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Copilot Memory MCP Server

by labforgedevio.github.LabForgeDev/copilot-memory-mcpv1.0.0

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

4Dockerremoteofficial registry

context tax

queued

security

queued

cold start

queued

freshness

Stale7mo ago

Install Copilot Memory MCP server

No published package or hosted endpoint yet — see the repository README for build-from-source instructions.

Freshness

Stale — last maintenance signal 7mo ago. The newest of the signals below sets the band.

  1. Last commit (default branch)

    2026-03-15 · 7mo ago · GitHub

  2. Latest release

    no data · GitHub

  3. Package published

    no data · npm/PyPI

  4. Registry entry updated

    2026-03-15 · 7mo ago · official registry · v1.0.0

FAQ

›Does Copilot Memory require an API key?

No required environment variables are declared in its published metadata.

›Can I use Copilot Memory as a remote (hosted) MCP server?

Yes. It is a hosted MCP server; connect to its URL with any client that supports remote MCP.

›Is Copilot Memory in the official MCP registry?

Yes, as io.github.LabForgeDev/copilot-memory-mcp.

Alternatives to Copilot Memory

Other memory MCP servers.

View all
MemoryActiveKnowledge graph-based persistent memory for maintaining context.HindsightActiveHindsight: long-term memory for AI agents modeled on human memory.Codebase MemoryActiveIndexes a repo into a persistent local knowledge graph of functions, classes, call chains, HTTP routes and cross-service links, using tree-sitter and LSP.CogneeActiveMemory manager for AI apps and agents using graph and vector stores, with ingestion from many data sources.HonchoActiveMemory that reasons: continual learning for stateful agents. Better context, fewer tokens.Basic MemoryActiveLocal-first AI memory: a semantic knowledge graph of Markdown files that humans and LLMs both read and write, with optional cloud sync and team workspaces.