the schema (case-sensitivity, numeric/checkbox forms, folder covering subfolders, limit applied post-sort), but much of it restates or elaborates fields the schema already names.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Find notes where a frontmatter property matches a value') and immediately scopes it as metadata-only with no text query. It clarifies the scalar-vs-array matching behavior, which is the key behavioral distinction from sibling search tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicit 'When to use' section, plus named alternatives with selection conditions: prefer vault_search with a text query, prefer vault_search_by_tag for hierarchical tag matching, and use vault_list_property_keys/values for discovery. Routing is unambiguous.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_search_by_tagSearch by TagA
Read-onlyIdempotent

Find notes with a specific tag. By default uses hierarchical prefix matching — a parent tag matches all children (e.g. "project" matches "project/vault-cortex", "project/blog"). Set exact=true for exact match only.

Example: vault_search_by_tag({ tag: "project" })

When to use: Tag-only lookups, for one tag or a whole tag hierarchy, with no text query. Prefer vault_search when you also need text-based relevance ranking. Use vault_list_tags first to discover available tags.

Parameters:

  • tag + exact interact: the prefix match follows the "/" separator, so "project" matches itself and its children but does NOT match "my-project" or "projects". exact=true matches only the literal tag, excluding children.

Errors:

  • An unknown tag or no matches returns an empty array, not an error — don't use as an existence check.

Returns: JSON array of note metadata (path, title, tags, related, folder, type, created, modified, bytes, leading_callout?, additional_properties?), sorted by most recently modified and capped at 20, with no truncation signal: exactly 20 results may mean more exist. bytes is the on-disk file size. Promoted keys are in top-level fields; additional_properties contains only unpromoted keys.

ParametersJSON Schema
NameRequiredDescriptionDefault
tagYesTag name without "#" prefix (e.g. "project", "session-log"). Hierarchical tags use "/" separators (e.g. "project/vault-cortex").
exactNoExact match only (default: false, prefix match)

TDQS

A4.7/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover readOnly/idempotent/non-destructive, yet the description adds genuinely new behavior: an unknown tag or no match returns an empty array rather than an error and should not be used as an existence check, plus a result cap of 20 with no truncation signal so exactly 20 may mean more. That cap/truncation caveat is important and is not expressible in the annotations. Minor gap: no pagination/offset guidance for retrieving past the cap.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the one-line purpose, then labeled blocks (Example, When to use, Parameters, Errors, Returns) that make scanning cheap. The Returns block is dense but earns its length because there is no output schema; the Parameters block repeats a little of what the schema already states.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description supplies the full return contract (field list, promoted vs additional_properties keys, sort order, cap of 20), plus error semantics and the exact-vs-prefix interaction. Nothing an agent needs to call this correctly or interpret results is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, but the description still adds meaning beyond it: the prefix match follows the '/' separator, so 'project' matches its children but NOT 'my-project' or 'projects', and exact=true excludes children entirely. Those boundary/negative examples are the exact failure modes an agent would hit and are absent from the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Opens with a specific verb+resource ('Find notes with a specific tag') and immediately scopes the tool's distinct capability (hierarchical prefix matching on a tag, with an exact override). The 'When to use' block explicitly separates it from vault_search (text relevance) and vault_list_tags (tag discovery), so an agent can route without opening sibling schemas.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

States the selection condition plainly ('Tag-only lookups ... with no text query'), names the alternative to prefer when text ranking is needed, and gives a prerequisite step ('Use vault_list_tags first to discover available tags'). Exclusions and alternatives are both explicit.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_update_memoryUpdate MemoryA
Idempotent

Append a dated entry to a section of a memory file in About Me/. The server prefixes the date automatically ("- YYYY-MM-DD: entry text") and inserts newest-first by default. Idempotent — an exact duplicate (same date + text in the same section) is a no-op, so retrying a timed-out call is safe. Memory files are append-only by default: when a preference changes, append the new state (newest wins) rather than deleting the old one. A file may declare entry-policy: living in frontmatter (surfaced by vault_list_memory_files) — a current-state file where pruning expired entries is expected maintenance rather than a violation.

Example: vault_update_memory({ file: "Opinions", section: "Code patterns (newest first)", entry: "Prefer immutable data structures" })

When to use: Recording a new preference, principle, opinion, or fact about the user. Call vault_list_memory_files first and reuse existing file and section names so entries stay grouped. Prefer vault_write_note for creating non-memory notes. A missing file or section is created automatically (new sections get "(newest first)" appended; new files get a placeholder scope callout to fill in via vault_replace_in_note). A new section name nearly identical to an existing heading (an HTML-entity slip, typo, or spacing variation) is rejected, so a mistyped name cannot silently fragment the file — names differing only in digits (e.g. "2025" vs "2026") are distinct.

Parameters:

  • options.position — "top" (default, newest-first) inserts above existing entries; "bottom" appends below them.

Obsidian syntax: Entry text is Obsidian Flavored Markdown. Watch for: #word = tag, [[ = wikilink. Escape with # or backticks when unintentional.

Errors:

  • "refusing memory write: … would shrink content" — safety guard: the write would leave the file at under half its size, which happens when the file holds content a rewrite cannot keep (for example long YAML comments in its properties). A retry returns the same refusal until a manual edit removes that content; inspect the file with vault_read_note to find it.

  • "entry must be a single line" — memory entries are single dated bullets; collapse newlines or append multiple entries.

  • "section must be a single line" — section names become H2 headings; remove line breaks.

  • "date must be a real ISO calendar date" — options.date only accepts an existing calendar date in bare YYYY-MM-DD form (e.g. "2026-07-02"), not a timestamp.

  • "entry contains a control character" / "section contains a control character" — the value includes a non-printable control byte; remove it before writing.

  • "memory file must not start with a dot" / "memory file must be a bare name without path separators" — use a bare file name: no folder or slash, and no leading dot (that would create a hidden file, invisible in Obsidian and to every listing).

  • "section not created: … is nearly identical to existing section …" — near-duplicate guard; pass the exact existing heading (listed in the error) to append there, or choose a clearly different name for a genuinely new section.

Returns: Confirmation message (notes when an identical entry already existed and nothing was written).

ParametersJSON Schema
NameRequiredDescriptionDefault
fileYesMemory file name without .md (e.g. "Principles"). Use the exact letter case; a different case can create a second file.
entryYesRaw entry text — a single line (newlines are rejected); the server prepends "- **YYYY-MM-DD**: " automatically. Do not include the date or bullet prefix.
optionsNoOptional date and position overrides
sectionYesH2 section heading (e.g. "Decision heuristics (newest first)"). Matched case-insensitively, with or without the "(newest first)" suffix.

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations only declare idempotentHint/destructiveHint/readOnlyHint, but the description adds substantial behavioral context: automatic date prefixing, newest-first insertion, append-only policy with the entry-policy: living exception, auto-creation of missing files/sections, the near-duplicate heading guard, and the shrink-guard refusal behavior. This far exceeds what the annotations convey.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the core action and behavior, then organized into example, when-to-use, parameters, syntax, errors, and returns. Every section earns its place, though the extensive error catalog makes it long; the density is justified by the tool's complexity but is near the upper bound of acceptable size.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite having no output schema, the description explicitly covers the return value ('Confirmation message... notes when an identical entry already existed'), plus edge cases (auto-creation, near-duplicate guard, shrink refusal). Nothing an agent needs to invoke this correctly or interpret failures is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, and the description modestly exceeds it by tying parameter constraints to concrete error conditions (single-line entry/section, bare YYYY-MM-DD date, bare file name with no dot or slash). It adds operational meaning beyond the schema field descriptions rather than merely restating them.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a precise verb and resource: 'Append a dated entry to a section of a memory file in About Me/.' It explicitly differentiates from siblings by naming vault_write_note for non-memory notes and vault_list_memory_files for discovery, so an agent can route correctly without opening either schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides an explicit 'When to use' clause (recording a preference, principle, opinion, or fact about the user) plus a prerequisite workflow ('Call vault_list_memory_files first and reuse existing file and section names'). It also names the alternative for a different case ('Prefer vault_write_note for creating non-memory notes').

