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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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12,111 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP AI Memory

    scanadi
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    security
    A
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    quality
    Enables AI agents to store, retrieve, and manage contextual knowledge across sessions using semantic search with PostgreSQL and vector embeddings. Supports memory relationships, clustering, multi-agent isolation, and intelligent caching for persistent conversational context.
    Last updated -
    19
    41
    MIT License

  • Neo4j Agent Memory MCP Server

    knowall-ai
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    security
    A
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    quality
    Enables AI agents to store, retrieve, and connect information in a Neo4j graph database as persistent memory, with semantic relationships, natural language search, and temporal tracking across conversations.
    Last updated -
    9
    59
    MIT License

  • AI Agent Marketplace Index Search

    AI-Agent-Hub
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    quality
    Enables searching for AI agents by keywords or categories, allowing users to discover tools like coding agents, GUI agents, or industry-specific assistants across marketplaces.
    Last updated -
    41
    • Apple

  • Memory-IA MCP Server

    helciocosta
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    security
    A
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    Enables AI agents with persistent memory using SQLite and local LLM models through Ollama integration. Provides chat with context retention and multi-client support across VS Code, Gemini-CLI, and terminal interfaces.
    Last updated -
    MIT License

  • Agentic AI System with MCP Integration

    pratyush-usc-mba
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    security
    F
    license
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    quality
    Enables integration with financial transaction data through REST APIs, PostgreSQL databases, and document storage systems. Demonstrates agentic AI capabilities by connecting to Alpha Vantage API and managing financial data through natural language interactions.
    Last updated -

  • Memory MCP

    HamzaFarhan
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    security
    F
    license
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    quality
    A knowledge-graph-based memory system for AI agents that enables persistent information storage between conversations.
    Last updated -
    6

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