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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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9,443 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Log Analyzer MCP

    djm81
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    quality
    A Python-based MCP server that enables AI-assisted log file analysis with features for filtering, parsing, and interpreting log outputs, plus executing and analyzing test runs with varying verbosity levels.
    Last updated -
    12
    2

  • Files-DB-MCP

    randomm
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    A local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.
    Last updated -
    4
    MIT License

  • MCP Variance Log

    truaxki
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    quality
    Agentic tool that looks for statistical variations in conversation structure and logs unusual events to a SQLite database. Built using the Model Context Protocol (MCP), this system is designed to be used with Claude Desktop or other MCP-compatible clients.
    Last updated -
    8
    4
    MIT License
    • Apple
    • Linux

  • Simple Files Vector Store Server

    lishenxydlgzs
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    A very simple vector store that provides capability to watch a list of directories, and automatically index all the markdown, html and text files in the directory to a vector store to enhance context.
    Last updated -
    10
    31
    MIT License

  • Log Analyzer with MCPofficial

    awslabs
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    A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.
    Last updated -
    126
    Apache 2.0

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  • MCP Access Server

    shin-t-o
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    security
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    license
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    quality
    Enables text extraction from web pages and PDFs, and execution of predefined commands, enhancing content processing and automation capabilities.
    Last updated -
    MIT License

  • TON Access MCP Server

    aiopinions
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    security
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    quality
    A production-ready Model Context Protocol server implementation that connects AI assistants to the TON blockchain, allowing them to query wallet balances, transaction details, smart contracts, and other blockchain data.
    Last updated -
    MIT License

  • MCP Server for Apache Airflow

    yangkyeongmo
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    security
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    license
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    quality
    Provides a standardized way for MCP clients to interact with Apache Airflow's REST API, supporting operations like DAG management and monitoring Airflow system health.
    Last updated -
    66
    88
    MIT License
    • Apple
    • Linux

  • PostgreSQL Full Access MCP Server

    syahiidkamil
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    A Model Context Protocol server that provides LLMs with full read-write access to PostgreSQL databases, allowing both querying and modifying database content with transaction management and safety controls.
    Last updated -
    82
    16
    • Apple

  • markdown-to-html

    fashionzzZ
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    A Model Context Protocol server that converts Markdown content to HTML format.
    Last updated -
    1
    2,635
    4
    MIT License
    • Apple

  • Serverless VPC Access MCP Server

    ag2-mcp-servers
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    An auto-generated MCP server for Google's Serverless VPC Access API, enabling communication with Google Cloud VPC networks through natural language interactions.
    Last updated -
    • Linux
    • Apple

  • MCP Log Reader

    klara-research
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    A specialized MCP server that helps analyze and debug Model Context Protocol logs by providing Claude with direct access to log files across multiple platforms.
    Last updated -
    1
    13
    MIT License
    • Apple
    • Linux

  • Excel to PDF Converter

    kmexnx
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    An MCP server that converts Excel and Apple Numbers files to PDF format, enabling AI assistants like Claude to perform file conversion directly through conversation.
    Last updated -
    2
    26
    2
    MIT License
    • Apple
    • Linux

  • Chrome Verified Access API MCP Server

    ag2-mcp-servers
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    This MCP server enables interaction with Google's Verified Access API, allowing users to verify the security posture of Chrome OS and Chrome Browser devices through natural language commands.
    Last updated -
    • Linux
    • Apple

  • MCP Log Analyzer

    Tushar-Shrivastava
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    security
    A
    license
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    quality
    An AI-powered server that analyzes system log files to identify errors/warnings and recommend fixes using FastMCP, LangGraph ReAct agents, and Anthropic Claude.
    Last updated -
    1
    MIT License

  • Dev.to MCP Server

    nickytonline
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    quality
    Enables interaction with the dev.to platform through its public API. Allows users to retrieve articles, user profiles, tags, comments, and perform article searches without requiring authentication.
    Last updated -
    30

  • OpenAPI to MCP Server

    TykTechnologies
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    security
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    A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.
    Last updated -
    3
    5
    24
    MIT License
    • Apple

  • REST-to-Postman MCP

    runninghare
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    license
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    quality
    Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.
    Last updated -
    2
    0

  • MCP Log Analyzer

    sedwardstx
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    A Model Context Protocol server that analyzes various log types on Windows systems, allowing users to register, query, and analyze logs from different sources including Windows Event Logs, ETL files, and structured/unstructured text logs.
    Last updated -
    2
    MIT License

  • MCP Figma to React Converter

    StudentOfJS
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    security
    A
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    Converts Figma designs into React components with TypeScript and Tailwind CSS by extracting components from Figma files and transforming them into ready-to-use code.
    Last updated -
    51
    MIT License

  • Talk to Figma MCP

    pipethedev
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    Allows Cursor AI to communicate with Figma for reading designs and modifying them programmatically through a Model Context Protocol integration.
    Last updated -
    38
    2,275
    MIT License
    • Apple

  • Talk to Figma MCP

    grab
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    security
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    license
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    An MCP server integration that enables Cursor AI to communicate with Figma, allowing users to read designs and modify them programmatically through natural language commands.
    Last updated -
    19
    2,275
    5,299
    MIT License
    • Apple
    • Linux

  • JSON to Excel MCP by WTSolutions

    he-yang
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    security
    F
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    The JSON to Excel MCP provides a standardized interface for converting (1)JSON data (2)URL pointing to JSON files into CSV format
    Last updated -
    1

  • Markdown to HTML MCP Server

    1623311678
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    An MCP server that converts Markdown to HTML, supporting both stdio and HTTP interfaces for easy integration with Cursor and other MCP clients.
    Last updated -
    1
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