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_update_propertiesUpdate PropertiesA
DestructiveIdempotent

Update a note's frontmatter properties via shallow merge — new keys added, matching keys overwritten, null deletes a key, unmentioned keys preserved. Body is never modified.

Example: vault_update_properties({ path: "Projects/todo.md", properties: { status: "active", draft: null } })

When to use: Changing tags, status, type, or any property without reading/rewriting the full note body. Prefer vault_write_note when creating a new note, or replacing the body (with overwrite: true). Read current properties first with vault_read_note({ properties_only: true }) — arrays are replaced entirely, not appended to.

Errors:

  • "note not found" — path does not exist; create the note first with vault_write_note

  • "path must end in …" — add the .md extension

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — use a vault-relative path with no hidden (dot-prefixed) file or folder in it

  • "concurrent write in progress" — another write to this note is in flight; re-read the note and retry

Obsidian syntax: Use arrays for multi-value fields (tags: [a, b]), quote wikilinks ("[[Note]]"), keep types consistent (mismatches cause silent query failures).

Returns: Confirmation message.

ParametersJSON Schema
NameRequiredDescriptionDefault
pathYesVault-relative path to the note, including the ".md" extension. Use the exact letter case.
propertiesYesProperties to merge; a null value deletes that key.

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations declare the write/destructive/idempotent profile, and the description adds substantial non-redundant behavior: shallow-merge semantics, null-deletes-a-key, unmentioned keys preserved, body untouched, and a full error catalog including concurrency retry guidance. The null-delete behavior is exactly the kind of detail annotations cannot express, and it is consistent with destructiveHint=true.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the merge contract, then example, when-to-use, errors, syntax notes, return value — a well-labeled structure where each block earns its place. It is on the longer side, and the Obsidian syntax paragraph is slightly tangential to tool selection, but nothing is padding.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema exists, so the 'Returns: Confirmation message.' line covers the return contract, and the error list, merge semantics, and format caveats cover the rest of what an agent needs. For a 2-param nested-object mutation tool, this is complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, and the description genuinely adds meaning on top: a concrete call example, the rule that arrays are replaced entirely rather than appended, and Obsidian type/quoting conventions for wikilinks and multi-value fields. Only the 'exact letter case' nuance of the path param is left to the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Update a note's frontmatter properties via shallow merge') and immediately scopes the operation: body is never modified. This cleanly separates it from siblings like vault_write_note, vault_patch_note, and vault_replace_in_note.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicit 'When to use' clause plus an explicit alternative ('Prefer vault_write_note when creating a new note, or replacing the body with overwrite: true') and a prerequisite step pointing at vault_read_note({ properties_only: true }). Both the when and the when-not are named.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_update_taskUpdate TaskA
Destructive

Update a task's status, priority, description, dates, dependencies, block_id, checklist items, or heading placement in one call. Any combination of these can change together — every field passed is written in a single edit.

Example: vault_update_task({ path: "TASKS.md", block_id: "my-task", status: "done" }) — complete a task; on a Kanban board, auto-moves to the done lane; a recurring task (🔁) spawns its next occurrence Example: vault_update_task({ path: "TASKS.md", block_id: "my-task", recurrence: "every week" }) — make a task recurring (null removes the rule) Example: vault_update_task({ path: "TASKS.md", block_id: "my-task", heading: "Done" }) — move a task to a different heading (lands at the top of the lane by default) Example: vault_update_task({ path: "TASKS.md", block_id: "my-task", description: "Updated task name", due: "2026-10-01", scheduled: null }) — change the description, set one date, and clear another Example: vault_update_task({ path: "TASKS.md", block_id: "my-task", status: "in_progress", add_subtasks: ["Design", "Implement", "Test"] }) — start working and add checklist stages Example: vault_update_task({ path: "TASKS.md", line: 42, assign_block_id: "my-task" }) — add a block_id to a task that lacks one Example: vault_update_task({ path: "TASKS.md", block_id: "my-task", heading: "Active", position: 3 }) — move to the 3rd position in a lane

When to use: Any change to an existing task — completing, starting, re-prioritizing, editing text, setting or clearing dates, adding checklist items, assigning block_ids, moving between headings, or reordering within a lane. Use vault_list_tasks first to get identification fields (path + block_id or line). For creating a new task, use vault_create_task instead.

Parameters:

  • Exactly one of block_id or line is required to identify the task.

  • At least one change is required. Clearing is always explicit null — omitting a field leaves it untouched.

  • status manages the checkbox and the done/cancelled dates. Kanban: "done" moves the card and its checklist sub-items to the done lane (sub-item checkboxes left as they are); a sub-task stays under its parent. Recurring (🔁): spawns the next occurrence above the completed one (below with the plugin's "next line" setting), dates advanced per the rule. The spawn stays in the source lane with no block_id, 🆔, or ⛔ — follow up with assign_block_id on next_occurrence.line. Completing by line is NOT idempotent for recurring tasks (the spawn occupies the old line); prefer block_id. Delete (🏁 delete / [onCompletion:: delete]): removes the task line and children instead of moving to done. With 🔁 + 🏁, the spawn is created first, then the completed line is removed; with "next line", children transfer to the spawn. Result carries on_completion_applied: "delete".

  • recurrence: a rule ending "when done" bases the next occurrence on the completion day. When set together with status "done", the new rule governs the spawn. Setting recurrence to null while completing removes the rule and completes without spawning.

  • on_completion: passed together with status, the submitted value governs the delete decision — "keep" while completing a "delete" task prevents the deletion.

  • position: applies to a heading move or an auto-done-lane move. Without a heading, it triggers a same-lane reorder to the given position; omitting position performs no reorder. Ignored when the task is deleted on completion. Not valid on sub-tasks.

Errors:

  • "note not found" — path does not exist

  • "path must end in …" — add the .md extension

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — use a vault-relative path with no hidden (dot-prefixed) file or folder in it

  • "exactly one of blockId or line is required" / "blockId and line are mutually exclusive" — pass exactly one of block_id or line

  • "blockId ... not found" — no task line in the note ends with ^block_id

  • "blockId ... is inside a fenced code block or comment" — the block_id matches a line inside a fenced code block or %% %% comment; target a line outside the fence

  • "no task at line N" — line doesn't contain a task checkbox

  • "line N is inside a fenced code block or comment" — the line is inside a fenced code block or %% %% comment; target a line outside the fence

  • "checkbox "[c]" is a NON_TASK status" — the task's checkbox char is typed NON_TASK in the Tasks plugin's status registry, so it is not a task; to change that, retype it there and restart the server

  • "no checkbox symbol for status ..." — the status registry has no symbol for the target status and the built-in default is retyped; update the plugin's status registry to include a symbol for this status, then restart the server

  • "at least one mutation" — no change params provided

  • "cannot move a sub-task to a heading" — explicit heading on a task nested under another task (depth > 0 in vault_list_tasks)

  • "cannot reposition a sub-task" — explicit position on a sub-task (sub-tasks move with their parent)

  • "cannot reorder a task that sits above the first heading" — position without a heading on a task before the first section heading

  • "cannot reorder within "X" — the heading appears N times" — same-lane reorder on a card whose heading name is duplicated in the note; rename one section to make it unique

  • "cannot place at position N under "X" — the heading appears N times" — cross-lane move with an integer position to a heading name that appears more than once; rename one section to make it unique

  • "heading "X" not found; available: ..." — target heading doesn't exist; the error lists the note's headings

  • "multiple done lanes detected" — status "done" on a Kanban board with more than one Complete-marked lane; pass heading to pick the lane

  • "no done lane detected" — status "done" on a Kanban board with no Complete marker and no "Done" heading; pass heading explicitly

  • "blockId ... already exists" / "blockId ... contains invalid characters" — assign_block_id must be unique in the note and match [a-zA-Z0-9-]+

