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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:

  • Java Class Analyzer MCP Server

    handsomestWei
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    Enables AI tools to analyze Java dependencies by scanning Maven projects, decompiling JAR files, and extracting detailed class information including methods, fields, and inheritance relationships. Solves the problem of AI hallucinations when generating code that calls external dependencies by providing accurate class structures through decompilation.
    Last updated -
    3
    114
    1
    Apache 2.0

  • Azure Java SDK MCP Server

    weidongxu-microsoft
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    A Model Context Protocol server that provides Azure Java SDK documentation to AI assistants, allowing them to access readme files with introductions, key concepts, and code samples.
    Last updated -
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    1
    MIT License

  • JVM MCP Server

    xzq-xu
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    A JVM monitoring and control platform server based on Arthas that provides a Python interface for monitoring and analyzing Java processes with capabilities for thread analysis, memory monitoring, and performance diagnostics.
    Last updated -
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    69
    MIT License
    • Linux
    • Apple

  • ACP-MCP-Server

    GongRzhe
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    A bridge server that connects Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients, enabling seamless integration between ACP-based AI agents and MCP-compatible tools like Claude Desktop.
    Last updated -
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    10
    MIT License

  • MCP Server Demo

    ranjaka
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    A Model Context Protocol server that provides tools and resources for Java CI/CD workflows and GitLab CI template management.
    Last updated -
    1

  • A-Share MCP Server

    24mlight
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    A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

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  • Coder Toolbox MCP Server

    lamemind
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    security
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    A utility toolkit that enhances Claude's code interaction capabilities by providing seamless tools for Java code analysis, manipulation, and testing workflows.
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    3

  • Perplexity AI MCP Server

    rileyedwards77
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    Provides a standardized way to integrate Perplexity AI's features like chat, search, and documentation access into MCP-based systems.
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    1

  • Perplexity AI MCP Server

    fr0ziii
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    This server provides access to the Perplexity AI API, enabling interaction through chatting, searching, and documentation retrieval within MCP-based systems.
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  • Remote MCP Server

    fennel-s
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    A Cloudflare Workers-based implementation of Model Context Protocol (MCP) server that enables AI tools like Claude to connect to external services through OAuth login.
    Last updated -

  • Specif-ai MCP Server

    vj-presidio
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    A CLI tool that runs an MCP server over stdio for Specif-ai, enabling interaction with specification documents like BRDs, PRDs, and user stories through a set of structured tools.
    Last updated -
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    35
    • Apple
    • Linux

  • Lark Base MCP Serverofficial

    Lark-Base-Team
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    A Model Context Protocol server that provides LLMs with read and write access to Feishu Base (飞书多维表格) databases, enabling them to inspect schemas and manipulate records through natural language.
    Last updated -
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    6

  • NL Analytics MCP Server for Apache Druid

    iunera
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    Natural Language Analytics MCP server for Apache Druid. With this enterprise ready server in Java, one can query Apache Druid by natural language queries. Furthermore, the complete management like data loading of the Time Series Database Druid can be done with natural language commands.
    Last updated -
    6
    Apache 2.0

  • Have I Been Pwned MCP Server

    Cyreslab-AI
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    A Model Context Protocol (MCP) server that provides integration with the Have I Been Pwned API to check if your accounts or passwords have been compromised in data breaches.
    Last updated -
    4
    1
    MIT License
    • Apple

  • Dify as MCP Server

    Yevanchen
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    Exposes Dify applications (both Chatflow and Workflow) as MCP (Model Context Protocol) servers, allowing Claude and other MCP clients to directly interact with Dify apps through a standardized protocol.
    Last updated -
    35

  • HexStrike AI MCP Server

    b-bogus
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    AI-powered cybersecurity automation platform with 150+ security tools and 12+ autonomous AI agents for penetration testing, vulnerability assessment, and bug bounty hunting. Enables comprehensive security testing through intelligent tool selection and automated workflows.
    Last updated -

  • Azure AI MCP Server

    caiotk
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    Enables comprehensive integration with Azure AI services including OpenAI, Cognitive Services, Computer Vision, and Face API through a mission-critical MCP server. Provides enterprise-grade reliability with high availability, observability, chaos engineering, and secure multi-region deployment capabilities.
    Last updated -
    MIT License

  • Elasticsearch 7.x MCP Server

    imlewc
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    Provides an MCP protocol interface for interacting with Elasticsearch 7.x databases, supporting comprehensive search functionality including aggregations, highlighting, and sorting.
    Last updated -
    3
    4
    Apache 2.0

  • Image Generator MCP Server

    sammyl720
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    A TypeScript-based MCP server that generates images using OpenAI's dall-e-3 model based on text prompts and saves them to a specified directory.
    Last updated -
    1
    10
    • Apple

  • Ocean.io MCP Server

    Meerkats-Ai
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    A Model Context Protocol server that enables finding lookalike companies based on seed companies through integration with the Ocean.io API.
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  • Remote MCP Server

    Acceleronix
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    A Cloudflare Workers-based Model Context Protocol server with OAuth login that allows AI assistants like Claude to access external tools.
    Last updated -

  • Google Ad Manager MCP Server by CData

    CDataSoftware
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    This read-only MCP Server allows you to connect to Google Ad Manager data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
    Last updated -
    1
    MIT License
    • Apple
    • Linux

  • Internetsearch-mcp-server

    mingdedi
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    一个用于联网搜索的MCP服务器，基于博查搜索API A MCP server for internet search, based on the Bocha Search API
    Last updated -
    1
    MIT License

  • serper-search-scrape-mcp-server

    marcopesani
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    This Serper MCP Server supports search and webpage scraping, and all the most recent parameters introduced by the Serper API, like location.
    Last updated -
    1,085
    113
    MIT License
    • Apple

  • Icypeas MCP Server

    Meerkats-Ai
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    A Model Context Protocol server that integrates with the Icypeas API to help users find work emails based on name and company information.
    Last updated -
    1

  • MaiAgent MCP Server 3.0

    phoenix581228
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    An intelligent AI assistant routing and management platform that integrates 107 production-grade AI assistants into a unified enterprise intelligence service center.
    Last updated -

  • Trilogy AI MCP Server

    dp-pcs
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    An MCP server that analyzes Trilogy AI Center of Excellence Substack publications, allowing users to list, search, and analyze trends in the AI content.
    Last updated -
    • Apple
    • Linux

  • Jira MCP Server

    KS-GEN-AI
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    A TypeScript-based server that enables interaction with Jira, providing tools to execute JQL queries, manage tickets, list projects and statuses through natural language.
    Last updated -
    11
    24
    MIT License
    • Apple