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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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5,503 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Server Diff Python

    tatn
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    This MCP server provides unified diffs of two text inputs using Python's standard library difflib.
    Last updated -
    1
    4
    Python
    MIT License
    • Apple

  • Modal MCP Toolbox

    philipp-eisen
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    Facilitates running Python code in a sandbox and generating images using the FLUX model via an MCP server compatible with clients like Goose and the Claude Desktop App.
    Last updated -
    2
    16
    Python
    MIT License

  • Python MCP Server

    hesiod-au
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    A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.
    Last updated -
    4
    Python
    MIT License

  • MySQL MCP Server

    designcomputer
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    Allows AI assistants to list tables, read data, and execute SQL queries through a controlled interface, making database exploration and analysis safer and more structured.
    Last updated -
    1
    556
    Python
    MIT License
    • Linux
    • Apple

  • Prometheus MCP Server

    pab1it0
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    Provides access to Prometheus metrics and queries through standardized Model Context Protocol interfaces, allowing AI assistants to execute PromQL queries and analyze metrics data.
    Last updated -
    5
    87
    Python
    MIT License
    • Linux
    • Apple

  • Browser Use Server

    ztobs
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    Enables browser automation using Python scripts, offering operations like taking webpage screenshots, retrieving HTML content, and executing JavaScript.
    Last updated -
    4
    18
    Python
    • Linux

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  • Formula One MCP Server (Python)

    Machine-To-Machine
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    This project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.
    Last updated -
    8
    Python
    MIT License
    • Linux
    • Apple

  • MCP Python Server — API Wrapper

    cdryampi
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    security
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    A Python server implementing the Model Context Protocol that exposes tools for querying external APIs, compatible with Claude Desktop and ChatGPT Desktop.
    Last updated -
    Python
    • Linux
    • Apple

  • MCP Sandbox

    JohanLi233
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    An interactive Python code execution tool that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
    Last updated -
    13
    Python
    Apache 2.0

  • GraphDB MCP Server

    keonchennl
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    A Model Context Protocol server that provides read-only access to Ontotext GraphDB, enabling LLMs to explore RDF graphs and execute SPARQL queries.
    Last updated -
    2
    4
    JavaScript
    GPL 3.0

  • MCP Bitbucket Python

    Kallows
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    A Python implementation of an MCP server that enables secure, local Bitbucket integration for AI applications, providing tools for repository management, branch creation, file operations, issue tracking, and pull request creation.
    Last updated -
    1
    Python

  • MCP Server Fetch Python

    tatn
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    An MCP server for fetching and transforming web content into various formats.
    Last updated -
    4
    4
    Python
    MIT License
    • Apple

  • MCP Filesystem Python

    punkpeye
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    This server offers secure, read-only access to directory files via the MCP, supporting file searching, .gitignore compliance, path traversal protection, and MIME type detection using the 'file://' URI scheme.
    Last updated -
    6
    MIT License
    • Apple
    • Linux

  • mcp-server-data-exploration

    reading-plus-ai
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    Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
    Last updated -
    2
    164
    Python
    MIT License
    • Apple

  • ida-mcp-server

    MxIris-Reverse-Engineering
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    A Model Context Protocol server for IDA interaction and automation. This server provides tools to read IDA database via Large Language Models.
    Last updated -
    19
    443
    Python
    MIT License
    • Apple

  • ABAQUS MCP Server for GUI Scripting

    jianzhichun
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    A server that enables programmatic interaction with an already running Abaqus/CAE GUI application, allowing users to execute Python scripts and retrieve message logs through the Model Context Protocol (MCP).
    Last updated -
    37
    Python
    MIT License

  • AI Meta MCP Server

    alxspiker
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    Enables AI models to dynamically create and execute their own custom tools through a meta-function architecture, supporting JavaScript, Python, and Shell runtimes with sandboxed security and human approval flows.
    Last updated -
    2
    JavaScript

  • Strands Agent MCP

    imgaray
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    A Model Context Protocol (MCP) server that enables integration of Strands agents with Amazon Q and other MCP-compatible systems through a plugin architecture.
    Last updated -
    2
    3
    Python
    MIT License
    • Linux
    • Apple

  • Shell Command MCP Server

    kaznak
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    Allows executing shell commands within a secure Docker container through Claude's MCP interface, providing Kubernetes tools and isolated environment without host Docker daemon access.
    Last updated -
    1
    3
    TypeScript
    MIT License
    • Apple

  • Bloomy MCP

    franccesco
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    A Model Context Protocol server that connects AI assistants to Bloom Growth's GraphQL API, enabling them to query data and execute operations against the Bloom Growth platform.
    Last updated -
    4
    Python

  • Confluence Communication Server

    KS-GEN-AI
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    Enables querying and retrieving content from Confluence through CQL searches and page content fetching, allowing Claude to seamlessly access information stored in Confluence workspaces.
    Last updated -
    2
    10
    JavaScript
    MIT License
    • Apple

  • Salesforce
    salesforce-mcp-server

    kablewy
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    A Model Context Protocol server implementation for interacting with Salesforce through its REST API.
    Last updated -
    4
    10
    TypeScript

  • Discord Raw API MCP Server

    hanweg
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    Enables direct interaction with the Discord API using both REST API calls and slash command syntax for bot management, server configuration, and message operations.
    Last updated -
    1
    5
    Python
    MIT License

  • Python Server MCP

    stevearagonsite
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    A cryptocurrency price service that provides real-time crypto pricing information through an MCP (Model Context Protocol) framework with CoinMarketCap API integration.
    Last updated -
    Python
    GPL 3.0
    • Linux
    • Apple

  • SQLite MCP Server

    modelcontextprotocol
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    A Model Context Protocol (MCP) server implementation that provides database interaction and business intelligence capabilities through SQLite. This server enables running SQL queries, analyzing business data, and automatically generating business insight memos.
    Last updated -
    6
    51,014
    Python
    MIT License

  • mysql_mcp_server

    wenb1n-dev
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    Added support for STDIO mode and SSE mode Added support for multiple SQL execution, separated by ";" Added ability to query database table names and fields based on table comments Added SQL Execution Plan Analysis Added Chinese field to pinyin conversion
    Last updated -
    5
    127
    Python
    MIT License

  • mcp-my-mac

    zhongmingyuan
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    Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
    Last updated -
    3
    1
    Python
    MIT License
    • Apple

  • Windows Command Line MCP Server

    alxspiker
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    A secure Model Context Protocol server that allows AI models to safely interact with Windows command-line functionality, enabling controlled execution of system commands, project creation, and system information retrieval.
    Last updated -
    8
    3
    TypeScript
    MIT License

  • md-pdf-mcp

    seanivore
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    Converts Markdown to styled PDFs using VS Code's markdown styling and Python's ReportLab, with a simple note storage system.
    Last updated -
    6
    Python

  • mac-messages-mcp

    carterlasalle
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    A Python bridge for interacting with the macOS Messages app using MCP (Multiple Context Protocol). Simple install using uvx mac-messages-mcp
    Last updated -
    7
    76
    Python
    MIT License
    • Apple

  • Trino MCP Server

    Dataring-engineering
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    An MCP server that enables listing and querying Trino tables using Python, providing access to data resources through the Model-Control-Protocol.
    Last updated -
    13
    Python
    MIT License

  • Fabric MCP

    aci-labs
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    A Python-based MCP server that enables interaction with Microsoft Fabric APIs for managing workspaces, lakehouses, warehouses, and tables through natural language.
    Last updated -
    3
    Python
    • Linux
    • Apple