  • "invalid date" — a date param fails calendar validation

  • "description cannot be empty" / "addSubtasks cannot contain an empty item" — whitespace-only description or checklist item

  • "description must be a single line" / "addSubtasks items must be a single line" — a task is one file line; a line break in the text would split its metadata onto a line the parser never reads

  • "taskId ... contains invalid characters" / "dependsOn entry ... contains invalid characters" — task_id and every depends_on entry must match [a-zA-Z0-9_-]+ (the Tasks plugin's id grammar)

  • "unrecognized recurrence rule ..." — the rule text is not Tasks-plugin natural language; written as-is it would silently never recur

  • "concurrent write in progress" — another write to this note is in flight; retry

Obsidian syntax: The Tasks plugin reads metadata off the END of a task line. A trailing signifier in description or add_subtasks text (an emoji field like "🔁 every week", or a Dataview [key:: value] field) that the plugin's parser recognizes as a field — followed only by other recognized fields — is read back as metadata, not text. Whether it is captured depends on the field's value grammar: 🔁 reads any trailing words as its recurrence rule, while 📅 followed by non-date words stays description text. The same interference can change the value an adjacent field reads back with, or make a field appear that was never set. The write still succeeds either way; when the stored line would read back differently than this call set, the result carries an advisories array naming each divergence. The dates a status change stamps or clears (the ✅/❌ dates) produce no advisories on their own — but a description signifier that changes what the stamped date parses back as is still reported.

Returns: JSON { path, line, description, block_id, heading, subtasks, next_occurrence, changes, advisories, on_completion_applied } — line is the final 1-based position (when on_completion_applied is "delete", it is the position the task occupied before removal); description is the current text; block_id and heading reflect the task after the update (block_id is omitted when the task has none, heading when the task sits above the first heading); subtasks lists each checklist item added by add_subtasks as { line, description } (omitted when none were added) — checklist items carry no block_id, so line is the handle for a follow-up update; next_occurrence is present only when a completion spawned a recurring task's next occurrence: { line, description, due?, scheduled?, start? } with only the dates the occurrence has — it carries no block_id, so line is its handle; changes lists every field applied as "field: before → after", with "(none)" for an absent value (for subtasks the two sides are checklist-item counts, and a spawn adds "next_occurrence: (none) → line N"); advisories (omitted when there are none) lists one sentence for each: a stored line that parses back differently than submitted (see Obsidian syntax above), a duplicate tag removed from the line, or a completed recurring task whose rule yields no next occurrence (unreadable rule text or a rule with no dates left); on_completion_applied (present only when the effective on_completion was delete — pre-existing on the task or set in the same call — and it was transitioned to done) is always "delete".

ParametersJSON Schema
NameRequiredDescriptionDefault
dueNoDue date (YYYY-MM-DD) to set, or null to clear.
lineNo1-based line number from vault_list_tasks. Fragile if the file changed since the query.
pathYesVault-relative path to the note containing the task (must end in ".md"). Use the exact letter case.
startNoStart date (YYYY-MM-DD) to set, or null to clear.
formatNoField format for new metadata. Default: auto-detected from .obsidian/ config, falling back to emoji.
statusNoTarget status. "done" appends the ✅ date; "cancelled" appends the ❌ date.
createdNoCreated date (YYYY-MM-DD) to set or clear. Typically auto-stamped; use for corrections.
headingNoTarget heading to move the task to. On Kanban boards this is a lane move; works on any note with headings. Not valid on sub-tasks.
task_idNoTasks plugin 🆔 identifier to set, or null to clear.
block_idNoStable task identifier — the ^block-id at the end of the task line, without the ^. Preferred over line.
positionNoWhere within the target heading the task lands. "top" or "bottom" for the extremes; an integer (1-based) for an exact position among the lane's top-level cards (sub-tasks move with their parent and are not counted). Position 1 is the first card. A position past the card count lands directly below the last card (unlike "bottom", which appends after any non-task text at the end of the section). Defaults to "top" on heading moves.
priorityNoPriority signifier to set, or null to remove it.
scheduledNoScheduled date (YYYY-MM-DD) to set, or null to clear.
depends_onNoTasks plugin ⛔ dependency IDs to set (non-empty), or null to clear.
recurrenceNoTasks plugin 🔁 rule in natural language (e.g. "every week", "every month on the 15th", "every 2 weeks when done") to set, or null to remove it. Completing the task spawns its next occurrence.
descriptionNoNew task description text. Replaces the existing description; metadata fields and block_id are preserved.
add_subtasksNoChecklist items to append, one indented todo line each, under the task's existing items — never replaces them. Can be combined with any other change; not appended when the same call removes the task (on_completion delete). For full sub-tasks with metadata, use vault_create_task with parent_block_id.
on_completionNoTasks plugin 🏁 onCompletion action to set, or null to remove it. "delete" removes the task line on completion; "keep" leaves it in place (which is also the behavior when no 🏁 field exists on the task). Omitting this parameter leaves the field unchanged.
assign_block_idNoAdd or replace the ^block-id on the task line. Letters, digits, and hyphens only; must be unique within the note.

TDQS

A4.7/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations flag destructiveHint=true and idempotentHint=false, and the description substantiates both with concrete detail: Kanban lane moves, the delete-on-completion path that removes the line and children, the recurring spawn's loss of block_id/🆔/⛔, and the explicit caveat that completing by line is NOT idempotent for recurring tasks. It goes well beyond the annotation surface, covering concurrency ('concurrent write in progress'), auth/path blocking, and the advisories divergence mechanism.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The structure is strong — purpose, examples, usage, parameters, errors, syntax notes, and returns are clearly headed and front-loaded. However, the description is enormous relative to the task, and the exhaustive error catalog (24 entries) plus seven examples is heavier than an agent needs to select and invoke correctly, so it is complete rather than concise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the 'Returns' section carries the full burden and documents every returned field including next_occurrence, changes, advisories, and on_completion_applied. Combined with the mutation/error/recurrence semantics, the definition is complete for a 19-parameter mutating tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3; the description earns above that by documenting cross-parameter semantics the schema cannot express: exactly-one-of block_id/line, mutual exclusivity, the explicit-null clearing convention, position's interaction with heading moves (and its invalidity on sub-tasks), and how on_completion/recurrence govern the status='done' transition. Some field-level restatement overlaps the schema, keeping this from a 5.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb+resource ('Update a task's status, priority, description, dates...') and enumerates the full set of mutable fields. It explicitly distinguishes itself from siblings: vault_list_tasks for identification and vault_create_task for creation. An agent can place this tool precisely without opening the schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The 'When to use' paragraph gives explicit conditions (completing, starting, re-prioritizing, editing, setting/clearing dates, moving headings, reordering) and names the alternatives to use first or instead (vault_list_tasks, vault_create_task). It also states the preconditions for a valid call — exactly one of block_id/line, at least one change, explicit null for clearing.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

vault_write_noteWrite NoteA
Destructive

Create a markdown note. Errors if a note already exists at the path unless overwrite is set. Body replaces the entire note content: existing content will be lost unless you include it in body, so do not use this tool for surgical edits to large files. Properties are passed separately and merged with any existing properties when overwriting (new keys added, matching keys overwritten, keys set to null removed, unmentioned keys preserved); overwriting without properties keeps the existing property values.

Example: vault_write_note({ path: "Projects/notes.md", body: "# Notes\n\nProject notes here.", properties: { tags: ["project"], type: "project" } }) Example: vault_write_note({ path: "Projects/notes.md", body: "Updated content.", overwrite: true })

When to use: Creating a new note. Set overwrite: true only when you intend to replace an existing note's body. Prefer vault_update_properties for property-only edits (no body round-trip). Prefer vault_update_memory for appending dated entries to About Me/ memory files.

