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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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8,081 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • content-core

    lfnovo
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    Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.
    Last updated -
    1
    38
    MIT License
    • Apple

  • Sond Core API MCP Server

    amirlazarovich-git
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    Enables interaction with the Sond Core API through the Model Context Protocol. Auto-generated from the OpenAPI specification at https://core-api-lb.sond.com/api-json to provide programmatic access to Sond's services.
    Last updated -
    Python

  • nf-core MCP Server

    wjlim
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    Enables users to manage and navigate nf-core bioinformatics pipeline repositories, allowing list, search, and explore operations on pipeline configurations, workflows, and modules.
    Last updated -
    3
    TypeScript

  • OCI Core Services FastMCP Server

    adibirzu
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    A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that enables management of compute instances and network operations with LLM-friendly structured responses.
    Last updated -
    1
    Python
    MIT License

  • Baidu Cloud AI Content Safety MCP Server

    liangjunyu2010
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    A server that provides access to Baidu Cloud's content moderation capabilities for detecting unsafe content, allowing applications like Cursor to check text for security risks.
    Last updated -
    1
    2
    Python
    Apache 2.0

  • MCP Content Curation Server

    alexandrekumagae
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    A Model Context Protocol server that provides AI-driven tools to categorize, tag, and optimize educational content using GPT-4.
    Last updated -
    TypeScript

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  • MedAdapt Content Server

    ryoureddy
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    A specialized Model Context Protocol server that enhances AI-assisted medical learning by connecting Claude Desktop to PubMed, NCBI Bookshelf, and user documents for searching, retrieving, and analyzing medical education content.
    Last updated -
    5
    Python
    MIT License
    • Apple

  • TrueNAS Core MCP Server

    vespo92
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    A Model Context Protocol server that enables Claude Desktop and other MCP clients to interact with TrueNAS Core systems through the TrueNAS API, supporting user management, storage operations, sharing, and snapshot creation.
    Last updated -
    20
    4
    Python
    MIT License
    • Linux
    • Apple

  • Code Explainer MCP

    BillDuke13
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    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

  • Web Content MCP Server

    amotivv
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    A server that leverages Cloudflare Browser Rendering to extract and process web content for use as context in LLMs, offering tools for fetching pages, searching documentation, extracting structured content, and summarizing content.
    Last updated -
    4
    7
    TypeScript
    MIT License
    • Apple

  • SystemPrompt MCP Server

    Ejb503
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    This TypeScript-based server implements a simple notes system, allowing users to create and manage text notes and generate summaries, showcasing core MCP concepts.
    Last updated -
    4
    11
    TypeScript
    • Apple

  • Project Content Server

    MaheshDoiphode
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    An MCP server that provides access to project files and their contents, allowing users to retrieve file data from specified project directories with error handling and configuration options.
    Last updated -
    1
    5
    TypeScript
    MIT License

  • Code Context Provider MCP

    AB498
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    Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers with zero native dependencies.
    Last updated -
    1
    708
    7
    JavaScript
    MIT License
    • Linux
    • Apple

  • Code Context MCP Server

    fkesheh
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    An MCP server that provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.
    Last updated -
    11
    TypeScript
    MIT License
    • Apple

  • Kube Core MCP

    Jess321995
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    A Kubernetes command processing service that converts natural language requests into valid kubectl commands, providing command validation and security checks.
    Last updated -
    1
    Python
    • Linux

  • Mozilla Readability Parser MCP Server

    emzimmer
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    Extracts and transforms webpage content into clean, LLM-optimized Markdown. Returns article title, main content, excerpt, byline and site name. Uses Mozilla's Readability algorithm to remove ads, navigation, footers and non-essential elements while preserving the core content structure.
    Last updated -
    1
    673
    13
    MIT License

  • Context MCP Server

    LangGPT
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    A Model Context Protocol server that provides web content fetching capabilities with robots.txt checking removed, allowing LLMs to retrieve and convert web content to markdown.
    Last updated -
    2
    Python
    MIT License
    • Apple
    • Linux

  • Video Content Summarization MCP Server

    fakad
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    Extracts content from multiple video platforms (Douyin, Bilibili, Xiaohongshu, Zhihu) and generates intelligent knowledge graphs with OCR text recognition capabilities.
    Last updated -
    1
    Python
    MIT License
    • Apple

  • Reddit Content API

    tymcftw
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    MCP server that enables interaction with Reddit, allowing users to read trending posts, analyze discussions, create posts, add comments, and vote on content through Claude and Cursor.
    Last updated -
    Python
    MIT License
    • Apple

  • microCMS MCP Server

    microcmsio
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    A Model Context Protocol server that enables AI assistants like Claude to interact with microCMS content management system through six core tools for performing CRUD operations on microCMS list-type APIs.
    Last updated -
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    16
    11
    TypeScript
    MIT License
    • Apple

  • Code Summarizer MCP

    nicobailon
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    Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code files through a Model Context Protocol server, providing structured access to codebase content without manual copying.
    Last updated -
    2
    TypeScript
    • Linux
    • Apple

  • CTX: Context as Code (CaC) tool

    context-hub
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    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 -
    170
    MIT License
    • Apple
    • Linux

  • Mews MCP

    code-rabi
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    This MCP server provides comprehensive access to the Mews hospitality platform API, covering customer and company management, reservation operations, financial transactions, account management, configuration settings, and services inventory. It implements the core functionality needed for hospitalit
    Last updated -
    335
    TypeScript

  • Cursor A11y MCP

    westsideori
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    Provides accessibility testing capabilities through CLI, helping identify accessibility issues in web applications using axe-core and Puppeteer.
    Last updated -
    1
    JavaScript
    MIT License

  • MCP Server Basic Example

    ugundhar
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    A sample implementation of Model Context Protocol server demonstrating core functionality with simple arithmetic tools and greeting resources.
    Last updated -
    Python

  • systemd-coredump MCP Server

    signal-slot
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    Enables MCP-capable applications to access, manage, and analyze system core dumps through integration with systemd-coredump functionality.
    Last updated -
    668
    2
    JavaScript
    • Linux

  • MCP AI Chat LangChain

    badrinathvm
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    A basic Model Context Protocol server implementation that demonstrates core functionality including tools and resources for AI chat applications.
    Last updated -
    Python

  • Context Continuation MCP Server

    core3-coder
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    Provides intelligent context management for AI development sessions, allowing users to track token usage, manage conversation context, and seamlessly restore context when reaching token limits.
    Last updated -
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    3
    2
    TypeScript
    Apache 2.0
    • Linux
    • Apple

  • MemoryMesh

    CheMiguel23
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    This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.
    Last updated -
    44
    283
    TypeScript
    MIT License
    • Apple

  • A11y MCP Server

    ronantakizawa
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    An MCP server that enables LLMs to perform web accessibility testing against WCAG standards using Deque Axe-core API and Puppeteer.
    Last updated -
    6
    755
    22
    JavaScript
    MIT License
    • Linux
    • Apple