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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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5,628 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Systems MCP

    lethain
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    security
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    license
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    quality
    An MCP server that allows users to run and visualize systems models using the lethain:systems library, including capabilities to run model specifications and load systems documentation into the context window.
    Last updated -
    2
    1
    Python
    MIT License
    • Apple

  • File Operations MCP Server

    bsmi021
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    security
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    license
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    quality
    A Model Context Protocol server that enables enhanced file system operations including reading, writing, copying, moving files with streaming capabilities, directory management, file watching, and change tracking.
    Last updated -
    12
    6
    TypeScript
    MIT License

  • MCP File Preview Server

    seanivore
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    security
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    license
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    quality
    Provides HTML file preview and analysis capabilities. This server enables capturing full-page screenshots of local HTML files and analyzing their structure.
    Last updated -
    2
    8
    JavaScript
    MIT License

  • file-finder-mcp

    StepanCooleague
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    security
    F
    license
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    quality
    A MCP server that allows searching for files in the filesystem based on path fragments, returning file metadata including name, path, size, and creation date.
    Last updated -
    1
    Python
    • Apple

  • MCP Server Memory File

    g0t4
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    security
    F
    license
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    quality
    An MCP server that allows Claude and other LLMs to manage persistent memories across conversations through text file storage, enabling commands to add, search, delete and list memory entries.
    Last updated -
    2
    TypeScript

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  • File Converter MCP Server

    wowyuarm
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    security
    A
    license
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    quality
    An MCP server that provides multiple file conversion tools for AI agents, supporting various document and image format conversions including DOCX to PDF, PDF to DOCX, image conversions, Excel to CSV, HTML to PDF, and Markdown to PDF.
    Last updated -
    3
    Python
    MIT License
    • Linux
    • Apple

  • Figma MCP Server

    moonray
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    security
    A
    license
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    quality
    Facilitates the analysis of Figma file structures by extracting node hierarchies, accessible via REST API or MCP protocol.
    Last updated -
    1
    2
    TypeScript
    MIT License

  • FileScopeMCP

    admica
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    security
    A
    license
    A
    quality
    A TypeScript tool that ranks files in your codebase by importance, tracks dependencies, and provides file summaries to help understand code structure through Cursor's Model Context Protocol.
    Last updated -
    14
    124
    TypeScript
    GPL 3.0
    • Linux

  • AiDD MCP Server

    skydeckai
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    security
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    license
    A
    quality
    AiDD MCP Server provides a secure interface for AI agents to perform file system operations and code analysis, enhancing AI-assisted development workflows across multiple programming languages.
    Last updated -
    29
    62
    Python
    Apache 2.0
    • Apple
    • Linux

  • Code Merge MCP

    yy1588133
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    security
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    license
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    quality
    A Model Context Protocol server that helps large language models process code repositories by providing file tree generation, code merging, and code analysis capabilities.
    Last updated -
    3
    14
    JavaScript
    MIT License

  • Excel MCP Server

    yzfly
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    security
    F
    license
    A
    quality
    An MCP server that provides comprehensive Excel file operations, data analysis, and visualization capabilities for working with various spreadsheet formats like XLSX, CSV, and JSON.
    Last updated -
    8
    36
    Python

  • GitHub Repository MCP Server

    shanksxz
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    security
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    license
    A
    quality
    Enables AI models to access GitHub repository contents as context, with features to fetch entire repositories, specific file contents, and repository structures for use in AI interactions.
    Last updated -
    3
    2
    JavaScript
    MIT License
    • Linux
    • Apple

  • GitHub MCP Server

    asbloom-py
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    security
    F
    license
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    quality
    Enables interaction with GitHub through the GitHub API, supporting file operations, repository management, advanced search, and issue tracking with comprehensive error handling and automatic branch creation.
    Last updated -
    9
    1
    TypeScript

  • Project Content Server

    MaheshDoiphode
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    security
    A
    license
    A
    quality
    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
    4
    TypeScript
    MIT License

  • mcp-vcd

    SeanMcLoughlin
    A
    security
    A
    license
    A
    quality
    Provide all changes of the specified signal name to the model's context. This is useful for large waveform files with many signals where you cannot fit the entire VCD file into the model's context window.
    Last updated -
    1
    2
    Python
    MIT License

