AI Memory MCP Server
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| OPENAI_API_KEY | No | API key for OpenAI (alternative embedding provider). Required if embedding configured for OpenAI. | |
| VOLCENGINE_API_KEY | No | API key for Volcano Engine (default embedding provider). Required if using default embedding configuration. | |
| SILICONFLOW_API_KEY | No | API key for SiliconFlow (alternative embedding provider). Required if embedding configured for SiliconFlow. |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| rememberA | 存储一条持久化记忆(SQLite+Chroma+Markdown 三处同步,自动 embed)。 当用户说"记住 / 记下 / 沉淀 / 保存"某条信息时调用。content 中可用 [[其他记忆标题]] 引用已有记忆,recall 时会解析为关联记忆。 category:user(用户偏好)/ project(项目知识)/ process(工作过程)/ agent(Agent 协作)。 scope:user / project / session。 |
| recallB | 语义 + 关键词 + 标题三路融合检索,返回最相关记忆(含正文 + [[link]] 关联)。 当用户问"之前 / 上次 / 有没有记录 / 回忆 / 召回 / 历史决策 / 踩过的坑"时调用。 每条记忆若 content 含 [[其他记忆标题]],返回时附 links 字段(关联记忆 id/title/category)。 |
| get_memoryA | 按 id 取单条记忆的完整内容(含 [[link]] 关联)。已知具体 id 时调用。 |
| search_memoriesA | 按分类 / 标签 / 来源 Agent 结构化过滤(不含正文)。需精确筛选时调用。 |
| update_memoryA | 更新已有记忆;改 content 会重算向量并刷新 Markdown。修改 / 补充已有记忆时调用。 |
| forgetA | 删除一条记忆(SQLite+Chroma+Markdown 三处同步)。用户要求"删掉 / 忘掉"某条记忆时调用。 |
| list_memoriesA | 列出记忆(可按分类过滤),按更新时间倒序(不含正文)。浏览 / 概览已有记忆时调用。 |
| who_am_iA | 返回当前 Agent 标识、项目根、数据目录与各分类记忆数量。会话开始时先调用,了解当前 agent 与记忆库概况。 |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 8 tools
Each tool has a clearly distinct purpose: forget (delete), get_memory (by id), list_memories (filtered browsing), recall (semantic search), remember (create), search_memories (structured filter), update_memory (modify), who_am_i (identity). Despite some overlap between list and search, descriptions differentiate them well.
Naming conventions are mixed: three tools are single verbs (forget, recall, remember), four are verb_noun (get_memory, list_memories, search_memories, update_memory), and one is a phrase (who_am_i). This inconsistency, while readable, lacks a uniform pattern.
With 8 tools, the set is well-scoped for a memory server. Each tool serves a distinct CRUD or auxiliary role, covering creation, retrieval (multiple methods), update, deletion, and system info. No tool seems superfluous or missing.
The tool surface provides full lifecycle coverage: remember (create), get_memory/list/recall/search/who_am_i (read), update_memory (update), forget (delete). It also supports linking via recall. No obvious gaps for the intended personal memory domain.