Developer · Local MCP server

Copilot Memory MCP

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

What the MCP Registry states

The entry as published to the official MCP Registry (read 2026-10-04), latest version.

Registry name
io.github.LabForgeDev/copilot-memory-mcp
Version
1.0.0
Status
Active
Category
developer
Transport
SSE (HTTP + Server-Sent Events)
Package
OCI image (Docker)
Published
2026-03-15
Updated
2026-03-15
Publisher
LabForgeDev (GitHub)
Repository
github.com/LabForgeDev/copilot-memory-mcp
Source
Registry API entry

Packages

RegistryPackageVersionTransportEnvironment variables
OCI image (Docker)runtime: dockerghcr.io/labforgedev/copilot-memory-mcp:1.0.0—SSENone declared

How to connect Copilot Memory MCP

Copilot Memory MCP runs locally from a container image in an OCI registry such as Docker Hub or GitHub Container Registry: ghcr.io/labforgedev/copilot-memory-mcp:1.0.0. The package starts a local server that speaks MCP over SSE (HTTP + Server-Sent Events); the client then connects to it by URL (the entry names docker as the runtime).

Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect

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