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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.

5,223 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

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    This server provides an interface for performing basic file system operations such as navigation, reading, writing, and file analysis, allowing users to manage directories and files efficiently.
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    3
    Python
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    An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.
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    86
    JavaScript
    MIT License
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    Enables Claude to interact with FTP servers through natural language commands, allowing users to list directories, download/upload files, create directories, and delete files/directories on FTP servers.
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    5
    JavaScript
    • Linux
    • Apple
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    The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
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    Python
    • Apple
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    A Model Context Protocol server that enables Claude AI to interact with Xano databases, providing comprehensive database operations, file management, and request history tracking through a standardized interface.
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    Python
    MIT License
    • Linux
    • Apple
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    A Model Context Protocol server that provides seamless access to multiple storage services including S3, Azure Blob Storage, and Google Cloud Storage through Apache OpenDAL™.
    Last updated -
    3
    27
    Python
    Apache 2.0

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  • -
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    Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
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    286
    TypeScript
    MIT License
    • Apple
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    An MCP server that parses files for Claude Desktop, requiring a 302AI API key for operation.
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    JavaScript
    MIT License
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    A MCP server that enables transcription of audio files using OpenAI's Speech-to-Text API, with support for multiple languages and file saving options.
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    2
    JavaScript
    MIT License
    • Linux
    • Apple
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    A TypeScript-based MCP server that provides tools for making precise line-based edits to text files within allowed directories.
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    18
    TypeScript
    MIT License
    • Apple
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    A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.
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    6
    Python
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    A document conversion server that transforms various file formats (PDFs, documents, images, audio, web content) to Markdown with improved multilingual and UTF-8 support.
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    4
    TypeScript
    MIT License
    • Linux
    • Apple
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    A specialized MCP server for in-depth analysis of git repositories, offering tools for branch overview, time period analysis, file changes, and merge recommendations.
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    4
    1
    JavaScript
    Apache 2.0
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    Provides access to Backlog API for project management, issue tracking, and file operations through Claude Desktop.
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    9
    TypeScript
    MIT License
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    A simple Model Context Protocol server that enables AI assistants to interact with local file systems, allowing them to read, write, update, and delete files within a specified project directory.
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    Python
    MIT License
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    Connects Claude Desktop to Redmine for seamless project and issue management, including searching, creating, updating, and tracking tasks using Redmine's API.
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    5
    14
    Python
    Mozilla Public License 2.0
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    Provides efficient handling of large Excel files through automatic chunking and pagination, using MCP to enable seamless file reading and management features such as sheet selection and error handling.
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    14
    JavaScript
    MIT License
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    Creates and manages encoded messages using zero-width characters and advanced Unicode steganography techniques, enabling quantum-themed puzzle generation with hidden secrets.
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    JavaScript
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    A secure SSH server implementation for Model Context Protocol that enables remote command execution and file operations, supporting both password and key-based authentication.
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    8
    TypeScript
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    A Model Context Protocol server that provides AI assistants with real-time data about Compresto's file compression app usage statistics, including total users, processed files, and total size reduced.
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    3
    TypeScript
    MIT License
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    A Model Context Protocol (MCP) server that provides code analysis capabilities using tree-sitter, designed to give Claude intelligent access to codebases with appropriate context management.
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    33
    Python
    MIT License
    • Apple
    • Linux
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    A Model Context Protocol server that enables interaction with Helm charts on Artifacthub, providing tools for retrieving chart information, default values, and templates through natural language queries.
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    5
    2
    TypeScript
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    An MCP server that enables LLMs to understand and analyze code structure through function call graphs, allowing AI assistants to explore relationships between functions and analyze dependencies in Python repositories.
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    7
    Python
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    A Model Context Protocol server that provides file system operations, analysis, and manipulation capabilities through a standardized tool interface.
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    1
    TypeScript
    MIT License
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    A Model Context Protocol gateway that connects to RFK Jr-related endpoints, supporting both STDIO and SSE transport methods.
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    Python
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    Provides two Model Context Protocol servers that enable controlling IoT devices and managing persistent memory storage with semantic search capabilities.
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    1
    Python
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    A Model Context Protocol server that provides LLMs with real-time network traffic analysis capabilities, enabling tasks like threat hunting, network diagnostics, and anomaly detection through Wireshark's tshark.
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    7
    60
    JavaScript
    MIT License
    • Apple
    • Linux
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    A Model Context Protocol (MCP) server that enables AI assistants to control and interact with Android devices, allowing for device management, app debugging, system analysis, and UI automation through natural language commands.
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    29
    143
    Python
    Apache 2.0
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    • Apple
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    Provides image recognition capabilities using Anthropic Claude Vision and OpenAI GPT-4 Vision APIs, supporting multiple image formats and offering optional text extraction via Tesseract OCR.
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    9
    Python
    MIT License
    • Linux
    • Apple
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    A server that provides simple RPC endpoints for common Solana blockchain operations, allowing users to check balances, get account information, and transfer SOL between accounts.
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    5
    TypeScript