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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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12,146 servers. Last updated 2025-12-04 16:57
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  • OpenVSP MCP Server

    Three-Little-Birds
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    Enables automated geometry editing and aerodynamic analysis using OpenVSP and VSPAero through natural language. Provides tools to modify aircraft geometry parameters and run computational fluid dynamics simulations programmatically.
    Last updated 22 days ago
    3
    MIT License
    • Apple
    • Linux

  • Pterasim MCP Server

    Three-Little-Birds
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    Enables wing simulation and aerodynamic analysis for pterosaur-inspired flight models. Provides lift, drag, and thrust calculations through the pterasim module with analytical fallbacks when the native module is unavailable.
    Last updated 22 days ago
    1
    MIT License

  • XFOIL MCP Server

    Three-Little-Birds
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    Enables aerodynamic analysis through XFOIL polar computations. Provides typed models and tools to run airfoil performance analyses from agents or automation workflows.
    Last updated 22 days ago
    1
    MIT License
    • Apple
    • Linux

  • Aerospace MCP

    cheesejaguar
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    Enables flight planning and aviation operations through intelligent airport resolution, great-circle route calculation, and aircraft performance estimation. Supports 28,000+ airports worldwide and 190+ aircraft types for comprehensive flight planning via natural language.
    Last updated 3 months ago
    5
    2
    MIT License
    • Linux
    • Apple

  • Flappy MCP Server

    Three-Little-Birds
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    Enables running avian flight dynamics simulations through the Flappy simulator. Provides typed configuration models and deterministic fallback calculations for bird flight analysis.
    Last updated a month ago
    1
    MIT License

  • NASA MCP Server

    BACH-AI-Tools
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    Provides standardized access to 20+ NASA data sources including astronomy pictures, Mars rover photos, near-Earth objects, satellite imagery, space weather, and planetary data through a unified interface optimized for AI consumption.
    Last updated 12 hours ago
    21
    ISC License
    • Apple
    • Linux

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