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  • A
    license
    Not graded
    quality
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    maintenance
    Enables AI assistants to execute PromQL queries and discover metrics within AWS Managed Prometheus (AMP) using SigV4 authentication. It provides tools for instant and range queries, label management, and metric discovery in secure, VPC-isolated environments.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Monitoring that agents set up for themselves — cron jobs, CI/CD pipelines and AI agent runs.
    39
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides read-only access to App Store Connect analytics, sales, finance, and customer review data, with tools to fetch and parse reports from Apple's Analytics Reports API and other report endpoints.
    14
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to interact with inSCADA systems via the Model Context Protocol, providing 39 tools for live data, alarms, scripts, historical analysis, charts, and more.
    39
    13 npm
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Read-only MCP server for Kafka cluster health, consumer lag, partition state, and replay-readiness, enabling AI agents to diagnose streaming incidents without write access.
    8
    26 PyPI
    3
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for Uptrack uptime monitoring. Manage monitors and incidents from AI agents like Claude, ChatGPT, and Cursor.
    2 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A lean MCP server that provides LLM agents with transparent access to multiple Prometheus instances for metrics analysis and SRE operations.
    4
    GPL 2.0
  • F
    license
    Not graded
    quality
    B
    maintenance
    Brings interactive blue-team security operations into AI hosts, enabling alert triage, attack discovery, case management, detection rules, threat hunting, and sample data generation with rich inline UIs.
    24
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to access App Store Connect data including financial metrics, subscription analytics, app performance data, and revenue insights. Provides real-time iOS app metrics through secure API integration with rate limiting and comprehensive reporting capabilities.
    19 npm
    34
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Claude Code and claude.ai to read error tracking data and triage issues from a self-hosted Bugsink instance through a remotely deployed, OAuth-gated MCP server.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides Claude and other AI agents with read-only, guardrailed access to Pinpoint APM data, enabling production debugging through traces, metrics, transactions, and service topology.
    Apache 2.0