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Exploring Automatic AI Applications and Tools MCP tools

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

68,595 tools. Last updated 2026-02-04 01:09
  • Enable AI-driven collaboration with automatic model switching and context optimization for advanced, multi-model conversational workflows.
  • Perform atomic batch file modifications with parallel processing, AI validation, and automatic rollback for enterprise multi-file editing operations.
    Apache 2.0
  • Query multiple AI backends with smart routing and automatic fallback chains. Features dynamic token scaling, Unity detection, and response tracking across local, Gemini, DeepSeek, and Qwen models.
    Apache 2.0

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