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search-boost-mcp

面向编码智能体的多引擎网络搜索 MCP 服务器。一条 CLI 命令即可将其接入 Cursor、Cursor CLI、Codex、Claude Code、Grok Build 和 Antigravity。

search-boost 系列

项目

适用对象

链接

search-boost (本仓库)

Cursor · Codex · Claude · Grok · Antigravity(通过 MCP)

你在这里

dsh-search-boost

DeepSeek Harness 捆绑插件

GitHub · npm

pi-search-boost

pi 扩展

GitHub · npm

搜索引擎已内置于 lib/search/(最初来自 dsh-search-boost):在 免费 层,Bing、DuckDuckGo、Yahoo 和 Exa-free 并行运行;API 层则额外添加 Antigravity CLI(可用时)以及 你配置的任何带密钥的 Tavily / Brave / Exa 引擎(一个密钥即可;推荐全部三个以获得最佳融合效果)。此外还包括:X/Twitter 回退、Jina 页面抓取和深度研究轮次。

中文文档 → README_zh.md

v0.1.4 新特性

  • 单引擎 API 层 — API 层使用你配置或启用的任意一个 tavily/brave/exa 引擎;无需全部三个密钥。

  • 按引擎路由 — 可在 ~/.search-boost-keys.json 中设置可选的 enabledEngines 或按引擎设置 enabled: false。

  • 部分密钥提示 — doctor、status、keys 向导和 fused_search 会在少于三个带密钥引擎激活时发出警告,并建议配置全部三个。

v0.1.2 新特性

  • 自包含引擎池 位于 lib/search/:Bing + DuckDuckGo + Yahoo + Exa-free 用于通用搜索;同一引擎池通过 site: 查询为 x_search 回退提供支持。

  • x_search 回退 自动为多引擎域名搜索添加 site:x.com 前缀,因此无需 XAI 凭据即可使用关键词模式。

  • 无外部 dsh 仓库或 npm 依赖 — 引擎逻辑已内置于本仓库。


安装(推荐)

需要 Node ≥ 22.13。

npm install -g search-boost-mcp
search-boost setup          # interactive: keys → layer → agents
# or non-interactive:
search-boost install -y     # all detected agents

安装后请重启每个智能体,以便 MCP 重新加载。

按智能体的一键安装命令

search-boost install -t cursor -y
search-boost install -t codex,claude -y --auto-allow
search-boost install -t grok -y --auto-allow
search-boost install -t antigravity --workspace --auto-allow -y

预览而不写入:search-boost install --dry-run -y

验证安装

search-boost doctor          # health checks (offline, pass/warn/fail)
search-boost doctor --json   # machine-readable report for CI/scripts
search-boost status          # install dashboard (keys, layer, agents)

退出码:0 健康 · 1 失败(或使用 --strict 时的警告) · 2 仅警告。

可选:search-boost doctor --probe 会添加实时搜索冒烟测试(需要网络;第二阶段)。

然后在你的智能体中确认:

智能体

快速检查

Cursor

设置 → MCP → search-boost 已连接;工具已列出

Cursor CLI

~/.cursor/mcp.json 中有相同的 MCP 条目

Codex

codex 会话列出 mcp__search-boost__* 工具

Claude Code

MCP 面板显示 search-boost;工具可调用且无需拒绝提示(如果使用了 --auto-allow)

Grok Build

grok mcp doctor search-boost · grok inspect

Antigravity

MCP 配置包含 search-boost;安装后重启 IDE

如果工具出现但调用失败,请在终端中运行 search-boost serve 查看启动错误。

安装标志(快速参考)

标志

效果

-t, --target

要接入的智能体(cursor, codex, claude, grok, antigravity, cursor-cli, auto, all)