Errors:

  • "note already exists" — a note already lives at this path; set overwrite: true to replace it, or use vault_patch_note / vault_replace_in_note for partial edits

  • "path must end in …" — add the .md extension

  • "cannot write note …: that path is not a file" — a folder already has this name; choose another path

  • "absolute path blocked" / "path traversal blocked" / "hidden path blocked" — use a vault-relative path with no hidden (dot-prefixed) file or folder in it

  • "concurrent write in progress" — another write to this note is in flight; re-read the note and retry

  • "body contains a control character" — body includes a non-printable control byte; remove it before writing

Obsidian syntax: Body is Obsidian Flavored Markdown (no escaping applied). Watch for: #word = tag (escape with #), [[ = wikilink, %% = comment block. In properties: quote wikilink values ("[[Note]]"), use YAML lists for tags, keep property types consistent (string/number/list mismatches cause silent query failures).

Returns: Confirmation message.

ParametersJSON Schema
NameRequiredDescriptionDefault
bodyYesMarkdown body content — do not include frontmatter fences (---); use the properties parameter instead.
pathYesVault-relative path including the ".md" extension (e.g. "Projects/notes.md"). Parent folders are created as needed. Use the exact letter case; a different case can create a duplicate note or folder.
overwriteNoAllow overwriting an existing note (default: false — errors if file exists).
propertiesNoOptional properties to merge; a null value deletes that key.

