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  • A
    license
    B
    quality
    D
    maintenance
    An MCP server that allows users to run and visualize systems models using the lethain:systems library, including capabilities to run model specifications and load systems documentation into the context window.
    2
    14
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An enhanced dynamic MCP server management service that creates, runs, and manages Model Context Protocol servers with multi-language support and strict parameter validation.
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    An open-source MCP server that gives AI assistants comprehensive tools to read, write, run, and verify Godot projects, featuring a three-layer architecture (headless, editor, game bridge) with systematic security protections.
    26
    110 npm
    96
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enhanced fork of Google's Colab MCP, pre-registers all 7 notebook tools at startup (get_cells, add/run/update/delete/move_cell, add_text_cell), adds programmatic GPU control (T4/L4/A100) via OAuth, and fixes the "Disconnected from local server" issue with IPv4-only bind, PNA CORS headers, and stale-tab dedup. Works on Chrome, Edge, Windows, macOS, Linux.
    9
    18
    Apache 2.0
  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) for enhanced development capabilities including extended reasoning, collaborative development, code review, debugging, and large context analysis with conversation threading.
    8 npm
    1
    -
  • A
    license
    A
    quality
    F
    maintenance
    A Model Context Protocol implementation that plays sound effects (completion, error, notification) for Cursor AI and other MCP-compatible environments, providing audio feedback for a more interactive coding experience.
    3
    1
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Enables running Python and commands inside isolated, persistent Wasmer sandboxes on the host, while also exposing an Edge-deployed Postgres-backed service for storing notes and collecting feedback.
    8
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables interaction with remote MCP servers using SSE transport instead of STDIO for enhanced communication capabilities.
    1
    203,795 PyPI
    2,762
    Python
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides structured, sandboxed test and lint feedback for coding agents, returning compact typed verdicts with failure fingerprints instead of raw runner output. It enables impact-selected test execution in isolated containers, distinguishing pre-existing failures from regressions.
    4
    32 PyPI
    Apache 2.0