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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.

6,195 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

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    A server for interacting with SingleStore databases, enabling table querying, schema descriptions, and ER diagram generation with secure SSL support and TypeScript safety.
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    JavaScript
    • Apple
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    Facilitates the creation of mathematical diagrams using natural language through Penrose's domain-specific languages, allowing for the definition of mathematical types, relationships, and visual representation rules.
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    JavaScript
    MIT License
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    A Model Context Protocol server that validates and renders Mermaid diagrams.
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    JavaScript
    MIT License
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    Enables AI assistants to interact with Confluence by converting Markdown documents to professionally styled Confluence pages with Mermaid diagram support.
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    TypeScript
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    Enables users to create UI flowcharts by generating visualizations of user interfaces and interactions through an easy-to-use API within MCP-compatible systems.
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    TypeScript

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  • A
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    A TypeScript tool that ranks files in your codebase by importance, tracks dependencies, and provides file summaries to help understand code structure through Cursor's Model Context Protocol.
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    GPL 3.0
    • Linux
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    Provides LLM Agents with AI-powered mentorship for code review, design critique, writing feedback, and brainstorming using the Deepseek API, enabling enhanced output in various development and strategic planning tasks.
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    TypeScript
    Apache 2.0
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    AI for product teams. Connect all your company and customer knowledge to all of your other tools via BuildBetter's MCP.
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    JavaScript
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    A Model Context Protocol server that connects LLMs to GIS operations, enabling AI assistants to perform accurate geospatial analysis including geometric operations, coordinate transformations, and spatial measurements.
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    12
    Python
    MIT License
    • Linux
    • Apple