-y, --yes

非交互式:跳过密钥/层向导,使用 --target=auto,隐含 --auto-allow 和 --replace-native

-t 不带 -y

对该目标仍为非交互式,且默认仍替换原生搜索 — 但不隐含 --auto-allow;如需无权限提示,请显式添加它

--auto-allow

在智能体配置中预授权 search-boost MCP 工具(Cursor CLI 允许列表、Codex default_tools_approval_mode、Claude/Grok/Antigravity 权限规则),使智能体不在每次会话时提示

--replace-native / --keep-native

在智能体支持切换时禁用或保留内置网络搜索(Codex web_search、Claude WebSearch)。非交互式时默认为替换

--dry-run

打印操作而不写入文件

如需完整引导(API 密钥 + 层选择),请运行 search-boost setup 或 search-boost install(不带 -y)。


Related MCP server: gemini-search-mcp

你将获得

MCP 工具

用途

fused_search

多引擎并行搜索、去重、交叉排序

fetch_page

完整页面文本(Jina + HTML 回退,可选 focus)

x_search

X/Twitter 关键词 / 用户 / 帖子

deep_research

每次调用一轮 — 使用 suggested_queries 重复直到无空白,然后综合(最多约 3 轮)

search_layer

显示或设置 free(无密钥)与 api(带密钥引擎)

search_stats

缓存命中、引擎可用性、诊断信息

此外还有:资源 search-boost://policy · 提示 search_routing

层

  • free — Bing + DuckDuckGo + Yahoo + Exa-free;无需 API 密钥。

  • api — free 层引擎加上 Antigravity CLI(可用时)以及任意你配置的 Tavily / Brave / Exa(一个密钥即可;推荐全部三个以获得最佳跨引擎融合效果)

密钥:search-boost config keys → ~/.search-boost-keys.json(仍会读取旧版 ~/.dsh-search-boost-keys.json;或环境变量 TAVILY_API_KEY、BRAVE_API_KEY、EXA_API_KEY)。可选路由:在密钥文件中设置 enabledEngines: ["exa"] 或 "engines": { "brave": { "enabled": false } }。

获取密钥:Tavily · Brave Search API · Exa

X/Twitter 认证(可选): 当存在凭据时,可改进官方 x_search。存储在 ~/.search-boost-xauth.json(仍会读取旧版 ~/.dsh-search-boost-xauth.json)或通过 XAI_API_KEY / Grok /x-login 设置。覆盖文件路径:SEARCH_BOOST_XAUTH_FILE。

配置文件覆盖: SEARCH_BOOST_KEYS_FILE、SEARCH_BOOST_LAYER_FILE、SEARCH_BOOST_XAUTH_FILE(指向自定义路径的可选环境变量)。


CLI 速查表

命令

作用

search-boost

交互式 TUI

search-boost setup

引导(密钥 + 层 + 安装)

search-boost install / uninstall

将 MCP + 提示接入智能体

search-boost serve

运行 MCP stdio 服务器(供智能体使用)

search-boost status

密钥、层、各智能体配置状态

`search-boost doctor [--quick

--probe] [--json] [--strict]`

配置/智能体/引擎健康检查,含通过/警告/失败

search-boost status

密钥、层、各智能体安装状态(无判定)

`search-boost config keys

layer

search`

密钥、默认层、原生搜索替换

search-boost print <agent>

打印 MCP 片段而不写入

search-boost agents

机器可读的智能体列表

安装标志: -t cursor,codex,…|auto|all · -y(非交互式;隐含 --auto-allow + --replace-native) · --dry-run · --auto-allow(预授权 MCP 工具 — 见上表) · --replace-native / --keep-native · --scope user|project(Grok) · --workspace(Antigravity .agents/)


支持的智能体

智能体

MCP 配置

同时安装的内容

Cursor IDE

~/.cursor/mcp.json

hook, skill

Cursor CLI

~/.cursor/mcp.json

hook, skill(CLI 变体),可选的 CLI 自动允许

Codex CLI

~/.codex/config.toml

AGENTS.md, skill

Claude Code

~/.claude.json

CLAUDE.md, skill, permissions

Grok Build

~/.grok/config.toml

rule, skill · grok-plugin

Antigravity

~/.gemini/config/mcp_config.json

AGENTS.md, GEMINI.md, skill, 可选的工作区

提示使用模型自行决定措辞(在你选择时搜索 — 而非每轮强制)。参见 agents/ 了解各智能体模板。

原生网络搜索: Codex web_search 和 Claude WebSearch 可通过 --replace-native 禁用(非交互式时默认)。Cursor / Antigravity 仅依赖 skill 和 hook 偏好。Grok 原生浏览保持开启。