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations declare destructiveHint=true and idempotentHint=false, but the description goes well past them: it explains exactly what is destroyed (body replaces the entire note content), how properties merge on overwrite (new keys added, matching overwritten, null removes, unmentioned preserved), concurrency behavior, and an enumerated error catalogue including path-traversal and control-character failures. This is materially richer than the annotations alone.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loads purpose and the irreversible body-replacement warning before examples and error codes; each block (when-to-use, errors, syntax) earns its place. It is longer than strictly necessary — the error catalogue is exhaustive — but the information density remains high and scannable.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a destructive, non-idempotent, 4-parameter write tool with a nested properties object and no output schema, the description covers data-loss risk, overwrite semantics, sibling routing, path rules, syntax pitfalls, and failure modes. Nothing an agent needs to call this safely is missing; the 'Returns: Confirmation message.' line closes the output gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3, but the description adds real meaning beyond it: the merge semantics for properties (what null does to a key, what happens to unmentioned keys when overwriting without properties) and the overwrite gating rule. It also flags Obsidian-specific quirks (#, [[, %%) that affect body and property values, which the schema does not cover.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Create a markdown note') and immediately distinguishes itself from sibling write tools by contrast: vault_patch_note / vault_replace_in_note for partial edits and vault_update_properties for property-only edits. An agent can route correctly without opening any schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Contains an explicit 'When to use' section, a conditional rule for overwrite ('only when you intend to replace an existing note's body'), and names two preferred alternatives with the conditions that select them (property-only edits, appending dated memory entries). No exclusions are left implicit.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 18 tool updatesv0.54.9
    • Changedvault_create_task5 fields changed
      • changedInput schema / properties / heading / description
        Previous value: -"Target heading. Required on Kanban boards; optional on regular notes (omit to append at end of body)."New value: +"Target heading. On a regular note, omit to append at end of body."
      • changedInput schema / properties / parent_block_id / description
        Previous value: -"^block-id (without the ^) of an existing task to nest under as a sub-task. Mutually exclusive with parent_line and heading."New value: +"^block-id (without the ^) of an existing task to nest under as a sub-task."
      • changedInput schema / properties / parent_line / description
        Previous value: -"1-based line number of an existing task to nest under as a sub-task. Mutually exclusive with parent_block_id and heading. Fragile if the file changed since the line was read."New value: +"1-based line number of an existing task to nest under as a sub-task. Fragile if the file changed since the line was read."
      • changedInput schema / properties / position / description
        Previous value: -"Where within the heading section the task is placed. \"top\" or \"bottom\" for the extremes; an integer (1-based) for an exact position among the lane's top-level cards (sub-tasks move with their parent and are not counted). Position 1 is the first card. A position past the card count lands directly below the last card (unlike \"bottom\", which appends after any trailing section content). Defaults to bottom. Kanban boards with new-card-insertion-method set to prepend default to top instead. Ignored when no heading or when placing under a parent."New value: +"Where within the heading section the task is placed. \"top\" or \"bottom\" for the extremes; an integer (1-based) for an exact position among the lane's top-level cards (sub-tasks move with their parent and are not counted). Position 1 is the first card. A position past the card count lands directly below the last card (unlike \"bottom\", which appends after any non-task text at the end of the section). Defaults to bottom."
      • changedInput schema / properties / recurrence / description
        Previous value: -"Tasks plugin 🔁 rule in natural language (e.g. \"every week\", \"every 2 weeks when done\"). Completing the task spawns its next occurrence."New value: +"Tasks plugin 🔁 rule in natural language (e.g. \"every week\", \"every month on the 15th\", \"every 2 weeks when done\"). Completing the task spawns its next occurrence."
    • Changedvault_delete_memory1 field changed
      • changedInput schema / properties / entry / description
        Previous value: -"Exact entry text as shown by vault_get_memory — without the \"- **YYYY-MM-DD**: \" prefix or bullet. Both date and entry must match for deletion."New value: +"Exact entry text as shown by vault_get_memory — without the \"- **YYYY-MM-DD**: \" prefix or bullet."
    • Changedvault_delete_span1 field changed
      • changedInput schema / properties / end_anchor / description
        Previous value: -"Short, unique substring that identifies the LAST line of the block, searched at or after the start_anchor line. The entire line is selected. Omit to delete just the single line containing start_anchor."New value: +"Short substring that identifies the LAST line of the block. The entire line is selected. Omit to delete just the single line containing start_anchor."
    • Changedvault_find_orphans1 field changed
      • changedInput schema / properties / exclude_folders / description
        Previous value: -"Folders to exclude — replaces the defaults ([\"Daily Notes\",\"Templates\",\"About Me\"]), not merged"New value: +"Folder paths to exclude (e.g. Projects; default: daily notes folder, Templates, \"About Me\")"
    • Changedvault_insert_at_anchor1 field changed
      • changedInput schema / properties / content / description
        Previous value: -"Content to insert (one or more lines), inserted verbatim as whole lines — blank lines are kept, and a trailing newline adds a blank line after the block."New value: +"Content to insert (one or more lines)."
    • Changedvault_list_files2 fields changed
      • addedInput schema / properties / extensions / minItems
        Added value: +1
      • changedInput schema / properties / folder / description
        Previous value: -"Folder path to search recursively (e.g. \"attachments\"). Omit to list the whole vault."New value: +"Folder path to search recursively (e.g. \"attachments\" or \"Projects/media\"). Omit to list the whole vault."
    • Changedvault_list_tasks3 fields changed
      • addedInput schema / properties / priority / minItems
        Added value: +1
      • changedInput schema / properties / sort_by / description
        Previous value: -"Sort key (default \"due\"). Date sorts cascade through related fields when the primary is absent; each fallback uses its own natural direction. \"position\" sorts by file path then line number — the natural order for Kanban boards."New value: +"Sort key (default \"due\"). Date sorts cascade through related fields when the primary is absent (through the rest of due → scheduled → start → created, in that order; done does not cascade); each fallback uses its own natural direction. \"position\" sorts by file path then line number — the natural order for Kanban boards."
      • changedInput schema / properties / status / description
        Previous value: -"Status filter, OR-combined (default \"not_done\" = todo + in_progress, excluding done and cancelled). Virtual values expand in arrays: \"not_done\" adds todo + in_progress, \"all\" includes every status."New value: +"Status filter, OR-combined (default \"not_done\" = todo + in_progress, excluding done and cancelled). \"all\" includes every status."
    • Changedvault_memory_recall1 field changed
      • changedInput schema / properties / limit / description
        Previous value: -"Cap on returned entries (default 50). When more match, the least-relevant are dropped and truncated=true — never a date range."New value: +"Cap on returned entries (default 50)."
    • Changedvault_patch_note3 fields changed
      • changedInput schema / properties / content / description
        Previous value: -"Markdown content to insert, written verbatim with no separator added — end it with a newline to leave a blank line after the inserted block. Must not begin with the target heading text (it would duplicate the heading, which is kept automatically)."New value: +"Markdown content to insert. Must not begin with the target heading text (it would duplicate the heading, which is kept automatically)."
      • changedInput schema / properties / heading / description
        Previous value: -"Target heading text (case-sensitive exact match). Required for replace and insert_before. Optional for append/prepend (omit for file-level operation)."New value: +"Target heading text (case-sensitive exact match). Omit for a file-level append or prepend."
      • changedInput schema / properties / operation / description
        Previous value: -"append | prepend | replace | insert_before. replace and insert_before require a heading; append and prepend work with or without one."New value: +"append | prepend | replace | insert_before."
    • Changedvault_read_note3 fields changed
      • changedInput schema / properties / heading / description
        Previous value: -"Return only this section (heading line + body, through the next same-or-higher heading). Case-sensitive exact match."New value: +"Return only this section. Case-sensitive exact match."
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum lines returned (default: all remaining). A paged read's metadata line states the window, the total line count, and the next start_line."New value: +"Maximum lines returned (default: all remaining)."
      • changedInput schema / properties / start_line / description
        Previous value: -"First line to return, 1-based (default 1). Pages the delivered rendition (full body or a heading section). Not valid for outline or properties_only (JSON modes)."New value: +"First line to return, 1-based (default 1). Pages the text output (full body or a heading section). Not valid for outline or properties_only (JSON modes)."
    • Changedvault_replace_span2 fields changed
      • changedInput schema / properties / content / description
        Previous value: -"Replacement content (one or more lines) — replaces every line of the matched span. Must be non-empty; use vault_delete_span to delete without replacement."New value: +"Replacement content (one or more lines) — replaces every line of the matched span. Must be non-empty."
      • changedInput schema / properties / end_anchor / description
        Previous value: -"Short, unique substring that identifies the LAST line of the block, searched at or after the start_anchor line. The entire line is selected. Omit to replace just the single line containing start_anchor."New value: +"Short substring that identifies the LAST line of the block. The entire line is selected. Omit to replace just the single line containing start_anchor."
    • Changedvault_search5 fields changed
      • changedInput schema / properties / filters / description
        Previous value: -"Optional structured filters — all conditions AND-combine with each other and with the text query"New value: +"Optional structured filters"
      • changedInput schema / properties / filters / properties / created / description
        Previous value: -"Created date bounds (YYYY-MM-DD) on the frontmatter \"created\" property — notes without a parseable value never match"New value: +"Created date bounds (YYYY-MM-DD) on the frontmatter \"created\" property"
      • changedInput schema / properties / include_leading_callout / description
        Previous value: -"If true, each result includes its leading_callout ({ type, title, body }) when present. Off by default to keep results lean."New value: +"If true, include each result's leading callout. Off by default to keep results lean."
      • changedInput schema / properties / query / description
        Previous value: -"Search query text — unquoted terms use implicit AND with stemming; wrap in double quotes for exact phrases"New value: +"Search query text"
      • changedInput schema / properties / snippet_tokens / description
        Previous value: -"Snippet length in tokens (default 30)"New value: +"Snippet length in words (default 30)"
    • Changedvault_search_by_folder1 field changed
      • changedInput schema / properties / recursive / description
        Previous value: -"Include subfolders (default: true)"New value: +"Include subfolders (default: true); false lists only the folder's top level"
    • Changedvault_search_by_property1 field changed
      • changedInput schema / properties / value / description
        Previous value: -"Value to match (exact, case-sensitive, e.g. \"active\", \"session-log\"). Use vault_list_property_values to discover valid values for a key."New value: +"Value to match (e.g. \"active\", \"4\", \"1e-7\"). Use vault_list_property_values to discover valid values for a key."
    • Changedvault_update_memory1 field changed
      • changedInput schema / properties / options / properties / date / description
        Previous value: -"ISO YYYY-MM-DD date (defaults to today)"New value: +"ISO YYYY-MM-DD date (defaults to today, server timezone)"
    • Changedvault_update_properties1 field changed
      • changedInput schema / properties / properties / description
        Previous value: -"Properties to merge. New keys are added; existing keys are overwritten; a null value deletes that key; unmentioned keys are preserved."New value: +"Properties to merge; a null value deletes that key."
    • Changedvault_update_task3 fields changed
      • changedInput schema / properties / position / description
        Previous value: -"Where within the target heading the task lands after a heading move or auto-done-lane move. \"top\" or \"bottom\" for the extremes; an integer (1-based) for an exact position among the lane's top-level cards (sub-tasks move with their parent and are not counted). Position 1 is the first card. A position past the card count lands directly below the last card (unlike \"bottom\", which appends after any trailing section content). Defaults to \"top\" on heading moves. Without a heading, triggers a same-lane reorder to the given position; omitting position entirely performs no reorder. Ignored when the task is deleted on completion. Not valid on sub-tasks."New value: +"Where within the target heading the task lands. \"top\" or \"bottom\" for the extremes; an integer (1-based) for an exact position among the lane's top-level cards (sub-tasks move with their parent and are not counted). Position 1 is the first card. A position past the card count lands directly below the last card (unlike \"bottom\", which appends after any non-task text at the end of the section). Defaults to \"top\" on heading moves."
