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116,601 servers. Updated
20 Best Observability MCP Servers: compared and ranked, November 2026Ranked from 684 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    F
    maintenance
    Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence across 17 channels without analyzing content.
    2
    MIT
  • F
    license
    B
    quality
    C
    maintenance
    Provides a suite of utility tools for daily operations, including file format conversion, web page monitoring with change detection, Telegram polls, trading signals from Binance, weather alerts, and more. It includes retry/backoff handling, state persistence, and observability features.
    10
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    Connects Claude AI to KuCoin portfolio and Notion workspace for real-time crypto portfolio management, automated reporting, and AI-powered risk analysis with enterprise-grade security and observability.
    2
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables governed, read-only SQL analytics, hybrid RAG knowledge search, financial metric calculation, and database schema introspection through MCP, with role-based access control, audit logging, and AI observability.
    -