反重力 + agy CLI: 在 api 层,可选的 Antigravity CLI 引擎(位于 PATH 中的 agy)仅加入 medium 和 complex 级别的 fused_search 层级,而不参与简单查找。它依赖于本地登录和平台配额;超时时间约为 45 秒。


Grok 插件

该插件随 npm 包一起发布(通过可移植的 npx 提供 MCP,加上技能)。

重新安装是幂等的: search-boost install -t grok 会在写入新的 [permission] 块之前删除任何已有的 search-boost [permission] 块(标记的或旧的),因此重复的 [permission] 键不会导致 grok 启动失败。如果已经设置了 [ui] permission_mode = "always-approve",则 --auto-allow 会跳过注入 [permission](always-approve 全局批准 MCP 工具)。search-boost doctor 会警告重复或冗余的权限块。

从 git 克隆(仓库根目录):

grok plugin install ./grok-plugin --trust
search-boost install -t grok -y --auto-allow

在 npm install -g search-boost-mcp 之后(无需克隆):

# bash / macOS / Linux
grok plugin install "$(npm root -g)/search-boost-mcp/grok-plugin" --trust

# Windows PowerShell
grok plugin install "$(npm root -g)\search-boost-mcp\grok-plugin" --trust

search-boost install -t grok -y --auto-allow

捆绑的 .mcp.json 使用 npx -y search-boost-mcp serve,因此该插件可在任何 Node.js ≥ 22.13 的机器上工作。

详情 → grok-plugin/README.md


故障排除

症状

尝试方法

search-boost 健康吗?

search-boost doctor — 通过/警告/失败判定;--json 用于脚本

安装立即失败

Node ≥ 22.13(node -v);如果版本更旧则升级

MCP 服务器在代理中缺失

重新运行安装,重启代理,检查 search-boost status

工具调用被阻止 / 每次都需要批准

使用 --auto-allow 重新安装,或者在代理 UI 中批准一次

无结果 / 空的引擎

search-boost doctor — 检查层/密钥/引擎检查;free 不需要密钥;api 需要至少一个通过 search-boost config keys 或环境变量配置密钥的引擎(推荐全部三个)

网络/代理问题

阶段 2:search-boost doctor --probe(尚未实现)

MCP 无法启动

search-boost doctor → mcp_launch_command,node_version;然后 search-boost serve

Grok 插件 MCP 无法启动

grok mcp doctor search-boost;确保 npx 和网络访问正常工作

grok 在解析 config.toml 时失败

重复的 [permission] — 运行 search-boost install -t grok -y --auto-allow

Antigravity agy 从不运行

需要 api 层,agy 在 PATH 中,且复杂度为 medium/complex — 不是 simple

超时 / 获取错误

企业代理或防火墙可能阻止 Bing/DDG/Jina;尝试本地运行 search-boost serve 以读取 stderr


开发

git clone https://github.com/Mr-remon219/search-boost.git
cd search-boost && npm install
npm run check && npm run test:install && npm run smoke
node cli.mjs install --dry-run -y

