Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.
Run one of the commands below, then add the client config underneath.
Dockerdocker run -i --rm ghcr.io/labforgedev/copilot-memory-mcp:1.0.0
Copilot Memory MCP is listed in the Knowledge & Memory category of the MCPNav directory. It is distributed as Docker and can be loaded by any client that speaks the Model Context Protocol.
Typical uses include giving your assistant scoped access to the corresponding service so it can answer questions and take actions with real data instead of guessing. Always review what a server can access before you enable it — see our MCP security guide.
Copilot Memory MCP is an MCP server by LabForgeDev. Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.
Install it with: docker run -i --rm ghcr.io/labforgedev/copilot-memory-mcp:1.0.0. Then add the JSON config to your client's MCP settings and restart the client.
The MCP server itself is free to install. The source is public on https://github.com/LabForgeDev/copilot-memory-mcp. Any third-party API it calls (such as a search or maps API) may require its own key and billing.
Any MCP-compatible client can use it, including Claude Desktop, Cursor, VS Code, Windsurf and custom agents.