Copilot Memory MCP

About Copilot Memory MCP

Use Copilot Memory MCP with your agent

claude mcp add copilot-memory-mcp -- docker run -i --rm ghcr.io/labforgedev/copilot-memory-mcp:1.0.0

{
  "mcpServers": {
    "copilot-memory-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/labforgedev/copilot-memory-mcp:1.0.0"
      ]
    }
  }
}

Frequently asked questions

What is Copilot Memory MCP?

Copilot Memory MCP is an MCP (Model Context Protocol) server by labforgedev in the Search category. Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

How do I connect Copilot Memory MCP to Claude, Cursor, or another MCP client?

Install Copilot Memory MCP from its oci package (ghcr.io/labforgedev/copilot-memory-mcp:1.0.0) and register it under "mcpServers" in your client's MCP configuration — for example claude_desktop_config.json or Cursor's mcp.json — then restart the client.

Is Copilot Memory MCP open source?

Yes — the source code is public at github.com/labforgedev/copilot-memory-mcp, with 1 GitHub stars.

Can AI agents pay to use Copilot Memory MCP?

Not yet through Loomal — Copilot Memory MCP is listed as a free directory entry. If its maintainer verifies ownership, they can set per-call USDC pricing that agents pay over x402, with settlement on Base.