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

82,744 tools. Last updated 2026-03-16 11:39
  • Search for Model Context Protocol (MCP) servers using specific keywords to retrieve relevant information from the MCP Hub database.
    MIT
  • Monitor audio continuously and provide AI-driven learning feedback for improvement. Supports customizable monitoring duration, in-depth analysis, and optional raw audio data inclusion for enhanced MIDI device control.
  • Find Spaces on Hugging Face Hub using keywords, authors, tags, or SDK. Filter and retrieve results efficiently for machine learning projects.
    MIT
  • Collect and analyze performance metrics for the MCP Hub system, including execution times, success rates, error counts, and resource utilization. Provides essential data for system monitoring and optimization.
    MIT

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