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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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8,012 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Ant Design Components MCP Server

    hannesj
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    security
    F
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    quality
    Exposes Ant Design component documentation to Large Language Models, allowing LLMs to explore and understand Ant Design components through specialized tools for listing components, viewing documentation, inspecting props, and browsing code examples.
    Last updated -
    10
    JavaScript
    • Apple
    • Linux

  • Code Knowledge MCP Server

    davidvc
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    F
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    quality
    Provides a project memory bank and RAG context provider for enhanced code understanding and management through vector embeddings, integrated with RooCode and Cline.
    Last updated -
    16
    Python
    • Apple

  • Multi-AI MCP Server for Claude Code

    RaiAnsar
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    security
    A
    license
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    quality
    Connects Claude Code with multiple AI models (Gemini, Grok-3, ChatGPT, DeepSeek) simultaneously, allowing users to get diverse AI perspectives, conduct AI debates, and leverage each model's unique strengths.
    Last updated -
    104
    Python
    MIT License

  • MCP Server with LangChain and AI Tools

    durgeshmca
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    security
    F
    license
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    quality
    A multi-tool AI assistant system that uses Model Context Protocol to connect language models with various tools, including math calculations and weather information.
    Last updated -
    Python

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  • Divide and Conquer MCP Server

    landicefu
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    security
    A
    license
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    quality
    Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.
    Last updated -
    15
    765
    6
    JavaScript
    MIT License
    • Apple
    • Linux

  • Specif-ai MCP Server

    vj-presidio
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    security
    F
    license
    A
    quality
    A CLI tool that runs a Model Context Protocol server over stdio, enabling interaction with specification documents like business requirements, product requirements, and user stories for the Specif-ai platform.
    Last updated -
    9
    726
    TypeScript

  • MCP Code Indexer

    zxfgds
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    security
    F
    license
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    quality
    A smart code retrieval tool based on Model Context Protocol that provides efficient and accurate code repository search capabilities for large language models.
    Last updated -
    20
    Python

  • Perplexity Tool for Claude Desktop

    letsbuildagent
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    security
    A
    license
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    quality
    A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.
    Last updated -
    1
    4
    JavaScript
    MIT License
    • Apple

  • Account and Transaction MCP Server

    ag2-mcp-servers
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    security
    F
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    An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.
    Last updated -
    Python

  • FastGPT Knowledge Base MCP

    boleyn
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    security
    F
    license
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    quality
    Intelligent knowledge base management tool that enables searching, browsing, and analyzing documents across multiple datasets with smart document analysis capabilities.
    Last updated -
    14
    Python
    • Apple
    • Linux

  • Elasticsearch Knowledge Graph for MCP

    j3k0
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    security
    F
    license
    A
    quality
    Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.
    Last updated -
    17
    14
    TypeScript

  • Code Explainer MCP

    BillDuke13
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    security
    A
    license
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    quality
    A Cloudflare Worker that analyzes source code to provide comprehensive explanations including architecture diagrams, core functionality analysis, and component breakdowns across multiple programming languages.
    Last updated -
    4
    TypeScript
    Apache 2.0

  • Source Map Parser MCP Server

    MasonChow
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    security
    A
    license
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    quality
    Enables mapping JavaScript error stack traces back to original source code, extracting context information to help developers locate and fix issues.
    Last updated -
    2
    665
    2
    TypeScript
    MIT License

  • MCP Server for Microsoft Business Central

    ZAPACEIG
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    security
    F
    license
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    quality
    Server that enables integration with Microsoft Business Central through its REST API, providing functionality for customer and product management, sales orders, and generic API interactions.
    Last updated -
    Python

  • MCP Design System Bridge

    brunonepomuceno
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    security
    F
    license
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    quality
    Enables bidirectional synchronization between IDEs and Figma for Design System management, allowing developers to generate React components and synchronize design tokens, icons, and components across platforms.
    Last updated -
    TypeScript

  • Langflow Document Q&A Server

    GongRzhe
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    security
    A
    license
    A
    quality
    Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.
    Last updated -
    1
    14
    JavaScript
    MIT License
    • Apple

  • MCP Source Relation Server

    owayo
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    security
    A
    license
    A
    quality
    Analyzes source code dependencies across multiple programming languages in the specified directory to identify file relationships, assisting in dependency management and project structure understanding.
    Last updated -
    1
    Python
    MIT License

  • MCP Code Analyzer

    emiryasar
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    security
    A
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    quality
    A comprehensive code analysis and management tool that integrates with Claude Desktop to analyze code at project and file levels, helping adapt changes to projects intelligently.
    Last updated -
    37
    Python
    MIT License

  • GitLab MCP for Code Review

    mehmetakinn
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    security
    A
    license
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    quality
    An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.
    Last updated -
    21
    Python
    MIT License
    • Linux
    • Apple

  • Notion Knowledge MCP Server

    YuHuanHsu
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    security
    F
    license
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    quality
    A Cloudflare Workers-based service that enables intelligent searching, automatic code snippet recording, and statistical analysis of programming knowledge stored in Notion databases.
    Last updated -
    JavaScript

  • Rememberizer MCP Server for Common Knowledge

    skydeckai
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    security
    A
    license
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    quality
    Provides access to personal/team knowledge repositories with tools to search, retrieve, and save information from various sources including Slack, Gmail, and document storage platforms.
    Last updated -
    Python
    Apache 2.0

  • CTX: Context as Code (CaC) tool

    context-hub
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    security
    A
    license
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    quality
    CTX is a tool made to solve a big problem when chatting with LLMs like ChatGPT or Claude: giving them enough context about your project.
    Last updated -
    168
    MIT License
    • Apple
    • Linux

  • Business Unit MCP Server

    ag2-mcp-servers
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    security
    F
    license
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    quality
    A Multi-Agent Conversation Protocol server that enables interaction with HubSpot's Business Units API, allowing users to manage company business units through natural language.
    Last updated -
    Python

  • claude-code-mcp

    KunihiroS
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    security
    A
    license
    A
    quality
    This project aims to build a Claude Code MCP server and implement its associated tools (explain\_code, review\_code, fix\_code, edit\_code, test\_code, simulate\_command, your\_own\_query). The server is implemented using Node.js and the MCP SDK. It receives tool requests from clients via Stdio, dynamically
    Last updated -
    7
    19
    27
    JavaScript
    MIT License
    • Linux

  • Rememberizer MCP Server for Common Knowledge

    skydeckai
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    security
    A
    license
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    quality
    Enables accessing and managing personal/team internal knowledge repository with tools for semantic search, smart search, document listing, and saving information for future recall.
    Last updated -
    Python
    Apache 2.0

  • MCP Design System Extractor

    freema
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    security
    A
    license
    A
    quality
    Server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adoption and refactoring.
    Last updated -
    8
    6
    18
    TypeScript
    MIT License

  • Database Tools for Claude AI

    elber-code
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    security
    F
    license
    A
    quality
    MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.
    Last updated -
    1
    5
    4
    JavaScript

  • Knowledge MCP Server

    sven-borkert
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    security
    A
    license
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    quality
    Provides centralized knowledge management for projects, allowing users to store, search, and maintain project-specific knowledge that persists across sessions.
    Last updated -
    27
    4
    TypeScript
    MIT License
    • Apple