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Observability

Tools and platforms for comprehensive system observability including logs, metrics, and traces. Enables monitoring, troubleshooting, and performance analysis of applications and infrastructure.

MCP ServersBrowse all →

  • LangSmith MCP Server by langchain-ai

    LangSmith MCP Serverofficial

    langchain-ai
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    Enables language models to access LangSmith observability platform features including fetching conversation history, managing prompts, retrieving traces and runs, working with datasets and examples, and analyzing experiments.
    Last updated
    13
    109
    MIT
  • Scout Monitoring MCP by scoutapp

    Scout Monitoring MCPofficial

    scoutapp
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    license
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    quality
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    Enables AI assistants to access Scout Monitoring performance and error data through Scout's API. Provides traces, errors, metrics, and insights for Rails, Django, FastAPI, Laravel and other applications to help identify and fix performance issues like N+1 queries, slow endpoints, and memory bloat.
    Last updated
    13
    28
    MIT

  • jaeger-mcp

    mshegolev
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    Provides read-only access to Jaeger distributed tracing data through the Model Context Protocol. Enables Claude and other MCP-capable agents to search traces, inspect spans, and analyze service dependencies directly within conversations.
    Last updated
    2
    5
    MIT

  • iris-eval/mcp-server

    iris-eval
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    maintenance
    MCP-native agent evaluation and observability server. Log traces, evaluate output quality with 12 built-in rules (PII detection, prompt injection, cost thresholds), and track agent costs. Real-time dashboard, OTel-compatible spans. Self-hosted, MIT licensed.
    Last updated
    2
    9
    58
    6
    MIT
  • Logfire MCP Server by pydantic

    Logfire MCP Serverofficial

    pydantic
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    license
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    quality
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    maintenance
    A Model Context Protocol server that enables LLMs to retrieve and analyze OpenTelemetry traces and metrics from Logfire, supporting exception tracking and custom SQL queries against telemetry data.
    Last updated
    4
    161
    MIT
  • Foreman MCP Server by theforeman

    Foreman MCP Serverofficial

    theforeman
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    license
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    quality
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    maintenance
    Enables interaction with Foreman instances to manage systems through the Model Context Protocol. It provides access to Foreman resources and tools, such as security update reports, directly within AI-powered environments like VSCode and Claude Desktop.
    Last updated
    5
    7
    GPL 3.0
  • Rollbar MCP Server by rollbar

    Rollbar MCP Serverofficial

    rollbar
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    quality
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    Enables AI assistants to interact with Rollbar error tracking and monitoring service, allowing them to diagnose issues, view item details, list deployments, retrieve session replays, and update item properties through natural language commands.
    Last updated
    8
    1,992
    25
    MIT
  • AgentOps MCP by AgentOps-AI

    AgentOps MCPofficial

    AgentOps-AI
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    The AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.
    Last updated
    4
    73
    14
    MIT

  • mshegolev/prometheus-mcp

    mshegolev
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    quality
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    MCP server for Prometheus metrics and observability. Give Claude (or any MCP-capable agent) read access to your Prometheus instance — query metrics with PromQL, inspect active alerts, and explore scrape targets without leaving the conversation. Tools: prometheus_list_metrics, prometheus_query, prometheus_query_range, prometheus_list_alerts, prometheus_list_targets.
    Last updated
    5
    MIT
  • Alibaba Cloud Observability MCP Server by aliyun

    Alibaba Cloud Observabilityofficial

    aliyun
    F
    license
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    quality
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    Provides tools for accessing Alibaba Cloud observability products including SLS (Log Service) and ARMS (Application Real-time Monitoring Service), allowing any MCP-compatible AI assistants to quickly interact with these services.
    Last updated
    9
    112

  • Beszel MCP Server

    Red5d
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    Enables interaction with Beszel system monitoring tool to query system and container statistics, manage alerts, and monitor infrastructure through its PocketBase backend.
    Last updated
    6
    1
    MIT

  • mshegolev/kibana-mcp

    mshegolev
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    license
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    quality
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    maintenance
    MCP server for Kibana / Elasticsearch — log search, aggregations, index discovery, and dashboard browsing. Hits Elasticsearch REST API directly for log queries; falls back to Kibana Console proxy when no direct ES URL is configured. Supports ApiKey auth (best for agents), Basic auth, and anonymous access. All 5 tools are read-only (readOnlyHint: true). Returns structured JSON (outputSchema).
    Last updated
    5
    MIT

  • notify_me_mcp

    thesammykins
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    quality
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    Enables sending rich notifications to Discord and/or Slack webhooks with automatic service detection, retry logic, and support for embeds, blocks, and attachments. Provides secure webhook management with comprehensive input validation and rate limiting.
    Last updated
    3
    TypeScript
    MIT

  • SuzieQ MCP Server

    PovedaAqui
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    license
    B
    quality
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    maintenance
    This project provides a Model Context Protocol (MCP) server that allows language models and other MCP clients to interact with a SuzieQ network observability instance via its REST API.
    Last updated
    2
    4
    MIT

  • NewRelic MCP Server

    ruminaider
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    license
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    quality
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    maintenance
    A comprehensive MCP server providing over 26 tools for querying, monitoring, and analyzing NewRelic data through NRQL queries and entity management. It enables interaction with NewRelic's NerdGraph API for managing alerts, logs, and incidents directly within Claude Code sessions.
    Last updated
    24
    18
    1
    MIT

  • byok-observability-mcp

    alimuratkuslu
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    quality
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    maintenance
    A comprehensive Model Context Protocol (MCP) server for Grafana, Prometheus, Kafka UI, and Datadog. Features a secure "Bring Your Own Key" (BYOK) architecture where credentials stay local. Provides tools for metrics querying, dashboard inspection, Kafka lag monitoring, and unified health checks.
    Last updated
    23
    3
    1
    MIT

  • New Relic MCP Server

    piekstra
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    license
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    quality
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    maintenance
    Enables AI assistants to interact with New Relic monitoring and observability data through programmatic access to New Relic APIs. Supports APM management, NRQL queries, alert policies, synthetic monitoring, dashboards, infrastructure monitoring, and deployment tracking.
    Last updated
    26
    5
    MIT

  • ops-mcp

    Sydney-Robotics-Academy
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    quality
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    maintenance
    Enables unified management of maintenance windows and incidents across Atlassian Statuspage and Uptime Kuma. It allows AI assistants to schedule maintenance, update service statuses, and list monitors through a single MCP-compatible interface.
    Last updated
    9
    MIT

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