本地克隆安装会写入 node /path/to/cli.mjs serve(而不是 npx)。不需要同级检出或 SEARCH_BOOST_DSH_ROOT。


许可

MIT


链接: Issues · dsh-search-boost · pi-search-boost

友情链接: LINUX DO 社区

Available Tools

5 tools
fetch_pageFetch PageA
Read-only

Read a known HTTP(S) URL without searching again. Returns readable HTML or locally extracted PDF text, with retrieval route and any extraction limitations. Long bodies use bounded windows; continue from nextOffset using the cached read, not a new request. A focus miss is not evidence of absence: retry without focus. Binary bodies and PDFs with no extractable text return errors, not page text. Network safety, proxy policy, cancellation and size limits remain enforced through all supported fallbacks. This is not an authenticated browser.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlYeshttp(s) URL to fetch
focusNoKeep matching paragraphs; omit for the readable body. Output may still be windowed; inspect nextOffset and limitations
offsetNoCharacter offset into the page body (default 0); pass nextOffset from a previous call to continue a long page from cache

Output Schema

ParametersJSON Schema
NameRequiredDescription
urlYes
viaYes
offsetNo
tookMsYes
contentYes
focusMissNo
truncatedNo
limitationNo
nextOffsetNo
totalCharsNo
windowNoteNo
word_countYes
requestedUrlNo

TDQS

A4.7/5.0
Behavior5/5

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

Annotations only cover the safety profile (readOnly, openWorld, non-destructive); the description adds substantial behavior beyond them: binary bodies and text-less PDFs return errors, long bodies are windowed and continued from cache, network safety/proxy/cancellation/size limits persist through fallbacks, and it is explicitly not an authenticated browser. These are exactly the operational caveats an agent needs.

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 action, then dense but purposeful sentences covering return format, pagination, focus retry, error cases, and the auth boundary. No filler and no repetition of 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?

An output schema exists, so return-value documentation is not required, and the description still covers error outcomes, extraction limitations, pagination continuation, and the unauthenticated boundary. 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 description coverage is 100%, so the baseline is 3, but the description adds real semantics: offset continuation should use the cached read rather than a new request, and focus should be dropped on a miss because a miss is not evidence of absence. That goes beyond the schema's parameter descriptions without 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?

The first sentence gives a specific verb (read/fetch) and resource (a known HTTP(S) URL) plus a distinguishing constraint ('without searching again') that separates it from the search siblings. It also states the return shape (readable HTML or locally extracted PDF text with retrieval route). An agent can select this over fused_search or x_search 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 Guidelines4/5

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

It clearly sets the context of use (a URL you already know, avoiding a re-search) and gives concrete recovery guidance: 'A focus miss is not evidence of absence: retry without focus.' It stops short of explicitly naming the search siblings as the alternative when the URL is unknown, so routing is implied rather than spelled out.

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

search_layerSearch LayerA

Inspect the current search layer with layer=show (default, no change). layer=free or api persists a new default: only change it when authorized. free = free — compatibility default engine_pool=free (keyless). api = api — compatibility default engine_pool=hybrid (keyless plus configured APIs). For a single search, use fused_search.engine_pool instead; legacy api maps to hybrid, not the strict api pool.

ParametersJSON Schema
NameRequiredDescriptionDefault
layerNoshow (default) reads current state; free/api persist a new default and require authorization

TDQS

A4.7/5.0
Behavior4/5

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

Annotations provide readOnlyHint=false and destructiveHint=false, but the description adds critical behavioral context: layer=show causes no change, while free/api persist a new default and require authorization. It also discloses the compatibility mapping (legacy api maps to hybrid, not strict api pool), which goes beyond the structured fields.

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 description is dense but mostly earns its length, with the default behavior and key warning front-loaded. The 'free = free' and 'api = api' phrasing is slightly redundant and could be tightened, but it remains efficient and readable.

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 tool with one optional parameter, full schema coverage, and no output schema, the description covers all essential context: default behavior, persistence side effects, authorization requirement, engine_pool mapping, and the alternative tool for single searches. Nothing an agent needs 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?

Schema coverage is 100%, but the description adds meaning beyond the enum descriptions by explaining the engine_pool implications of each value: free maps to engine_pool=free (keyless), api maps to engine_pool=hybrid, and legacy api does not map to the strict api pool. This is valuable semantic nuance that the schema alone does not convey.

