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A server to help debug and optimize a Flutter app using Google Gemini 2.5

  • Why this server?

    This server is specifically designed for the Google Gemini language model, which is what the user is using.

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    A Model Context Protocol (MCP) server implementation for the Google Gemini language model. This server allows Claude Desktop users to access the powerful reasoning capabilities of Gemini-2.0-flash-thinking-exp-01-21 model.
    JavaScript
    MIT License
  • Why this server?

    As the user is trying to improve their Flutter app, debugging tools will be useful. Since Flutter uses React Native, this server would be useful for that.

  • Why this server?

    May help with some debugging tasks by running Python code in a sandboxed environment.

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    Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime.
    1
    7
    Python
    MIT License
    • Apple
  • Why this server?

    Enables generating scripts that can be exposed as MCP servers, possibly useful for improving performance.

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    GenAIScript is a JavaScript runtime dedicated to build relaible, automatable LLM scripts. Every GenAIScript can be exposed as a MCP server automatically.
    2,516
    TypeScript
    MIT License
    • Linux
    • Apple
  • Why this server?

    Provides rich tool capabilities that can help improve AI model performance and reduce prompt token consumption.

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    A modular dynamic API server based on the MCP protocol that provides rich tool capabilities for AI assistants while significantly reducing prompt token consumption.
    TypeScript
  • Why this server?

    This server allows executing JavaScript/TypeScript code, which is helpful when working with web-based parts of Flutter apps or for custom debugging scripts.

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    Allows AI models to run JavaScript/TypeScript code through Model Context Protocol tool calls, supporting both one-time script execution and stateful REPL sessions with npm package integration.
    TypeScript
  • Why this server?

    This server allows LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities, improving debugging and performance optimization.

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    A Model Context Protocol server that enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.
    5
    JavaScript
    MIT License
    • Linux
    • Apple
  • Why this server?

    Can make documentation searchable, potentially helpful for debugging and optimization.

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    A flexible Model Context Protocol server that makes documentation or codebases searchable by AI assistants, allowing users to chat with code or docs by simply pointing to a git repository or folder.
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    JavaScript
  • Why this server?

    Helps memorize aspects of a codebase, which can be used to debug the logic and understand style & standards.

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    SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.
    Python
    MIT License