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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.

11,546 servers. Last updated -

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Matching MCP servers:

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    Unleashes LLM-powered agents to autonomously execute and debug web apps directly in your code editor, with features like webapp navigation, network traffic capture, and console error collection.
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    1,200
    Apache 2.0
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    Provides AI assistants like Claude or Cursor with access to Payman AI's documentation, helping developers build integrations more efficiently.
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    Enables secure access to customer e-commerce data (orders, loyalty points, offers, preferences) through the Shopper Context Protocol with OAuth 2.0 authentication. Supports discovering and connecting to SCP-enabled merchants for personalized shopping assistance.
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    MIT License
    • Apple
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    A Model Context Protocol server that provides AntV visualization library documentation and code examples to AI assistants, supporting G2, G6, and F2 libraries for data visualization workflows.
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    MIT License
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    An MCP server that provides comprehensive medical information by querying multiple authoritative medical APIs including FDA, WHO, PubMed, Google Scholar, and RxNorm.
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    MIT License
    • Apple
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    A Model Context Protocol server that connects Claude desktop and other compatible AI assistants to Ahrefs, allowing them to access Ahrefs functionality.
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  • A
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    This server enables natural language interaction between a user and their Kuzu databases using clients like Claude Desktop or Cursor, allowing LLMs to retrieve the database schema, execute Cypher queries, create nodes, and establish relationships in the graph database.
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    MIT License
    • Apple
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    An MCP server that integrates AI retrievals with NASA's Common Metadata Repository (CMR), allowing users to search NASA's catalog of Earth science datasets through natural language queries.
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    • Apple
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    Enables semantic search across multiple knowledge datasets using FAISS vector embeddings, allowing natural language queries to find relevant documents with fast retrieval.
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    MIT License
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    An MCP server that enables AI assistants to send emails through SMTP protocol by providing server credentials, recipient information, subject, and message content.
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    Apache 2.0
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    A local Model Context Protocol server that connects LLM clients (like Claude) to Readwise, enabling AI assistants to access and interact with your saved reading content.
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    MIT License
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    A Model Context Protocol server that enables Claude Desktop users to interact directly with PostHog, allowing them to view projects and create annotations through natural language commands.
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    MIT License
    • Apple
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    A Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).
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    Apache 2.0
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    Enables creating, managing, and searching Markdown notes with support for tags, timestamps, and full-text search. Includes AI prompts for analyzing and summarizing notes.
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    MIT License
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    Enables developers to search and access NicePay payment API documentation, including endpoint details, code samples, and SDK method information through natural language queries.
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    MIT License
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    An MCP server providing web development tools such as screen capturing capabilities that let AI agents take and work with screenshots of the user's screen.
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    MIT License
    • Apple
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    Integrates with Things 3 task management app on macOS via URL schemes, enabling creation, updating, deletion of todos and projects, navigation, search, and JSON batch imports.
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    MIT License
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  • A
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    Using MCP to run code via e2b.
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    339
    Apache 2.0
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    Integrates AI safety analysis, red-teaming, and prompt auditing directly into MCP-compatible clients like Claude Desktop and Cursor IDE, allowing real-time analysis of prompts and detection of jailbreak attempts.
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    A server that allows users to manage documents and perform Claude-powered searches using Needle through the Claude Desktop application.
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    MIT License
    • Apple
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    A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
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    Apache 2.0
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    Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.
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    Apache 2.0
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    Enables automatic generation and validation of standardized file names using AI-driven conventions for microservices architecture. Supports multi-language naming with structured components like microservice, layer, domain, and action identifiers.
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    Integrates Bruno CLI for API testing, enabling users to run API requests and collections, manage environments, generate test reports (JSON/JUnit/HTML), and validate collection structures through natural language commands.
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    MIT License
    • Apple
  • Brevofficial

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    Run, build, train, and deploy ML models on the cloud.
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    • Apple
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    Integrates Inkdrop note-taking app with Claude AI through Model Context Protocol, allowing Claude to search, read, create, and update notes in your Inkdrop database.
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    Apache 2.0
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    Converts Markdown documents to PDF files with support for syntax highlighting, custom styling, Mermaid diagrams, optional page numbers, and configurable watermarks.
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    MIT License
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    Get the narrative and API documentation for the exact version of any of your dependencies. (Only Rust is supported at the moment.)
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    MIT License
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    Enables automated geometry editing and aerodynamic analysis using OpenVSP and VSPAero through natural language. Provides tools to modify aircraft geometry parameters and run computational fluid dynamics simulations programmatically.
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    MIT License
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    Enables aerodynamic analysis through XFOIL polar computations. Provides typed models and tools to run airfoil performance analyses from agents or automation workflows.
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    MIT License
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    MCP Server that connects AI agents to Chargebee Platform.
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    An MCP Server that enables LLMs to build real-time 3D web applications in the PlayCanvas Editor.
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    MIT License
    • Apple