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 names a specific resource (the search layer) and a clear action set: inspect with layer=show or persist a new default with free/api. It also explicitly differentiates this tool from fused_search, making its purpose and scope unambiguous.

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 gives explicit when-to-use guidance: use layer=show to inspect, only change the default when authorized, and for a single search use fused_search.engine_pool instead. This routes the agent to the correct sibling in the exact condition that matters.

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

search_statsSearch StatsA
Read-only

Read-only search diagnostics: cache activity, engine configuration readiness and recent searches. Inspect result warnings as well; empty results do not prove absence or authorize changing credentials, permissions or defaults.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
layerYes
recentYes
enginesYes
xSourceYes
cacheHitsYes
startedAtYes
xOfficialYes
tierCountsYes
cacheMissesYes
keyedEnginesYes

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnlyHint=true, destructiveHint=false), so the bar is lower. The description adds genuine value beyond them: it discloses the diagnostic surfaces returned and warns that empty results do not authorize changing credentials, permissions, or defaults — a meaningful behavioral caveat for an agent acting on ambiguous 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?

Two front-loaded sentences: the first defines scope, the second carries the caution. No filler, though the second sentence packs three distinct warnings and is slightly dense.

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?

An output schema exists, so return values need not be described. With zero parameters and annotations covering the safety profile, the description supplies everything an agent needs to call this correctly, including the caveat about interpreting empty results.

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. Baseline of 4 applies; the description neither helps nor hurts parameter understanding.

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

Purpose4/5

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

The description names a concrete resource and enumerates what it exposes: cache activity, engine configuration readiness, and recent searches. It clearly reads as a diagnostics tool, distinct from the search/retrieval siblings (fused_search, fetch_page, search_layer), though it never names an alternative explicitly.

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

Usage Guidelines3/5

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

It gives interpretive guidance ('inspect result warnings', 'empty results do not prove absence') but never states when to call this tool versus the search siblings or when not to. Usage is implied by the diagnostics framing rather than spelled out.

