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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.

8,184 servers. Last updated 2025-08-13 23:39

Matching MCP tools:

Matching MCP servers:

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    Enables LLMs to interact with Dify AI's chat completion API, including conversation context support and a restaurant recommendation tool.
    Last updated 3 months ago
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    JavaScript
    MIT License
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    A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.
    Last updated 3 months ago
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    • Apple
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    Server for using Dify. It achieves the invocation of the Dify workflow by calling the tools of MCP.
    Last updated 4 months ago
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    Python
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    A server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore.
    Last updated 2 days ago
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    Apache 2.0
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    Brave Search MCP
    Last updated 15 days ago
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    GPL 3.0
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    A server implementation that enables integration of Dify workflows with Model Context Protocol (MCP), allowing users to access Dify's capabilities through MCP-compatible clients.
    Last updated 7 months ago
    2

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    An MCP server that enables web search capabilities using OpenAI's o3 model, allowing AI assistants to perform text-based web searches and return AI-powered results.
    Last updated 7 days ago
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    235
    JavaScript
    MIT License
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    A TypeScript implementation of a Model Context Protocol (MCP) server that exposes Dify workflows as tools for AI systems to interact with.
    Last updated 3 months ago
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    TypeScript
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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 5 months ago
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    Enables the conversion of Dify applications into Model Context Protocol tools, supporting streaming responses and configured via YAML.
    Last updated 7 months ago
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    TypeScript
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    Use Tavily Search to search for news pages or images.
    Last updated 4 months ago
    Go
    MIT License
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    Integrates Dify AI API to provide code generation for Ant Design components, supporting both text and image inputs with stream processing capabilities.
    Last updated 6 months ago
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    JavaScript
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    A TypeScript-based server that connects MCP Clients to Dify applications, dynamically exposing Dify applications as tools that can be used directly within the MCP Client.
    Last updated 4 months ago
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    JavaScript
    MIT License
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    Enables search and retrieval of academic papers from PubMed database with advanced features like MeSH term lookup, publication statistics, and PICO-based evidence search.
    Last updated 5 months ago
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    • Apple
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    A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.
    Last updated 2 months ago
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    Converts Dify tools' API to MCP (Model Control Protocol) compatible API, allowing tools created in Dify to be accessed from MCP clients like Cherry Studio.
    Last updated 4 months ago
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    Enables seamless integration between Claude AI and Dify Workflow through the Model Context Protocol, allowing Claude to dynamically access and execute Dify Workflow operations via natural language.
    Last updated 4 months ago
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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.
    Last updated 3 months ago
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    AoT MCP server enables AI models to solve complex reasoning problems by decomposing them into independent, reusable atomic units of thought, featuring a powerful decomposition-contraction mechanism that allows for deep exploration of problem spaces while maintaining high confidence in conclusions.
    Last updated 3 months ago
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    25
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    MIT License
    • Apple
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    Integrates Claude Desktop with Azure AI Search, allowing users to query search indexes using keyword, vector, or hybrid search methods.
    Last updated 5 months ago
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    • Apple
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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.
    Last updated 2 days ago
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    MIT License
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    MCP server for the Clash of Clans API. Can get player, clan information, analyze ongoing wars, as well as war logs (provided they are public).
    Last updated 4 months ago
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    Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code r
    Last updated 5 months ago
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    TypeScript
    MIT License
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    Enables search capabilities using a Google Custom Search Engine, allowing users to input a search term and retrieve search result titles, links, and snippets, while facilitating integration with other tools for content extraction and advanced search strategies.
    Last updated 7 months ago
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    The Unlicense
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    Enables searching for AI agents by keywords or categories, allowing users to discover tools like coding agents, GUI agents, or industry-specific assistants across marketplaces.
    Last updated 3 months ago
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    • Apple
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    A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.
    Last updated 4 months ago
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    Apache 2.0
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    A Model Context Protocol server that enables AI assistants like Cursor to directly query and retrieve information from Dify knowledge bases through natural language.
    Last updated a month ago
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    A scientific reasoning framework that leverages graph structures and the Model Context Protocol (MCP) to process complex scientific queries through an Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) approach.
    Last updated 7 days ago
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    MIT License
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    Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.
    Last updated 5 months ago
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    • Apple
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    An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Qwen's qwq model, enabling LLMs to think step-by-step before responding.
    Last updated 5 months ago
    11
    Python