Knowledge & Memory MCP servers

Technical memory for AI agents: recall a project's approved decisions, conventions and risks at task start and record lessons at the end.

Connect to your Pinecone Assistant and retrieve context from its knowledge engine.

Artifact store for agent outputs: persist, retrieve and share them across runs and sessions, with content-hash dedup and expiring share links.

Human-governed memory in local, domain-separated vaults with hybrid retrieval; also reads other coding agents' output. Requires the Mnemosyne OS desktop app.

Self-hosted shared brain for multiple agents: Git-versioned Markdown knowledge plus a task queue with atomic claims, per-space ACL, audit log and human approval, so Claude, ChatGPT and other agents can hand work to each