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. 3 tool updatesv0.2.4
    • Changedfetch_page7 fields changed
      • changedInput schema / properties / focus / description
        Previous value: -"Keep paragraphs matching these terms (optional; full page is returned when omitted)"New value: +"Keep matching paragraphs; omit for the readable body. Output may still be windowed; inspect nextOffset and limitations"
      • addedInput schema / properties / offset
        Added value: +{
        +  "description": "Character offset into the page body (default 0); pass nextOffset from a previous call to continue a long page from cache",
        +  "minimum": 0,
        +  "type": "integer"
        +}
      • addedOutput schema / properties / nextOffset
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / offset
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / requestedUrl
        Added value: +{
        +  "type": "string"
        +}
      • addedOutput schema / properties / totalChars
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / windowNote
        Added value: +{
        +  "type": "string"
        +}
    • Changedfused_search2 fields changed
      • changedInput schema / properties / engine_weights / description
        Previous value: -"Override preset engine weights; never enables or selects engines"New value: +"Override preset engine weights; zero still calls the engine. Never enables or selects engines"
      • changedInput schema / properties / queries / description
        Previous value: -"Distinct query angles, not paraphrases; use up to 3 variants"New value: +"Distinct query angles, not paraphrases; complexity caps total variants at 1/2/3, including query and OR alternatives"
    • Changedx_search4 fields changed
      • addedOutput schema / properties / engineStats
        Added value: +{
        +  "additionalProperties": {
        +    "additionalProperties": false,
        +    "properties": {
        +      "attempts": {
        +        "type": "number"
        +      },
        +      "errors": {
        +        "type": "number"
        +      },
        +      "note": {
        +        "type": "string"
        +      },
        +      "successes": {
        +        "type": "number"
        +      },
        +      "used": {
        +        "type": "boolean"
        +      }
        +    },
        +    "required": [
        +      "used",
        +      "errors"
        +    ],
        +    "type": "object"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / enginesUsed
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / inFlight
        Added value: +{
        +  "type": "boolean"
        +}
      • addedOutput schema / properties / warnings
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
  2. 1 tool updatev0.2.3
    • Removedadaptive_search
  3. 7 tool updatesv0.2.2
    • Addedadaptive_search
    • Removeddeep_research
    • Changedfetch_page3 fields changed
      • changedInput schema / properties / focus / description
        Previous value: -"Keep paragraphs matching these terms (~90% token savings)"New value: +"Keep paragraphs matching these terms (optional; full page is returned when omitted)"
      • addedOutput schema / properties / focusMiss
        Added value: +{
        +  "type": "boolean"
        +}
      • addedOutput schema / properties / limitation
        Added value: +{
        +  "additionalProperties": false,
        +  "properties": {
        +    "kind": {
        +      "type": "string"
        +    },
        +    "message": {
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "kind",
        +    "message"
        +  ],
        +  "type": "object"
        +}
    • Changedfused_search37 fields changed
      • addedInput schema / properties / community
        Added value: +{
        +  "description": "Add X developer/community voices when relevant; default false; shares final max_results",
        +  "type": "boolean"
        +}
      • addedInput schema / properties / complexity / description
        Added value: +"Budget, query variants and depth only; default medium"
      • changedInput schema / properties / complexity / enum
        Previous value: -[
        -  "auto",
        -  "simple",
        -  "medium",
        -  "complex"
        -]New value: +[
        +  "simple",
        +  "medium",
        +  "complex"
        +]
      • addedInput schema / properties / engine_pool
        Added value: +{
        +  "description": "Which engines to search. Omitted: compatibility layer free→free, api→hybrid",
        +  "enum": [
        +    "free",
        +    "api",
        +    "hybrid"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / engine_weights
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Override preset engine weights; never enables or selects engines",
        +  "properties": {
        +    "anysearch": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "bing": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "brave": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "ddg": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "exa": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "exa-free": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "tavily": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "yahoo": {
        +      "minimum": 0,
        +      "type": "number"
        +    }
        +  },
        +  "type": "object"
        +}
      • changedInput schema / properties / engines / description
        Previous value: -"Engine subset override"New value: +"Optional exact engine selection overriding engine_pool; unavailable or disabled engines are skipped with warnings"
      • changedInput schema / properties / engines / items / enum
        Previous value: -[
        -  "bing",
        -  "ddg",
        -  "yahoo",
        -  "exa-free",
        -  "antigravity",
        -  "tavily",
        -  "brave",
        -  "exa"
