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  • suitecrm-mcp

    Anirudhx7
    A
    license
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    quality
    B
    maintenance
    Open-source MCP gateway connecting AI agents like Claude Desktop and Claude Code to SuiteCRM. 24 CRM tools over SSE with OAuth2/OIDC auth, multi-entity support, ACL enforcement, and Prometheus/Grafana observability.
    Last updated
    1
    MIT

  • PilotOps MCP

    muhammedehab35
    F
    license
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    quality
    D
    maintenance
    Enables AI-driven incident response by connecting Claude to monitoring tools like Prometheus, Grafana, Loki, PagerDuty, and Slack for automated investigation and runbook generation.
    Last updated
    9

  • Channels MCP Server

    pavanbhatt19
    F
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to autonomously investigate and manage Sophos Channel Server incidents by connecting via SSH, checking Zabbix alerts, searching Jira, pattern matching known root causes, and creating LINFRA tickets.
    Last updated
    10
  • DebugBundle by debugbundle

    DebugBundleofficial

    debugbundle
    A
    license
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    quality
    A
    maintenance
    DebugBundle helps AI agents investigate production incidents with deterministic debug bundles, reproductions, health checks, and diagnostics. It exposes incident inspection, bundle retrieval, and ops management tools over MCP.
    Last updated
    6
    AGPL 3.0
  • Shipbook MCP by ShipBook

    Shipbook MCPofficial

    ShipBook
    A
    license
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    quality
    D
    maintenance
    Connects AI coding assistants to Shipbook for investigating issues using real application logs with error classification, log search, and session tracing.
    Last updated
    2
    MIT
  • Auralogs MCP Server by auralogs-ai

    Auralogs MCP Serverofficial

    auralogs-ai
    A
    license
    -
    quality
    C
    maintenance
    A read-only MCP server for the Auralogs logging platform, enabling AI agents to query production logs, search errors, and retrieve AI analyses without write access. It allows you to ask your coding assistant 'what's broken in production right now?' by connecting to your logs via a simple bearer auth key.
    Last updated
    MIT

  • Sentry

    universal-mcp
    A
    license
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    quality
    D
    maintenance
    Enables interaction with Sentry's error tracking and monitoring tools through a unified API, allowing natural language access to Sentry services.
    Last updated
    MIT

  • Grafana FastMCP Server

    sandersouza
    A
    license
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    quality
    D
    maintenance
    Enables MCP-compatible agents to interact with Grafana instances for searching, creating, and updating dashboards, exploring logs via Loki, querying datasources, managing alerts, incidents, and on-call shifts, and accessing observability data.
    Last updated
    8
    Apache 2.0

  • mcp-redis-diagnostics

    Dmitriusan
    A
    license
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    quality
    D
    maintenance
    A lightweight npm MCP server for deep Redis diagnostics, offering tools for memory, slowlog, clients, keyspace, latency, and config analysis with AI-powered recommendations.
    Last updated
    38
    MIT

  • elastic-mcp

    jrvalinas
    A
    license
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    quality
    D
    maintenance
    Small production-oriented MCP server for diagnosing incidents from Elasticsearch logs with unknown schema. It provides tools for log discovery, retrieval, and issue diagnosis.
    Last updated
    MIT

  • Prometheus MCP Server

    ArkTechNWA
    A
    license
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    quality
    D
    maintenance
    Enables AI assistants to query Prometheus metrics, monitor alerts, and analyze system health through read-only access to your Prometheus server with built-in query safety and optional AI-powered metric analysis.
    Last updated
    MIT

  • graylog-mcp

    anpy-j
    A
    license
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    quality
    C
    maintenance
    Provides a standardized MCP interface for querying Graylog logs, enabling AI agents to search, diagnose, and correlate runtime logs with code via configurable profiles.
    Last updated
    MIT

  • hive-mcp-sla-monitor

    srotzin
    A
    license
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    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.
    Last updated
    MIT