How do I install the copilot memory mcp server?

This profile does not contain a verified copy-paste launch configuration. Follow the current project documentation to confirm the runtime, entry point, transport and authentication before registering it in your client.

What credentials does it need?

It reads `CHROMA_PATH` from the environment. Store these in your client's env block or a secrets manager — never commit them to a repository — and grant the narrowest scope that still covers your use case.

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Copilot Memory MCP Server

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

Local serverstdioPython

What is the Copilot Memory MCP Server?

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

The short version

A local MCP server that gives Copilot durable, project-scoped memory across sessions. Memories are stored in an embedded ChromaDB vector database with all-MiniLM-L6-v2 embeddings, enabling semantic retrieval (RAG). Everything runs in a single Docker container — no cloud services required.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

Tool	What it does
create_memory	Store a new memory with title, content, optional project scope and tags
search_memories	Semantic vector search; filter by project and/or tags
update_memory	Update an existing memory by ID; re-embeds on change
delete_memory	Permanently delete a memory by ID
list_memories	Browse memories with pagination (lightweight, no content)

Configuration

Variable	Description	Required
CHROMA_PATH	Filesystem location the server is allowed to use.	Optional

Example prompts to try

“Use Copilot Memory MCP to create memory.”
“Use Copilot Memory MCP to search memories.”
“Use Copilot Memory MCP to update memory.”

Frequently asked questions

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.