        -]New value: +[
        +  "bing",
        +  "ddg",
        +  "yahoo",
        +  "exa-free",
        +  "anysearch",
        +  "tavily",
        +  "brave",
        +  "exa"
        +]
      • addedInput schema / properties / engines / minItems
        Added value: +1
      • addedInput schema / properties / exclude_domains / description
        Added value: +"Exclude these hostnames from results"
      • addedInput schema / properties / include_domains / description
        Added value: +"Restrict results to these hostnames, e.g. nodejs.org; useful for official sources"
      • addedInput schema / properties / layer / description
        Added value: +"Deprecated compatibility alias: free→free pool, api→hybrid pool; engine_pool takes precedence; not persisted"
      • addedInput schema / properties / min_score
        Added value: +{
        +  "description": "Minimum consensus-v2 quality score; old thresholds need recalibration, default 0",
        +  "minimum": 0,
        +  "type": "number"
        +}
      • changedInput schema / properties / queries / description
        Previous value: -"Extra query variants (max 3)"New value: +"Distinct query angles, not paraphrases; use up to 3 variants"
      • addedInput schema / properties / ranking
        Added value: +{
        +  "description": "Final engine-weight preset only; default balanced",
        +  "enum": [
        +    "balanced",
        +    "research",
        +    "fresh"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / recency / description
        Added value: +"Favor recent dated results; omit for historical or version-pinned documentation"
      • addedOutput schema / properties / communityUsed
        Added value: +{
        +  "type": "boolean"
        +}
      • addedOutput schema / properties / effectiveWeights
        Added value: +{
        +  "additionalProperties": {
        +    "type": "number"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / enginePool
        Added value: +{
        +  "enum": [
        +    "free",
        +    "api",
        +    "hybrid"
        +  ],
        +  "type": "string"
        +}
      • addedOutput schema / properties / engineStats / additionalProperties / properties / attempts
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / engineStats / additionalProperties / properties / successes
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / ranking
        Added value: +{
        +  "enum": [
        +    "balanced",
        +    "research",
        +    "fresh"
        +  ],
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / consensusBoost
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / contributions
        Added value: +{
        +  "additionalProperties": {
        +    "type": "number"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / results / items / properties / dateStatus
        Added value: +{
        +  "enum": [
        +    "known",
        +    "unknown",
        +    "conflicting"
        +  ],
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / engineRanks
        Added value: +{
        +  "additionalProperties": {
        +    "type": "number"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / results / items / properties / evidenceScore
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / id
        Added value: +{
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / kind
        Added value: +{
        +  "enum": [
        +    "web",
        +    "x"
        +  ],
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / metadataDelta
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / provenance
        Added value: +{
        +  "items": {
        +    "additionalProperties": false,
        +    "properties": {
        +      "engine": {
        +        "type": "string"
        +      },
        +      "published": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "rank": {
        +        "type": "number"
        +      },
        +      "snippet": {
        +        "type": "string"
        +      },
        +      "title": {
        +        "type": "string"
        +      },
        +      "url": {
        +        "type": "string"
        +      },
        +      "variant": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "engine",
        +      "rank",
        +      "url",
        +      "title",
        +      "snippet",
        +      "published"
        +    ],
        +    "type": "object"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / results / items / properties / rankScore
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / scoreVersion
        Added value: +{
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / selectionScore
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / username
        Added value: +{
        +  "type": "string"
        +}
      • changedOutput schema / properties / results / items / required
        Previous value: -[
        -  "title",
        -  "url",
        -  "domain",
        -  "snippet",
        -  "score",
        -  "engines",
        -  "published"
        -]New value: +[
        +  "title",
        +  "url",
        +  "domain",
        +  "snippet",
        +  "score",
        +  "scoreVersion",
        +  "rankScore",
        +  "evidenceScore",
        +  "consensusBoost",
        +  "metadataDelta",
        +  "engineRanks",
        +  "contributions",
        +  "provenance",
        +  "dateStatus",
        +  "engines",
        +  "published"
        +]
      • addedOutput schema / properties / scoreVersion
        Added value: +{
        +  "type": "string"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "query",
        -  "layer",
        -  "tier",
        -  "tookMs",
        -  "cacheHit",
        -  "resultCount",
        -  "results"
        -]New value: +[
        +  "scoreVersion",
        +  "query",
        +  "layer",
        +  "tier",
        +  "tookMs",
        +  "cacheHit",
