io.github.LabForgeDev/copilot-memory-mcpdatabases

Copilot Memory MCP

Verified · yesterday

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

Install

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

Our take

Local Dockerized semantic memory server for Copilot-style agents, built around FastMCP, ChromaDB, and sentence-transformer embeddings. The repo contains the advertised five tools plus tests and a Dockerfile that preloads the embedding model into the image. Very small single-user project footprint, but it is functional source rather than a placeholder.

reviewed by hand · 2026-07-05

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Verification record

last verified: yesterday
github stars: 1
last commit: 4 mo ago
archived: no
license: MIT
in registry since: 2026-03-15

github.com/LabForgeDev/copilot-memory-mcp