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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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10,233 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • UML MCP

    icatw
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    Enables AI assistants to generate UML diagrams through natural language by rendering PlantUML code into PNG or SVG images. Supports sequence diagrams, class diagrams, use case diagrams, and other UML chart types with Base64-encoded output.
    Last updated -
    3
    • Apple
    • Linux

  • UML-MCP Server

    Swayingleaves
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    A tool that generates various UML diagrams through natural language descriptions or PlantUML code, functioning as an MCP server that can integrate with clients like Claude.
    Last updated -
    23
    • Linux
    • Apple

  • Mermaid-MCP

    chasey-ai
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    An MCP server that converts text inputs into visualized flowcharts, enabling AI clients to generate high-quality Mermaid diagrams directly from natural language descriptions or structured text.
    Last updated -
    8
    MIT License
    • Linux
    • Apple

  • Software Planning Tool

    NightTrek
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    Facilitates interactive software development planning by managing tasks, tracking progress, and creating detailed implementation plans through the Model Context Protocol.
    Last updated -
    6
    16
    367
    MIT License
    • Apple

  • Mermaid MCP Server

    wwwzhouhui
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    A Model Context Protocol server that converts Mermaid diagram code into various image formats (PNG, JPG, SVG, PDF) with theme customization options for AI clients.
    Last updated -
    3
    3
    MIT License

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  • Software Planning MCP Server

    Jo-Lion
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    Provides software development planning tools to help users create implementation plans and manage todo items.
    Last updated -
    3
    • Linux
    • Apple

  • Mermaid Chart MCP

    pickstar-2002
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    Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequence diagrams, etc.) as PNG/SVG images with local file saving and HTTP access URLs. Supports batch processing and intelligent caching for efficient diagram creation.
    Last updated -
    1
    91
    MIT License
    • Apple

  • mcp-mermaid-validator

    rtuin
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    A Model Context Protocol server that validates and renders Mermaid diagrams.
    Last updated -
    1
    41
    40
    MIT License

  • Mermaid Chart MCP

    echoVic
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    A powerful Model Context Protocol server that automatically generates Mermaid diagrams from code and provides SVG beautification features.
    Last updated -
    1

  • mermaid-mcp-server

    peng-shawn
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    A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images.
    Last updated -
    1
    149
    186
    MIT License

  • Mermaid MCP Server

    longjianjiang
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    A server that implements the Model Context Protocol (MCP), providing an interface for LLM applications to generate mermaid.js visualizations and diagrams.
    Last updated -
    MIT License

  • Google OR-Tools server

    Jacck
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    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    Last updated -
    14
    MIT License
    • Apple

  • Fast Mermaid Validator MCP

    ai-of-mine
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    Validates Mermaid diagrams with comprehensive grammar parsing supporting 28+ diagram types. Processes markdown files, ZIP archives, and direct input with detailed error reporting and enterprise-grade performance capabilities.
    Last updated -
    134
    2

  • AI Diagram & Prototype Generator

    SimonUTD
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    Enables generation of professional diagrams and interactive prototypes from natural language descriptions using multiple AI models. Supports creating draw.io diagrams, HTML prototypes, and styled mobile app interfaces with Apple HIG and WeChat Mini Program design standards.
    Last updated -
    3
    48
    MIT License
    • Linux
    • Apple

  • Azure Image Generation MCP

    malikmalikayesha
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    Enables AI-powered image generation using Azure DALL-E 3 and FLUX models with intelligent automatic model selection. Generates stunning photorealistic or creative images directly within LibreChat through simple text prompts.
    Last updated -
    1
    119
    MIT License

  • Image Generation MCP Server

    GongRzhe
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    Provides image generation capabilities for Claude using the Replicate Flux model, allowing users to create images from text prompts with customizable parameters like aspect ratio and output format.
    Last updated -
    38
    40
    MIT License
    • Apple

  • Postman Tool Generation MCP Server

    giovannicocco
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    An MCP server that generates AI agent tools from Postman collections and requests. This server integrates with the Postman API to convert API endpoints into type-safe code that can be used with various AI frameworks.
    Last updated -
    13
    MIT License

  • MCP Tools

    starzzzzzzzzzzzzzz
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    An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Sent Events) connections with built-in utility tools including echo, time, calculator, and weather query functionality.
    Last updated -

  • AWS Diagram MCP Server

    lukeburciu
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    Enables users to generate professional AWS architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python code through the diagrams package. Supports customizable styling and secure diagram generation for cloud infrastructure visualization.
    Last updated -
    3
    Apache 2.0

  • Minimax MCP Tools

    PsychArch
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    An MCP server implementation that integrates with Minimax API to provide AI-powered image generation and text-to-speech functionality in editors like Windsurf and Cursor.
    Last updated -
    2
    13
    51
    MIT License
    • Apple

  • Divide and Conquer MCP Server

    landicefu
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    Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.
    Last updated -
    15
    52
    6
    MIT License
    • Apple
    • Linux

  • ethereum-tools

    0xGval
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    quality
    A comprehensive toolkit for Ethereum blockchain analysis within Claude AI, enabling contract auditing, wallet analysis, profitability tracking, and on-chain data retrieval.
    Last updated -
    11
    994
    11

  • GCP Billing and Monitoring MCP Server

    RadiumGu
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    Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
    Last updated -
    40
    1
    Apache 2.0

  • image-tools-mcp

    kshern
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    Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image dimensions and compresses images from URLs and local files using the TinyPNG API. It supports converting images to formats like webp, jpeg/jpg, and png, providing detailed information on width, height, type, and compressi
    Last updated -
    2
    14
    7
    MIT License
    • Apple

  • Account and Transaction MCP Server

    ag2-mcp-servers
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    An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.
    Last updated -

  • HaloPSA MCP Tools

    ssmanji89
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    Model Context Protocol server for interacting with the HaloPSA API, enabling AI assistants like Claude to manage tickets, users, and assets in HaloPSA through natural language.
    Last updated -
    74
    MIT License
    • Apple
    • Linux

  • MCP Calc Tools

    nbiish
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    A server that provides advanced mathematical and financial calculation capabilities for AI code assistants, enabling them to perform complex calculations like symbolic calculus, numerical methods, and financial analysis without implementing algorithms directly.
    Last updated -
    18
    4

  • TypeScript Tools MCP

    trkbt10
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    A Model Context Protocol (MCP) server that provides TypeScript development tools for automated refactoring and code analysis.
    Last updated -
    • Apple
    • Linux

  • MCP Utility Tools

    haasonsaas
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    A collection of tools that enhance MCP-based workflows with caching, retry logic, batch operations, and rate limiting capabilities.
    Last updated -
    7
    0
    MIT License