      • changedInput schema / properties / recurrence / description
        Previous value: -"Tasks plugin 🔁 rule in natural language (e.g. \"every week\", \"every 2 weeks when done\") to set, or null to remove it. Completing the task spawns its next occurrence."New value: +"Tasks plugin 🔁 rule in natural language (e.g. \"every week\", \"every month on the 15th\", \"every 2 weeks when done\") to set, or null to remove it. Completing the task spawns its next occurrence."
      • changedInput schema / properties / status / description
        Previous value: -"Target status. \"done\" appends the ✅ date and, on a Kanban board, moves the card and its checklist sub-items to the done lane (sub-item checkboxes are left as they are); a task with 🏁 delete / [onCompletion:: delete] is removed from the file instead. \"cancelled\" appends the ❌ date."New value: +"Target status. \"done\" appends the ✅ date; \"cancelled\" appends the ❌ date."
    • Changedvault_write_note1 field changed
      • changedInput schema / properties / properties / description
        Previous value: -"Optional properties to merge. New keys are added; existing keys with matching names are overwritten; a null value deletes that key; unmentioned keys are preserved from the existing file."New value: +"Optional properties to merge; a null value deletes that key."
  2. 23 tool updatesv0.54.7
    • Changedvault_create_task1 field changed
      • changedInput schema / properties / path / description
        Previous value: -"Vault-relative path to the note (must end in \".md\"). The note must already exist."New value: +"Vault-relative path to the note (must end in \".md\"). The note must already exist. Use the exact letter case."
    • Changedvault_delete_memory2 fields changed
      • addedInput schema / properties / entry / minLength
        Added value: +1
      • changedInput schema / properties / file / description
        Previous value: -"Memory file name without .md (e.g. \"Principles\")"New value: +"Memory file name without .md (e.g. \"Principles\"). Use the exact letter case."
    • Changedvault_delete_note2 fields changed
      • changedInput schema / properties / path / description
        Previous value: -"Vault-relative path of the note to delete, including the \".md\" extension"New value: +"Vault-relative path of the note to delete, including the \".md\" extension. Use the exact letter case."
      • changedInput schema / properties / prune_empty_folders / description
        Previous value: -"When true, remove the note's parent folder(s) if deleting it leaves them empty, walking up to (but never including) the vault root. Default false matches Obsidian, which leaves empty folders in place. Only removes a folder with zero entries — a folder still holding any file, including a hidden one like .DS_Store, is left alone."New value: +"When true, also remove parent folders the delete leaves empty. Default false."
    • Changedvault_delete_span1 field changed
      • changedInput schema / properties / path / description
        Previous value: -"Vault-relative path to the note, including the \".md\" extension (e.g. \"Tracker.md\", \"Notes/Plan.md\")"New value: +"Vault-relative path to the note, including the \".md\" extension (e.g. \"Tracker.md\", \"Notes/Plan.md\"). Use the exact letter case."
    • Changedvault_get_daily_note1 field changed
      • addedInput schema / properties / date / minLength
        Added value: +1
    • Changedvault_get_memory1 field changed
      • changedInput schema / properties / file / description
        Previous value: -"Memory file name without .md (e.g. \"Principles\", \"Opinions\")"New value: +"Memory file name without .md (e.g. \"Principles\", \"Opinions\"). Use the exact letter case."
    • Changedvault_insert_at_anchor1 field changed
      • changedInput schema / properties / path / description
        Previous value: -"Vault-relative path to the note, including the \".md\" extension (e.g. \"Notes/Plan.md\", \"Tracker.md\")"New value: +"Vault-relative path to the note, including the \".md\" extension (e.g. \"Notes/Plan.md\", \"Tracker.md\"). Use the exact letter case."
    • Changedvault_list_notes4 fields changed
      • changedInput schema / properties / folder / description
        Previous value: -"Folder path prefix (e.g. \"About Me\", \"Projects\"). Includes all subfolders."New value: +"Vault-relative folder to list (e.g. \"About Me\", \"Projects\")."
      • addedInput schema / properties / folder / minLength
        Added value: +1
      • changedInput schema / properties / glob / description
        Previous value: -"Glob pattern for path filtering (e.g. \"**/*session-log*.md\"). Supports * and ** wildcards. Combined with folder when both are set."New value: +"Glob pattern for note paths (e.g. \"**/*session-log*.md\")."
      • addedInput schema / properties / glob / minLength
        Added value: +1
    • Changedvault_list_property_values2 fields changed
      • changedInput schema / properties / folder / description
        Previous value: -"Restrict to a folder prefix (e.g. \"Projects\")"New value: +"Restrict to a folder (e.g. \"Projects\")"
      • changedInput schema / properties / limit / description
        Previous value: -"Max values to return (default 50). Increase for high-cardinality properties."New value: +"Max values to return (default 50)."
    • Changedvault_list_tasks2 fields changed
      • changedInput schema / properties / folder / description
        Previous value: -"Restrict to a note-path prefix (e.g. \"Code Projects/vault-cortex\")"New value: +"Restrict to a folder (e.g. \"Code Projects/vault-cortex\")"
      • changedInput schema / properties / path / description
        Previous value: -"Restrict to one note (vault-relative path ending \".md\")"New value: +"Restrict to one note (vault-relative path ending \".md\", case-sensitive)"
    • Changedvault_memory_recall1 field changed
      • changedInput schema / properties / file / description
        Previous value: -"Optional: restrict to one memory file, name without .md (e.g. \"Opinions\"). Omit for cross-file recall — the default and usual choice."New value: +"Optional: restrict to one memory file, name without .md (e.g. \"Opinions\"), in its exact letter case. Omit for cross-file recall — the default and usual choice."
    • Changedvault_move_note3 fields changed
      • changedInput schema / properties / new_path / description
        Previous value: -"Destination vault-relative path (e.g. \"Projects/Spec.md\"). Must end in .md and must not already exist; parent folders are created as needed."New value: +"Destination vault-relative path (e.g. \"Projects/Spec.md\"). Must end in .md and must not already exist; parent folders are created as needed. Use the exact letter case of existing folders; a different case can create a second folder."
      • changedInput schema / properties / old_path / description
        Previous value: -"Current vault-relative path of the note to move (e.g. \"Inbox/Draft.md\"). Must end in .md."New value: +"Current vault-relative path of the note to move (e.g. \"Inbox/Draft.md\"). Must end in .md. Use the exact letter case."
      • changedInput schema / properties / prune_empty_folders / description
        Previous value: -"When true, remove the source folder(s) if the move leaves them empty, walking up to (but never including) the vault root. Default false matches Obsidian, which leaves empty folders in place. Only removes a folder with zero entries — an in-place rename or a move into a subfolder of the source leaves it non-empty and prunes nothing."New value: +"When true, also remove parent folders of old_path that the move leaves empty. Default false."
    • Changedvault_patch_note1 field changed
      • changedInput schema / properties / path / description
        Previous value: -"Vault-relative path to the note, including the \".md\" extension (e.g. \"TASKS.md\", \"Projects/plan.md\")"New value: +"Vault-relative path to the note, including the \".md\" extension (e.g. \"TASKS.md\", \"Projects/plan.md\"). Use the exact letter case."
    • Changedvault_read_file4 fields changed
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum lines returned (default: all remaining). A paged read's metadata line states the window, the total line count, and the next start_line. The output byte cap still applies to the window — reduce limit if it overflows."New value: +"Maximum lines returned (default: all remaining)."
      • changedInput schema / properties / path / description
        Previous value: -"Vault-relative path to the file, including its extension (e.g. \"attachments/photo.png\", \"Boards/Roadmap.canvas\"). Must NOT end in \".md\" — notes are read with vault_read_note."New value: +"Vault-relative path to the file, including its extension (e.g. \"attachments/photo.png\", \"Boards/Roadmap.canvas\"). Must NOT end in \".md\" — notes are read with vault_read_note. Use the exact letter case."
      • changedInput schema / properties / raw / description
        Previous value: -"Return an alternative representation of the file. For .canvas this is the JSON Canvas source (geometry, ids, colors); for .pdf this renders pages as images instead of extracting text — useful for scanned documents, diagrams, and layout-sensitive content. Text formats already return their source, so raw changes nothing there. Images have no text source — raw returns an error."New value: +"Return the file's alternative form: JSON source for .canvas, page images for .pdf. Changes nothing for text formats, which already return their source. Rejected for images."
      • changedInput schema / properties / start_line / description
        Previous value: -"First line to return, 1-based (default 1). Pages any text result — text formats, canvas outlines and raw JSON, PDF-extracted text. Not valid for images or for PDFs with raw: true."New value: +"First line to return, 1-based (default 1)."
    • Changedvault_read_note1 field changed
      • changedInput schema / properties / path / description
        Previous value: -"Vault-relative path to the note, including the \".md\" extension (e.g. \"About Me/Principles.md\")"New value: +"Vault-relative path to the note, including the \".md\" extension (e.g. \"About Me/Principles.md\"). Use the exact letter case."
    • Changedvault_replace_in_note1 field changed
      • changedInput schema / properties / path / description
        Previous value: -"Vault-relative path to the note, including the \".md\" extension (e.g. \"Projects/plan.md\")"New value: +"Vault-relative path to the note, including the \".md\" extension (e.g. \"Projects/plan.md\"). Use the exact letter case."
    • Changedvault_replace_span1 field changed
      • changedInput schema / properties / path / description
        Previous value: -"Vault-relative path to the note, including the \".md\" extension (e.g. \"Tracker.md\", \"Notes/Plan.md\")"New value: +"Vault-relative path to the note, including the \".md\" extension (e.g. \"Tracker.md\", \"Notes/Plan.md\"). Use the exact letter case."
    • Changedvault_search1 field changed
      • changedInput schema / properties / filters / properties / folder / description
        Previous value: -"Restrict to a folder path prefix (e.g. \"Projects\")"New value: +"Restrict to a folder (e.g. \"Projects\")"
    • Changedvault_search_by_property2 fields changed
      • changedInput schema / properties / folder / description
        Previous value: -"Restrict to a folder prefix (e.g. \"Projects\")"New value: +"Restrict to a folder (e.g. \"Projects\")"
      • changedInput schema / properties / limit / description
        Previous value: -"Max results (default 20). Increase for broad metadata queries."New value: +"Max results (default 20)"
    • Changedvault_update_memory1 field changed
      • changedInput schema / properties / file / description
        Previous value: -"Memory file name without .md (e.g. \"Principles\")"New value: +"Memory file name without .md (e.g. \"Principles\"). Use the exact letter case; a different case can create a second file."
    • Changedvault_update_properties1 field changed
      • changedInput schema / properties / path / description
        Previous value: -"Vault-relative path to the note, including the \".md\" extension"New value: +"Vault-relative path to the note, including the \".md\" extension. Use the exact letter case."
    • Changedvault_update_task1 field changed
      • changedInput schema / properties / path / description
        Previous value: -"Vault-relative path to the note containing the task (must end in \".md\")"New value: +"Vault-relative path to the note containing the task (must end in \".md\"). Use the exact letter case."
    • Changedvault_write_note1 field changed
      • changedInput schema / properties / path / description
        Previous value: -"Vault-relative path including the \".md\" extension (e.g. \"Projects/notes.md\"). Parent folders are created as needed."New value: +"Vault-relative path including the \".md\" extension (e.g. \"Projects/notes.md\"). Parent folders are created as needed. Use the exact letter case; a different case can create a duplicate note or folder."
  3. 1 tool updatev0.54.1
    • Changedvault_get_memory2 fields changed
      • changedInput schema / properties / on_or_after / description
        Previous value: -"Inclusive date filter (YYYY-MM-DD). When provided with file and section, returns structured JSON entries dated on or after this date instead of raw markdown. Requires both file and section."New value: +"Inclusive date filter (YYYY-MM-DD). When provided with file, returns structured JSON entries dated on or after this date instead of raw markdown. Requires a file; add section to scope to one H2 section."
      • changedInput schema / properties / section / description
        Previous value: -"H2 section heading (e.g. \"Decision heuristics (newest first)\"). Matched case-insensitively, with or without the \"(newest first)\" suffix. Call vault_list_memory_files first to discover valid names."New value: +"H2 section heading (e.g. \"Decision heuristics (newest first)\"). Matched case-insensitively, with or without the \"(newest first)\" suffix. Omit to read the whole file (with on_or_after, every H2 section's entries). Call vault_list_memory_files first to discover valid names."
  4. 2 tool updatesv0.54.0
    • Changedvault_create_task1 field changed
      • changedInput schema / properties / subtasks / description