        +  "resultCount",
        +  "enginePool",
        +  "ranking",
        +  "effectiveWeights",
        +  "communityUsed",
        +  "results"
        +]
    • Changedsearch_layer1 field changed
      • addedInput schema / properties / layer / description
        Added value: +"show (default) reads current state; free/api persist a new default and require authorization"
    • Changedsearch_stats2 fields changed
      • addedOutput schema / properties / keyedEngines
        Added value: +{
        +  "additionalProperties": false,
        +  "properties": {
        +    "configured": {
        +      "type": "number"
        +    },
        +    "enabled": {
        +      "type": "number"
        +    },
        +    "enabledNames": {
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "total": {
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "configured",
        +    "enabled",
        +    "total",
        +    "enabledNames"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "startedAt",
        -  "layer",
        -  "cacheHits",
        -  "cacheMisses",
        -  "tierCounts",
        -  "engines",
        -  "xOfficial",
        -  "xSource",
        -  "recent"
        -]New value: +[
        +  "startedAt",
        +  "layer",
        +  "cacheHits",
        +  "cacheMisses",
        +  "tierCounts",
        +  "keyedEngines",
        +  "engines",
        +  "xOfficial",
        +  "xSource",
        +  "recent"
        +]
    • Changedx_search10 fields changed
      • addedInput schema / properties / allowed_x_handles
        Added value: +{
        +  "description": "Only these authors; mutually exclusive with excluded_x_handles",
        +  "items": {
        +    "type": "string"
        +  },
        +  "maxItems": 20,
        +  "type": "array"
        +}
      • addedInput schema / properties / excluded_x_handles
        Added value: +{
        +  "description": "Exclude these authors; mutually exclusive with allowed_x_handles",
        +  "items": {
        +    "type": "string"
        +  },
        +  "maxItems": 20,
        +  "type": "array"
        +}
      • changedInput schema / properties / from_date / description
        Previous value: -"YYYY-MM-DD"New value: +"Inclusive start date, YYYY-MM-DD (UTC)"
      • addedInput schema / properties / max_results / description
        Added value: +"Requested result limit, 1–10"
      • addedInput schema / properties / post_id / description
        Added value: +"Real X post ID or status URL for type=thread"
      • addedInput schema / properties / query / description
        Added value: +"Search terms and X filters (e.g. from:OpenAI), or a natural-language topic for semantic mode"
      • changedInput schema / properties / to_date / description
        Previous value: -"YYYY-MM-DD"New value: +"Inclusive end date, YYYY-MM-DD (UTC)"
      • addedInput schema / properties / type / description
        Added value: +"Mode: keyword (default) or semantic uses query; user uses username; thread uses post_id"
      • addedInput schema / properties / username / description
        Added value: +"X account handle for type=user"
      • addedOutput schema / properties / note
        Added value: +{
        +  "type": "string"
        +}
  4. 2 tool updatesv0.1.6
    • Changeddeep_research1 field changed
      • addedInput schema / properties / round
        Added value: +{
        +  "description": "Research round number (auto-increments when omitted)",
        +  "minimum": 1,
        +  "type": "integer"
        +}
    • Changedfused_search4 fields changed
      • addedOutput schema / properties / engineStats
        Added value: +{
        +  "additionalProperties": {
        +    "additionalProperties": false,
        +    "properties": {
        +      "errors": {
        +        "type": "number"
        +      },
        +      "note": {
        +        "type": "string"
        +      },
        +      "used": {
        +        "type": "boolean"
        +      }
        +    },
        +    "required": [
        +      "used",
        +      "errors"
        +    ],
        +    "type": "object"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / enginesRequested
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / enginesUsed
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / warnings
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
  5. 6 tool updatesv0.1.2
    • First observeddeep_research
    • First observedfetch_page
    • First observedfused_search
    • First observedsearch_layer
    • First observedsearch_stats
    • First observedx_search

TDQS

A4.1/5.0

Scored across 5 tools

Disambiguation4/5

Tools have mostly distinct purposes: fused_search for general web search, x_search for X/Twitter, fetch_page for URL reading, and search_stats/search_layer for diagnostics/configuration. However, search_stats and search_layer both touch engine configuration, and fused_search's description references a non-existent adaptive_search tool, which could cause mild confusion.

Naming Consistency3/5

All names use snake_case, which is consistent. However, the naming patterns vary: fused_search (adjective_noun), fetch_page (verb_noun), x_search (noun_noun), search_stats (noun_noun), search_layer (noun_noun). There is no single predictable verb_noun convention, though names remain readable.

Tool Count5/5

5 tools is well-scoped for a search server: core search, specialized X search, page fetch, diagnostics, and configuration. Each tool has a clear role without redundancy.

Completeness3/5

The surface covers general search, X search, page fetch, stats, and layer configuration. However, the descriptions reference an adaptive_search tool for higher-quality intent-guided evidence selection that is not present, indicating a notable gap in the intended tool set.

Maintenance

ActivityMaintained
ResponsivenessNo issues

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