memos-api-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| MEMOS_API_KEY | Yes | Your Memos API key for authentication. Get your API Key in Dashboard. | |
| MEMOS_CHANNEL | Yes | The site where you are seeing this document. Candidate values: MODELSCOPE, MCPSO, MCPMARKETCN, MCPMARKETCOM, GLAMA, PULSEMCP, MCPSERVERS, LOBEHUB, MEMOS, GITHUB. | |
| MEMOS_USER_ID | Yes | Stable per-human identifier. MUST be deterministic and non-PII, and MUST remain the same for the same person across devices/sessions. Never reuse across different people. DO NOT use random values, device IDs, or model/chat session IDs. Recommended: SHA-256(lowercase(trim(email))) or your SSO subject/employee ID. |
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": true
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| add_messageA | 每次回答后自动保存对话；用户要求记住新信息时调用。 |
| search_memoryA | 每次回答前自动检索记忆；用户问"我是谁/我的画像"时同时调用 get_user_profile。 |
| delete_memoryA | 用户要求删除记忆时调用；未提供 ID 时先 search_memory 查找。 |
| add_feedbackA | 修改/纠正已有记忆时调用；删除记忆成功后记录删除意图。 |
| get_user_profileA | 用户问"我是谁/我的画像/你知道我什么"等身份偏好类问题时调用。 |
| create_knowledge_baseB | 用户要求创建项目/领域知识库时调用。 |
| add_kb_documentA | 向知识库添加文档时调用；本地文件传绝对路径并带 mime_type，URL 直接传链接。 |
| get_kb_documentsA | 按 ID 查询知识库文档详情时调用。 |
| delete_kb_documentsC | 删除知识库文档时调用。 |
| remove_knowledge_baseC | 删除知识库时调用。 |
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 10 tools
Each tool targets a distinct resource and action: memory tools cover add/search/delete/update/profile, while knowledge base tools cover create/add/get/delete/remove. Even in overlapping areas like search_memory and get_user_profile, descriptions clarify complementary use.
Most tools follow a consistent verb_noun pattern (add_, get_, delete_, create_, remove_). Minor inconsistency exists between 'remove_knowledge_base' and 'delete_kb_documents' using different verbs, and between singular 'add_kb_document' and plural 'get_kb_documents'/'delete_kb_documents'.
Ten tools is well-scoped for a server that manages both user memory and knowledge bases. Each tool covers an essential operation without redundancy.
Memory lifecycle is complete (create, retrieve, update, delete, profile). Knowledge base lifecycle covers create/delete, document add/delete/query, but lacks an explicit 'list all knowledge bases' or 'update knowledge base' operation, which is a minor gap.