        Previous value: -"Checklist item descriptions — created as indented [ ] lines under the card (no metadata). For full sub-tasks with dates, priority, and block_id, make a separate call with parent_block_id."New value: +"Checklist item descriptions — created as indented todo lines under the card (no metadata). For full sub-tasks with dates, priority, and block_id, make a separate call with parent_block_id."
    • Changedvault_update_task1 field changed
      • changedInput schema / properties / add_subtasks / description
        Previous value: -"Checklist items to append, one indented [ ] line each, under the task's existing items — never replaces them. Can be combined with any other change; not appended when the same call removes the task (on_completion delete). For full sub-tasks with metadata, use vault_create_task with parent_block_id."New value: +"Checklist items to append, one indented todo line each, under the task's existing items — never replaces them. Can be combined with any other change; not appended when the same call removes the task (on_completion delete). For full sub-tasks with metadata, use vault_create_task with parent_block_id."
  5. 4 tool updatesv0.53.0
    • Changedvault_create_task4 fields changed
      • addedInput schema / properties / position / anyOf
        Added value: +[
        +  {
        +    "enum": [
        +      "top",
        +      "bottom"
        +    ],
        +    "type": "string"
        +  },
        +  {
        +    "maximum": 9007199254740991,
        +    "minimum": 1,
        +    "type": "integer"
        +  }
        +]
      • changedInput schema / properties / position / description
        Previous value: -"Where within the heading section the task is placed. Defaults to bottom. Kanban boards with new-card-insertion-method set to prepend default to top instead. Ignored when no heading or when placing under a parent."New value: +"Where within the heading section the task is placed. \"top\" or \"bottom\" for the extremes; an integer (1-based) for an exact position among the lane's top-level cards (sub-tasks move with their parent and are not counted). Position 1 is the first card. A position past the card count lands directly below the last card (unlike \"bottom\", which appends after any trailing section content). Defaults to bottom. Kanban boards with new-card-insertion-method set to prepend default to top instead. Ignored when no heading or when placing under a parent."
      • removedInput schema / properties / position / enum
        Removed value: -[
        -  "top",
        -  "bottom"
        -]
      • removedInput schema / properties / position / type
        Removed value: -"string"
    • Changedvault_get_memory1 field changed
      • addedInput schema / properties / on_or_after
        Added value: +{
        +  "description": "Inclusive date filter (YYYY-MM-DD). When provided with file and section, returns structured JSON entries dated on or after this date instead of raw markdown. Requires both file and section.",
        +  "minLength": 1,
        +  "type": "string"
        +}
    • Changedvault_read_note1 field changed
      • changedInput schema / properties / outline / description
        Previous value: -"If true, returns { leading_callout?, leading_content?, headings } as JSON instead of body content — a cheap structure fetch for large notes. headings: [{ level, text, bytes }]; leading_callout: { type, title, body } when the note has a top-of-file callout; leading_content: the rest of the body text above the first heading (callout lines excluded) when the note has any."New value: +"If true, returns { bytes, modified, leading_callout?, leading_content?, headings } as JSON instead of body content — a cheap structure fetch for large notes. headings: [{ level, text, bytes }]; leading_callout: { type, title, body } when the note has a top-of-file callout; leading_content: the rest of the body text above the first heading (callout lines excluded) when the note has any."
    • Changedvault_update_task5 fields changed
      • addedInput schema / properties / position / anyOf
        Added value: +[
        +  {
        +    "enum": [
        +      "top",
        +      "bottom"
        +    ],
        +    "type": "string"
        +  },
        +  {
        +    "maximum": 9007199254740991,
        +    "minimum": 1,
        +    "type": "integer"
        +  }
        +]
      • removedInput schema / properties / position / default
        Removed value: -"top"
      • changedInput schema / properties / position / description
        Previous value: -"Where within the target heading the task lands after a heading move or auto-done-lane move. Defaults to \"top\". Ignored when no heading move occurs."New value: +"Where within the target heading the task lands after a heading move or auto-done-lane move. \"top\" or \"bottom\" for the extremes; an integer (1-based) for an exact position among the lane's top-level cards (sub-tasks move with their parent and are not counted). Position 1 is the first card. A position past the card count lands directly below the last card (unlike \"bottom\", which appends after any trailing section content). Defaults to \"top\" on heading moves. Without a heading, triggers a same-lane reorder to the given position; omitting position entirely performs no reorder. Ignored when the task is deleted on completion. Not valid on sub-tasks."
      • removedInput schema / properties / position / enum
        Removed value: -[
        -  "top",
        -  "bottom"
        -]
      • removedInput schema / properties / position / type
        Removed value: -"string"
  6. 2 tool updatesv0.51.1
    • Changedvault_create_task1 field changed
      • addedInput schema / properties / on_completion
        Added value: +{
        +  "description": "Tasks plugin 🏁 onCompletion action. \"delete\" removes the task line on completion; \"keep\" leaves it in place.",
        +  "enum": [
        +    "delete",
        +    "keep"
        +  ],
        +  "type": "string"
        +}
    • Changedvault_update_task3 fields changed
      • changedInput schema / properties / add_subtasks / description
        Previous value: -"Checklist items to append, one indented [ ] line each, under the task's existing items — never replaces them. Can be combined with any other change. For full sub-tasks with metadata, use vault_create_task with parent_block_id."New value: +"Checklist items to append, one indented [ ] line each, under the task's existing items — never replaces them. Can be combined with any other change; not appended when the same call removes the task (on_completion delete). For full sub-tasks with metadata, use vault_create_task with parent_block_id."
      • addedInput schema / properties / on_completion
        Added value: +{
        +  "anyOf": [
        +    {
        +      "enum": [
        +        "delete",
        +        "keep"
        +      ],
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "description": "Tasks plugin 🏁 onCompletion action to set, or null to remove it. \"delete\" removes the task line on completion; \"keep\" leaves it in place (which is also the behavior when no 🏁 field exists on the task). Omitting this parameter leaves the field unchanged."
        +}
      • changedInput schema / properties / status / description
        Previous value: -"Target status. \"done\" appends the ✅ date and, on a Kanban board, moves the card and its checklist sub-items to the done lane (sub-item checkboxes are left as they are). \"cancelled\" appends the ❌ date."New value: +"Target status. \"done\" appends the ✅ date and, on a Kanban board, moves the card and its checklist sub-items to the done lane (sub-item checkboxes are left as they are); a task with 🏁 delete / [onCompletion:: delete] is removed from the file instead. \"cancelled\" appends the ❌ date."
  7. 2 tool updatesv0.51.0
    • Changedvault_create_task1 field changed
      • addedInput schema / properties / recurrence
        Added value: +{
        +  "description": "Tasks plugin 🔁 rule in natural language (e.g. \"every week\", \"every 2 weeks when done\"). Completing the task spawns its next occurrence.",
        +  "minLength": 1,
        +  "type": "string"
        +}
    • Changedvault_update_task1 field changed
      • addedInput schema / properties / recurrence
        Added value: +{
        +  "anyOf": [
        +    {
        +      "minLength": 1,
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "description": "Tasks plugin 🔁 rule in natural language (e.g. \"every week\", \"every 2 weeks when done\") to set, or null to remove it. Completing the task spawns its next occurrence."
        +}
  8. 17 tool updatesv0.50.0
    • Changedvault_delete_span1 field changed
      • addedInput schema / properties / first_match / default
        Added value: +false
    • Changedvault_find_orphans4 fields changed
      • addedInput schema / properties / limit / default
        Added value: +50
      • addedInput schema / properties / limit / maximum
        Added value: +9007199254740991
      • addedInput schema / properties / limit / minimum
        Added value: +1
      • changedInput schema / properties / limit / type
        Previous value: -"number"New value: +"integer"
    • Changedvault_insert_at_anchor1 field changed
      • addedInput schema / properties / first_match / default
        Added value: +false
    • Changedvault_list_files1 field changed
      • addedInput schema / properties / limit / default
        Added value: +50
    • Changedvault_list_property_values4 fields changed
      • addedInput schema / properties / limit / default
        Added value: +50
      • addedInput schema / properties / limit / maximum
        Added value: +9007199254740991
      • addedInput schema / properties / limit / minimum
        Added value: +1
      • changedInput schema / properties / limit / type
        Previous value: -"number"New value: +"integer"
    • Changedvault_list_tasks4 fields changed
      • addedInput schema / properties / limit / default
        Added value: +50
      • addedInput schema / properties / sort_by / default
        Added value: +"due"
      • addedInput schema / properties / status / default
        Added value: +"not_done"
      • addedInput schema / properties / top_level_only / default
        Added value: +false
    • Changedvault_memory_recall2 fields changed
      • addedInput schema / properties / limit
        Added value: +{
        +  "default": 50,
        +  "description": "Cap on returned entries (default 50). When more match, the least-relevant are dropped and truncated=true — never a date range.",
        +  "maximum": 9007199254740991,
        +  "minimum": 1,
        +  "type": "integer"
        +}
      • removedInput schema / properties / max_results
        Removed value: -{
        -  "description": "Cap on returned entries (default 50). When more match, the least-relevant are dropped and truncated=true — never a date range.",
        -  "type": "number"
        -}
    • Changedvault_recent_notes5 fields changed
      • addedInput schema / properties / limit / default
        Added value: +20
      • addedInput schema / properties / limit / maximum
        Added value: +9007199254740991
      • addedInput schema / properties / limit / minimum
        Added value: +1
      • changedInput schema / properties / limit / type
        Previous value: -"number"New value: +"integer"
      • addedInput schema / properties / sort_by / default
        Added value: +"modified"
    • Changedvault_replace_in_note1 field changed
      • addedInput schema / properties / replace_all_occurrences / default
        Added value: +false
    • Changedvault_replace_span1 field changed
      • addedInput schema / properties / first_match / default
        Added value: +false
    • Changedvault_search6 fields changed
      • removedInput schema / properties / filters / properties / include_leading_callout
        Removed value: -{
        -  "description": "If true, each result includes its leading_callout ({ type, title, body }) when present. Off by default to keep results lean.",
        -  "type": "boolean"
        -}
      • removedInput schema / properties / filters / properties / limit
        Removed value: -{
        -  "description": "Max results (default 20)",
        -  "type": "number"
        -}
      • removedInput schema / properties / filters / properties / snippet_tokens
        Removed value: -{
        -  "description": "Snippet length in tokens (default 30)",
        -  "type": "number"
        -}
      • addedInput schema / properties / include_leading_callout
        Added value: +{
        +  "default": false,
        +  "description": "If true, each result includes its leading_callout ({ type, title, body }) when present. Off by default to keep results lean.",
        +  "type": "boolean"
        +}
      • addedInput schema / properties / limit
        Added value: +{
        +  "default": 20,
        +  "description": "Max results (default 20)",
        +  "maximum": 9007199254740991,
        +  "minimum": 1,
        +  "type": "integer"
        +}
      • addedInput schema / properties / snippet_tokens
        Added value: +{
        +  "default": 30,
        +  "description": "Snippet length in tokens (default 30)",
        +  "maximum": 9007199254740991,
        +  "minimum": 1,
        +  "type": "integer"
        +}
    • Changedvault_search_by_folder5 fields changed
      • addedInput schema / properties / limit / default
        Added value: +20
      • addedInput schema / properties / limit / maximum
        Added value: +9007199254740991
      • addedInput schema / properties / limit / minimum
        Added value: +1
      • changedInput schema / properties / limit / type
        Previous value: -"number"New value: +"integer"
      • addedInput schema / properties / recursive / default
        Added value: +true
    • Changedvault_search_by_property4 fields changed
      • addedInput schema / properties / limit / default
        Added value: +20
      • addedInput schema / properties / limit / maximum
        Added value: +9007199254740991
      • addedInput schema / properties / limit / minimum
        Added value: +1
      • changedInput schema / properties / limit / type
        Previous value: -"number"New value: +"integer"
    • Changedvault_search_by_tag1 field changed
      • addedInput schema / properties / exact / default
        Added value: +false
    • Changedvault_update_memory1 field changed
      • addedInput schema / properties / options / properties / position / default
        Added value: +"top"
    • Changedvault_update_task1 field changed
      • addedInput schema / properties / position / default
        Added value: +"top"
    • Changedvault_write_note1 field changed
      • addedInput schema / properties / overwrite / default
        Added value: +false

