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  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that emits OpenTelemetry traces, metrics, and logs to OTLP endpoints in various formats. It includes tool-mimicry profiles to generate realistic traffic resembling common tools like nginx, postgres, and AWS Lambda for testing and demonstration purposes.
    11
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    SLA observation broker for the A2A network: agents register public health endpoints with target uptime and latency, and the shim probes them to record breaches.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables monitoring of Ubuntu system metrics, Docker containers, and public IP drift, with Feishu alerting and HTTP/MCP tools for querying status, viewing history, and restarting containers.
    2 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables read-only API incident triage through MCP tools that classify HTTP failures, timeouts, slow responses, rate limits, and missing observations, and inspect configured public service endpoints, producing structured and human-readable incident reports.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides agent-native analytics and logging for coding agents, enabling product analytics, error logging, and deploy attribution through an MCP handoff.
    1 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Read-only MCP server for querying Cloudera Manager metrics (CPU, memory, disk, health) for CDP Public Cloud DataHubs via natural language, using workload credentials and Knox.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables verification of MCP tool definitions against a signed public transparency log, and querying of historical changes and server metadata.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides live infrastructure monitoring for AI agents, including domain health checks, MCP server security posture, email blacklists, broken-link scans, and cloud vendor status. No signup or API key needed for public tools.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables LLM evaluation and observability by uploading documents, building test sets, running RAG pipelines, and automatically scoring answers for groundedness, hallucination risk, retrieval quality, latency, and cost, with tools exposed to MCP-compatible clients.
    1
    MIT