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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to discover and execute solar energy domain tools such as solar cell simulation, perovskite parameter/bandgap/aging prediction, RAG knowledge retrieval, and curve/table generation through MCP.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides a find_solution tool that retrieves verified, compressed coding solutions from a curated library and injects them into AI coding agents like Claude Code and Cursor via MCP, improving problem-solving success rates by up to 50%.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A local RAG MCP server that enables AI tools like Claude to search indexed codebases and documentation using vector search with Ollama models.
    Apache 2.0
  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    A Model Context Protocol server that provides AI-grounded Bing search capabilities using the Azure AI Project Client. It enables intelligent web searches with automated citation tracking and URL extraction for seamless AI integration.
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