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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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9,467 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Engine-MCP

    galacean
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    A code understanding and generation system designed for Galacean Engine that helps LLMs comprehend the engine architecture and generate high-quality engine code based on user intent.
    Last updated -

  • mcp-prompt-engine

    vasayxtx
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    MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine. Create reusable, logic-driven prompts with variables, partials, and conditionals that can be served to any compatible MCP client like Claude Code, Claude Desktop, Gemini CLI, etc.
    Last updated -
    7
    MIT License
    • Apple

  • AI-Powered MCP Server

    larryfang
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    A full-stack SMS assistant that integrates MessageMedia SMS API with OpenAI's GPT models, enabling AI-driven SMS conversations and message management through function calling and contextual memory.
    Last updated -

  • Discovery Engine MCP Server

    ag2-mcp-servers
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    An MCP server that enables natural language interaction with Google's Discovery Engine API, allowing users to search, recommend, and manage data through conversational interfaces.
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  • Earth Engine MCP Server

    Dhenenjay
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    Enables satellite imagery analysis through Google Earth Engine, allowing users to search datasets, calculate vegetation indices like NDVI, filter collections by location and date, and export imagery to cloud storage. Supports major satellite datasets including Sentinel-2, Landsat, and MODIS for applications like agriculture monitoring and deforestation tracking.
    Last updated -
    MIT License
    • Apple

  • A Share MCP

    24mlight
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    A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

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  • Structured Workflow Engine MCP Server

    mlaurel
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    security
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    A Context Engineering Framework that provides 9 battle-tested development workflows with smart validation to help AI models follow consistent processes.
    Last updated -
    MIT License

  • A-Share MCP Server

    24mlight
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    security
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    A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

  • MCP Cheat Engine Server

    bethington
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    Provides safe, read-only access to memory analysis and debugging functionality through the Model Context Protocol, allowing users to examine computer memory for software development, security research, and educational purposes.
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    1

  • Unreal Engine MCP Bridge

    gingerol
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    A server that enables control of Unreal Engine 5.5+ using natural language commands, allowing users to create Blueprints, manipulate actors, work with nodes, manage project settings, and create UMG widgets through the Model Context Protocol.
    Last updated -
    1
    MIT License

  • NEXIA Consciousness Engine

    Lone-Star-AI
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    Provides Claude Desktop with persistent memory across sessions, storing up to 10,000 memories with semantic search and automatic context bridging. Features temporal versioning and anti-degradation protocols to maintain conversation continuity.
    Last updated -
    • Apple

  • AI-Powered SIM Card Recommendation MCP Tool

    TacKana
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    Enables users to find and get recommendations for Chinese SIM card plans through natural language queries. Uses AI to understand user needs and automatically queries the 172 SIM card platform API to recommend the most suitable plans based on requirements like data allowance and monthly cost.
    Last updated -
    17

  • Hi-AI

    su-record
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    A simple AI development tool that helps users interact with AI through natural language commands, offering 29 tools across thinking, memory, browser, code quality, planning, and time management capabilities.
    Last updated -
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    6
    1

  • DevOps AI Toolkit

    vfarcic
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    Enables intelligent Kubernetes deployments, automated documentation testing, organizational pattern management, and shared prompt libraries. Provides AI-powered recommendations based on cluster capabilities and automates DevOps workflows through conversational interfaces.
    Last updated -
    646
    99
    MIT License

  • translator-ai

    DatanoiseTV
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    Enables translation of JSON i18n files to multiple languages using various AI providers (Google Gemini, OpenAI, Ollama/DeepSeek) with intelligent caching and deduplication.
    Last updated -
    27
    3
    • Apple
    • Linux

  • Metabase AI Assistant

    enessari
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    Enables AI-powered interaction with Metabase instances and PostgreSQL databases through natural language. Creates models, SQL queries, metrics, and dashboards using both Metabase API and direct database connections.
    Last updated -
    3
    MIT License
    • Apple

  • AI Agent Marketplace Index Search

    AI-Agent-Hub
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    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 -
    39
    • Apple

  • MCP AI Gateway

    kinhunt
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    Enables AI assistants to intelligently select and switch between different AI models (OpenAI, Anthropic, etc.) within the same conversation based on task requirements. Provides a unified interface for accessing multiple AI providers through a single MCP tool.
    Last updated -
    7

  • MCP-Smallest.ai

    VinayakTiwari1103
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    A Model Context Protocol server implementation that provides a standardized interface for interacting with Smallest.ai's knowledge base management system.
    Last updated -
    3
    3

  • MCP AI Bridge

    fakoli
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    A secure Model Context Protocol server that enables Claude Code to connect with OpenAI and Google Gemini models, allowing users to query multiple AI providers through a standardized interface.
    Last updated -
    3
    2
    MIT License

  • AI MCP ServiceNow

    jacebenson
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    A Model Context Protocol server that integrates with ServiceNow instances, allowing users to utilize AI tools within ServiceNow without writing code.
    Last updated -
    1
    MIT License

  • MCP AI Hub

    feiskyer
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    Provides unified access to 100+ AI models from OpenAI, Anthropic, Google, AWS Bedrock and other providers through a single MCP interface. Enables seamless switching between different AI models using LiteLM's unified API without requiring separate integrations for each provider.
    Last updated -
    3
    2
    MIT License
    • Apple

  • Sequa AIofficial

    sequa-ai
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    Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
    Last updated -
    26
    8
    MIT License

  • AI Surge MCP

    ErlichLiu
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    An open-source MCP server that tracks premier global AI information from sources like X and podcasts, enabling users to access relevant AI updates in their daily LLM conversations without searching multiple channels.
    Last updated -
    4

  • mcp-jina-ai

    JoeBuildsStuff
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    An MCP server that provides access to Jina AI's powerful web services (page reading, web search, fact checking) through Claude.
    Last updated -
    100
    30
    MIT License
    • Apple

  • SEO AI Assistant

    ayushsinghvi92
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    MCP server that enables AI assistants to perform SEO automation tasks including keyword research, SERP analysis, and competitor analysis through Google Ads API integration.
    Last updated -
    1

  • MCP AI Router

    userlite
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    Intelligent routing service that selects optimal AI models based on capability requirements and normalizes input/output formats across multiple providers like OpenAI, Anthropic, Google, and others.
    Last updated -

  • SEO AI Assistant

    ccnn2509
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    Provides SEO automation with tools for keyword research, SERP analysis, and competitor analysis through Google Ads API integration, enabling AI assistants to access these capabilities via MCP.
    Last updated -
    27

  • MCP AI Memory

    scanadi
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    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 -
    246
    37
    MIT License

  • V2.ai Insights Scraper MCP

    V2-Digital
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    A Model Context Protocol server that scrapes blog posts from V2.ai Insights, extracts content, and provides AI-powered summaries using OpenAI's GPT-4.
    Last updated -