TDQS

A4.2/5.0

Scored across 33 tools

Disambiguation3/5

The tool set has several overlapping clusters: five body-editing tools (vault_patch_note, vault_replace_in_note, vault_delete_span, vault_replace_span, vault_insert_at_anchor) and six discovery/search tools all target similar user intents. Descriptions are exhaustive and contain explicit 'Prefer X for Y' guidance, which mitigates misselection, but an agent still faces real choices among many narrowly differentiated options.

Naming Consistency4/5

All tools are snake_case with a consistent 'vault_' prefix, and most follow a verb_noun pattern (e.g. vault_delete_note, vault_list_tasks, vault_create_task). Minor deviations exist: vault_search, vault_recent_notes, and vault_memory_recall break the verb_noun convention, keeping this from a perfect score.

Tool Count2/5

At 33 tools, the set exceeds the 25+ threshold that the rubric treats as too many. Although the Obsidian vault domain is broad (notes, memory, tasks, search, files, daily notes), several editing and search tools could be consolidated without losing capability.

Completeness4/5

Coverage is strong: notes have full lifecycle support (create, read, update, move, delete, properties), plus search, backlinks, outgoing links, orphans, tags, property discovery, memory, tasks, daily notes, and file listing/reading. Minor gaps remain, such as no tool to delete or write non-markdown files (e.g. canvases, attachments) and no explicit folder creation/deletion.

Maintenance

ActivityActive
ResponsivenessResponsive

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