Copilot Memory MCP

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What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools

2 read · 2 write · 1 delete

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Docker image

Tools (5)

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• create_memory

  Store a new memory. Args: title: Short human-readable label. content: Full memory body — this text is embedded for semantic search. project_name: Optional project scope (omit for global memories). tags: Optional free-form categorical tags. Returns: ``{ id, title, created_at }``

• delete_memory

  Permanently delete a memory by ID. Args: id: UUID of the memory to delete. Returns: ``{ id, deleted: true }`` Raises: ValueError: If no memory with *id* exists.

• list_memories

  Browse memories without a semantic query (paginated). Returns lightweight records — title only, no content. Args: project_name: Filter by project (omit = global). tags: AND-match filter by tags (omit = no tag filter). page: 1-indexed page number (default 1). page_size: Results per page (default 20, max 100). Returns: ``{ items: [{id, title, project_name, tags, created_at}], page, page_size, total, total_pages }`` Raises: ValueError: If *page* < 1 or *page_size* > 100.

• search_memories

  Semantic vector search over stored memories. Args: query: Natural language search query. project_name: Filter to a specific project (omit = global search). tags: AND-match filter by tags (omit = no tag filter). limit: Maximum number of results to return (default 5). Returns: List of ``{ id, title, content, project_name, tags, score, created_at }``.

• update_memory

  Update an existing memory by ID. Only supplied fields are changed; the embedding is recomputed when title or content changes. Args: id: UUID of the memory to update. title: New title (omit to keep existing). content: New content (omit to keep existing). tags: Replacement tag list (omit to keep existing). Returns: ``{ id, title, updated_at }`` Raises: ValueError: If no memory with *id* exists.

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Stars

4

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Last commit

Mar 15, 2026 (7 months ago)

Last release

Mar 15, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name

io.github.LabForgeDev/copilot-memory-mcp

Version

1.0.0

Auth

No auth

Packages

oci ghcr.io/labforgedev/copilot-memory-mcp:1.0.0

License

MIT

Repository

github.com/LabForgeDev/copilot-memory-mcp

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

Official MCP Registrygithub-graphql