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MCP

mcp-memory

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An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents.

★ 21815 forksPythonMITfellowgeek

MCP server that gives AI agents persistent long-term memory: it stores memories as OKF v0.2 markdown files plus a SQLite FTS5 index, exposing six tools for store, retrieve, search, delete, and session checkpoints, with per-project namespaces.

Use Cases

Give coding agents persistent memory across chat sessionsResume work by reading a last-session checkpointKeyword/tag search over stored agent memoriesNamespace-isolated memory per project or userStore provenance and verification metadata with memoriesBrowse agent memory as human-readable OKF markdown filesAuto-configure the server into Claude, Cursor, Windsurf, Codex

Built With

Language
Python
Frameworks
FastMCP · MCP · SQLite FTS5 · PyYAML

Tags

mcp · mcp-server · agent-memory · persistent-memory · long-term-memory · sqlite · fts5 · full-text-search · okf · knowledge-format · namespaces · fastmcp · python · session-checkpoint · context-management

mcp-memory — Vibe Coding Discover