  • MCP Language Server

    isaacphi
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    security
    A
    license
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    quality
    Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.
    Last updated -
    401
    Go
    BSD 3-Clause
    • Apple
    • Linux

  • Linear Regression MCP

    HeetVekariya
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    security
    F
    license
    A
    quality
    An MCP server that enables Claude to train a linear regression model by simply uploading a CSV file, handling the entire ML pipeline from data preprocessing to model evaluation.
    Last updated -
    5
    9
    Python
    • Apple
    • Linux

  • searxng

    SecretiveShell
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    security
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    license
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    quality
    An MCP server for connecting agentic systems to search systems via searXNG.
    Last updated -
    1
    43
    Python
    MIT License

  • mcp-server-code-assist

    abhishekbhakat
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    security
    A
    license
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    quality
    A Model Context Protocol server that provides tools for code modification and generation via Large Language Models, allowing users to create, modify, rewrite, and delete files using structured XML instructions.
    Last updated -
    12
    Python
    MIT License
    • Linux
    • Apple

  • Textra Japanese to English Translator

    hokupod
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    security
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    license
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    quality
    Translates Japanese text into English using the Textra API service, enabling LLMs with limited Japanese understanding to process Japanese instructions.
    Last updated -
    Python
    MIT License

  • Cedardiff MCP Server

    th3w1zard1
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    security
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    quality
    Implements CEDARScript, a SQL-like language for code manipulation.
    Last updated -
    1
    8
    JavaScript
    • Apple

  • Expo MCP Server

    mattlemmone
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    security
    F
    license
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    quality
    A Model Context Protocol server that provides development and debugging tools for Expo-based React Native applications, enabling developers to manage Expo servers, capture logs, and manipulate project files.
    Last updated -
    11
    TypeScript

  • NebulaGraph MCP Server

    nebula-contrib
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    security
    A
    license
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    quality
    A Model Context Protocol server implementation that enables LLMs to interact with NebulaGraph database for graph exploration, supporting schema understanding, queries, and graph algorithms.
    Last updated -
    16
    Python
    Apache 2.0

  • Patchright Lite MCP Server

    dylangroos
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    security
    A
    license
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    quality
    A streamlined Model Context Protocol server that enables AI models to perform stealth browser automation using Patchright, avoiding detection by anti-bot systems while providing essential web interaction capabilities.
    Last updated -
    3
    TypeScript
    Apache 2.0

  • Azure Resource Graph MCP Server

    hardik-id
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    security
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    license
    A
    quality
    A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
    Last updated -
    1
    5
    TypeScript
    MIT License
    • Linux
    • Apple

  • Remote Command MCP Server

    deepsuthar496
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    security
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    license
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    quality
    A Model Context Protocol server that enables remote execution of shell commands across different operating systems, automatically handling platform-specific differences between Windows and Unix-like systems.
    Last updated -
    JavaScript
    MIT License
    • Linux

  • Aucterra MCP Server

    japisuru
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    security
    A
    license
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    quality
    An MCP-compatible server that enables LLM agents to interact with Aucterra's document understanding APIs, providing structured access to document classification and field extraction services.
    Last updated -
    Python
    MIT License

  • MCP Server

    tcpipuk
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    security
    A
    license
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    quality
    A server that enables AI assistants like Claude to safely run Python code and access websites, processing data for better AI understanding while providing helpful error messages.
    Last updated -
    2
    Python
    GPL 3.0
    • Linux
    • Apple

  • File Finder MCP Server

    sergey-fintech
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    security
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    license
    A
    quality
    Enables searching for files by name fragments via JSON-RPC or an HTTP REST API, with options for direct use or integration with other tools like VS Code.
    Last updated -
    1
    JavaScript
    • Apple
    • Linux

  • Gemini MCP File Agent

    kevingduck
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    security
    F
    license
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    quality
    A local server that enables Google's Gemini AI to safely read, write, and list files within a controlled sandbox folder on your computer through natural language chat interactions.
    Last updated -
    1
    Python
    • Linux
    • Apple