Vibe Coding Discover

MCP

Opensource Memory for Agents

★ 30127 forksPythonMITScottRBK

An MCP server that gives AI agents persistent, semantically searchable memory. It stores atomic notes, links related memories into a knowledge graph, and supports projects, entities, documents, skills, and multi-agent plans using SQLite or PostgreSQL.

Use Cases

Persist agent memories across sessions and clientsSearch memories by natural-language queriesShare knowledge between coding agents and chatbotsOrganize knowledge by projects and entitiesCoordinate agents with plans and tasksStore and retrieve procedural skills

Built With

Language
Python
Frameworks
FastMCP · FastEmbed · FastAPI · SQLAlchemy · SQLite · PostgreSQL

Tags

agent memory · MCP server · semantic search · embeddings · knowledge graph · long-term memory · skills · multi-agent coordination · self-hosted