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IDE Memory MCP
IDE Memory MCP gives AI coding agents a persistent memory layer that works across any IDE supporting the Model Context Protocol. Write project context once —…
MCP-Mem0: Your Gateway to Long-Term Agent Memory 🚀
MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!
mcp-lance-db: A LanceDB MCP server
# mcp-lance-db: A LanceDB MCP server > The [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) is an open protocol that enables…
Memory Usage Dashboard
Provides a React-based dashboard for real-time monitoring and visualization of memory usage in MCP implementations, enabling developers to optimize performance…
Memstate AI - Git for Agent Memory
Git for agent memory. Memstate gives AI agents versioned, structured memory with automatic conflict detection, full version history, and up to 80% fewer tokens…
GraphMemory-IDE: AI-Powered Collaborative Memory Platform
AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server
FEGIS (Schema-Driven Memory)
Schema-driven memory engine that gives LLMs structured persistent memory for maintaining context, building knowledge bases, and creating meaningful connections…
Neo4j
Provides natural language interfaces to Neo4j graph databases for executing Cypher queries, storing knowledge graph data, and building persistent memory…
Memory-Plus
a lightweight, local RAG memory store to record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working…
Agentmemory
MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other AI tools. Hybrid search (BM25 + pgvector + graph), self-hosted on Supabase +…
mnemo
Persistent memory for AI coding agents. mnemo stores decisions, bugs, conventions, and discoveries across sessions in a local SQLite database.
Mnemon — Persistent Layered Memory for AI Agents
Persistent 4-layer memory (episodic, semantic, procedural, resource) backed by SQLite FTS5. Fact versioning, Snowball stemming (EN+RU), BM25 ranking…
Mem0 (Long-Term Memory)
Provides persistent long-term memory capabilities through semantic indexing, retrieval, and search functions with support for multiple LLM providers and…
Optimized Memory
Integrates with SQLite to provide a persistent knowledge graph for efficient memory management and relationship modeling across conversations.
MCP KnowledgeBase Server
Model Context Protocol (MCP) server allowing LLMs to store and search knowledge in a SQLite database
Memory PouchDB
Provides a knowledge graph-based memory system using PouchDB for storing and retrieving entity relationships and observations, enabling persistent…
SQL MCP Server (TypeScript)
# SQL MCP Server (TypeScript) [](https://www.typescriptlang.org/)…
Yantrikdb
Cognitive memory for AI agents — persistent semantic memory with knowledge graph and adaptive recall
MCP Memory Server
An advanced memory system for Claude Desktop that provides persistent memory using MCP. Requires an Azure Cosmos DB account and an OpenAI API key.
Local Context Memory MCP
A production-ready persistent memory system for AI agents, offering searchable memory across sessions with semantic search and support for multiple database…
Unstorage MCP Server
Key-Value storage MCP server based on unjs/unstorage, support drivers: redis, mongodb, filesystem. http
mcp-knowledge-graph
An improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about…
Universal Source Management System
A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.