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MCP (Model Context Protocol) requirements and selection MCP tools

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

59,470 tools. Last updated 2026-01-11 17:39
  • Retrieve VRAM requirements, context window size, and tier classification for AI models to optimize resource allocation and model selection decisions.
  • Access comprehensive guides and documentation for Model Context Protocol development, covering topics like getting started, building servers/clients, core concepts, and best practices.
    MIT License
  • Access comprehensive guides and documentation for Model Context Protocol development, covering topics like getting started, building servers/clients, core concepts, and best practices.
    MIT License
  • Extracts and structures git diff data, providing context and analysis instructions for AI models via the Model Context Protocol in Lucidity MCP.
    Apache 2.0
  • Engage in AI-driven conversations with customizable model selection to enhance communication and context understanding. Ideal for integrating intelligent dialogue into workflows.
    GPL 3.0
  • Analyze files and codebases using natural language queries. Supports model selection, sandbox testing, and structured edit suggestions for code changes.

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