Vibe Coding Discovermetronix-memory
View on GitHubSelf-hosted AI agent memory — MCP memory server with durable recall for agents
Self-hosted MCP memory server giving AI agents durable, scoped memory plus hybrid dense+SPARSE+Neo4j graph retrieval with citations. Ships Docker stack, REST/OpenAI-compatible APIs, connectors, and eval harnesses.
Use Cases
Give AI agents durable memory across sessionsServe agent knowledge over MCP toolsHybrid dense+sparse+graph retrieval with citationsPer-agent and per-workspace scoped memoryIngest files and SaaS docs (Confluence, Notion, GitHub) into a knowledge baseDetect stale or conflicting knowledge and refresh itConnect Cursor, Claude Code, Codex, OpenCode, OpenClaw to shared memoryAdd persistent memory to LangChain/LangGraph/LlamaIndex appsEvaluate agent memory recall with included harnesses
Built With
- Language
- Python
- Frameworks
- FastAPI · MCP SDK · LangChain · LangGraph · LlamaIndex · SQLAlchemy · Alembic · Docker Compose · React · Vite
Tags
mcp · agent-memory · rag · hybrid-search · neo4j · qdrant · self-hosted · long-term-memory · knowledge-base · graph-rag · embeddings · docker · multi-agent · durable-memory · citations · fastapi