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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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9,471 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Text Analyzer

    suteeee
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    Provides comprehensive text analysis capabilities including character counting, word statistics, character type analysis, and text length validation for Korean and English text. Supports AI agents in analyzing and validating text content with detailed statistics and Unicode support.
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    • Apple
    • Linux

  • MCP Chat

    hbd
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    A server that enables users to chat with each other by repurposing the Model Context Protocol (MCP), designed for AI tool calls, into a human-to-human communication system.
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    MIT License

  • Twilio Messaging MCP Server

    deshartman
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    An MCP (Model Context Protocol) server that lets users send SMS messages through Twilio API directly from Claude Desktop via natural language commands.
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    4
    MIT License
    • Apple

  • mcp-text-editor

    tumf
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    A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
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    157
    MIT License
    • Apple
    • Linux

  • text-counter

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    An MCP server that calculates basic text metrics for input text.

  • MCP Chat Logger

    AlexiFeng
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    A tool that preserves chat history as Markdown files, automatically adding timestamps and supporting conversation identification through session IDs.
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    4
    MIT License
    • Apple
    • Linux

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  • GitHub Chat MCP

    AsyncFuncAI
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    An MCP server that enables analyzing and querying GitHub repositories through the GitHub Chat API, allowing users to index repositories and ask questions about their code, architecture and tech stack.
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    62
    MIT License
    • Linux
    • Apple

  • mcp-server-text-editor

    bhouston
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    An open source implementation of the Claude built-in text editor tool versions: text\_editor\_20241022 (Claude 3.5 Sonnet) text\_editor\_20250124 (Claude 3.7 Sonnet)
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    27
    MIT License

  • HRFCO Service

    kwenhwang
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    Real-time hydrological information retrieval service that provides water level, precipitation, dam discharge data, and observatory location information.
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    Apache 2.0
    • Linux
    • Apple

  • IDE Chat Summarizer

    RalphLi213
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    Transforms chat conversations with AI into structured markdown summaries and automatically saves them to organized files in your notes directory. Supports different summary styles, handles large conversations through chunking, and provides tools to manage your saved summaries.
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  • Paws-on-MCP

    hemanth
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    A comprehensive Model Context Protocol (MCP) server implementing the latest MCP specification with tools, resources, prompts, and enhanced sampling capabilities that features HackerNews and GitHub API integrations for AI-powered analysis.
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    333

  • any-chat-completions-mcp

    pyroprompts
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    Integrate Claude with Any OpenAI SDK Compatible Chat Completion API - OpenAI, Perplexity, Groq, xAI, PyroPrompts and more.
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    140
    MIT License
    • Apple

  • Text-to-SQL MCP Server

    tmstack
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    A secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.
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    6

  • Google Chat MCP Server

    chy168
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    Provides MCP (Model Control Protocol) tools for accessing and interacting with Google Chat spaces and messages through OAuth2 authentication.
    Last updated -
    9
    MIT License

  • MCP AI Chat LangChain

    badrinathvm
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    A basic Model Context Protocol server implementation that demonstrates core functionality including tools and resources for AI chat applications.
    Last updated -

  • FastMCP Style Enforcer

    chinggu88
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    A server that automatically reviews code style and suggests improvements, with special focus on Flutter/Dart projects and general programming styles.
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  • URL Text Fetcher MCP Server

    alexandru2882
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    Enables fetching visible text content and extracting all links from web pages through URL requests. Designed specifically for LM Studio integration to provide web scraping capabilities.
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    1

  • MCP Chat Analysis Server

    rebots-online
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    Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis.
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    MIT License

  • xrpl-mcp-service

    tedlikeskix
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    A Model Context Protocol (MCP) server providing comprehensive access to the XRP Ledger (XRPL). This service enables AI models to interact with XRPL through standardized endpoints.
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  • Hello Service MCP Server

    felixboehm
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    A unified HTTP/HTTPS service that exposes Model Context Protocol (MCP) functionality over HTTP endpoints, allowing clients to list available tools and call them through a standardized API.
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  • MCP Translation Service

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    Provides multilingual text translation capabilities using Baidu Translate API with support for language detection and advanced features like context filling and zero-width character obfuscation for testing agent robustness.
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  • MCP Snowflake Service

    datawiz168
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    A Model Context Protocol server that enables Claude to execute SQL queries on Snowflake databases with automatic connection lifecycle management.
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    MIT License
    • Apple
    • Linux

  • MCP API Service

    nstanw
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    A Model Context Protocol (MCP) server that interacts with system APIs, allowing users to check connections, search employees, register breakfast, and update chemical information by shifts.
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  • Edgar MCP Service

    brettvtcrowe
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    Enables deep analysis of SEC EDGAR filings through universal company search, document content extraction, and advanced filing search capabilities. Provides AI-ready access to business descriptions, risk factors, financial statements, and full-text search across any public company's SEC documents.
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  • mcp-discord-chat MCP server

    koladev32
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    Facilitates note storage and summarization through custom URIs, allowing users to manage, summarize, and update notes with varying detail levels in a collaborative environment.
    Last updated -
    • Apple

  • FastAPI MCP-Style Server

    ilyoungkim
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    A minimal FastAPI implementation that mimics Model Context Protocol functionality with JSON-RPC 2.0 support. Provides basic tools like echo and text transformation through both REST and RPC endpoints for testing MCP-style interactions.
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  • MCP Documentation Service

    alekspetrov
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    A Model Context Protocol implementation that enables AI assistants to interact with markdown documentation files, providing capabilities for document management, metadata handling, search, and documentation health analysis.
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    MIT License
    • Apple
    • Linux

  • MCP Memory Service

    doobidoo
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    Provides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced search and retrieval capabilities.
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    692
    Apache 2.0
    • Linux

  • Knowledge MCP Service

    vietnama10
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    Enables AI-powered document analysis and querying for project documentation using vector embeddings stored in Redis. Supports document upload, context-aware Q\&A, automatic test case generation, and requirements traceability through OpenAI integration.
    Last updated -
    595

  • On-Demand Scanning API MCP Server

    ag2-mcp-servers
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    An MCP Server that enables users to interact with Google's On-Demand Scanning API (v1beta1) through natural language, likely providing capabilities for vulnerability scanning and security analysis of containers and artifacts.
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