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Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

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    A persistent memory implementation using a local knowledge graph that lets Claude remember information about users across conversations.
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    A Model Context Protocol server that provides knowledge graph-based persistent memory for LLMs, allowing them to store, retrieve, and reason about information across multiple conversations and sessions.
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    A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats.
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    Memory Bank Server provides a set of tools and resources for AI assistants to interact with Memory Banks. Memory Banks are structured repositories of information that help maintain context and track progress across multiple sessions.
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    A knowledge-graph-based memory system for AI agents that enables persistent information storage between conversations.
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    A MCP Server that gives AI assistants the ability to remember information about users across conversations using vector search technology.
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