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  • Google CrUX MCP

    A1-x-Tech
    A
    license
    A
    quality
    A
    maintenance
    Enables natural language queries of the Chrome UX Report API to fetch Core Web Vitals (LCP, INP, CLS, FCP, TTFB), compare form factors, benchmark pages against site averages, and analyze up to 40 weeks of performance trends.
    6
    134
    MIT

  • console-mcp

    rohithgoud30
    A
    license
    A
    quality
    D
    maintenance
    An MCP server for streaming and searching macOS Console.app and iOS device logs, enabling real-time log access and debugging through natural language.
    14
    8
    2
    MIT
  • Recordant by recordant

    Recordantofficial

    recordant
    F
    license
    -
    quality
    C
    maintenance
    Patent-pending diagnostic + decisions-ledger engine for any host software system — operator briefs and a severity-gated MCP console.

  • Google Cloud Logging MCP

    swen128
    A
    license
    -
    quality
    F
    maintenance
    Enables AI assistants to query, search, and analyze logs across Google Cloud Platform projects. It supports advanced filtering by severity or resource type and provides detailed log entry retrieval and project listing capabilities.
    13
    11
    MIT

  • mcp-cloudwatch-explorer

    sarteta
    A
    license
    -
    quality
    D
    maintenance
    Enables AI agents to query AWS CloudWatch metrics, alarms, and logs read-only via MCP, providing rapid health snapshots and triage without console navigation.
    1
    MIT

  • fe

    runFleets
    A
    license
    -
    quality
    B
    maintenance
    Multi-site analytics for AI agents — GA4, Google Search Console, Cloudflare edge, PageSpeed, and audit insights across all your websites as tools.
    15
    MIT

  • Quant Watchtower

    janvrsinsky
    A
    license
    -
    quality
    C
    maintenance
    A read-only MCP operations console for monitoring an algorithmic trading fleet, providing heartbeat, reconciliation, alert, and audit data through six typed tools.
    MIT

  • mcp-console-hub

    nano-step
    A
    license
    -
    quality
    C
    maintenance
    Streams browser DevTools console, network, storage, and performance data to your IDE's AI agent for real-time debugging and analysis.
    10
    1
    MIT

  • Browser Runtime MCP

    MakiDevelop
    A
    license
    -
    quality
    B
    maintenance
    Enables AI agents to monitor and debug browser runtime errors, console logs, and page diagnostics in real time via a Chrome extension and local MCP server.
    MIT

  • console-stream-mcp

    Topman-14
    A
    license
    -
    quality
    B
    maintenance
    Enables AI coding agents to access live console logs, errors, and network requests from web applications via a local WebSocket connection, without copying data to chat.
    192
    15
    MIT

  • mshegolev/kibana-mcp

    mshegolev
    A
    license
    A
    quality
    A
    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).
    5
    MIT

  • Graylog MCP Server

    jperelli
    A
    license
    A
    quality
    A
    maintenance
    Minimal MCP server that integrates with Graylog, enabling agents to search, analyze, and inspect log messages across streams, discover fields and streams, and query multiple Graylog instances.
    5
    45
    MIT

  • mcp-opensearch

    bunnyiesart
    A
    license
    A
    quality
    A
    maintenance
    A read-only MCP server that enables AI assistants to search, aggregate, and explore OpenSearch log data through 12 tools for connectivity, index discovery, search, and aggregations.
    17
    MIT

  • pagespeed-insights-mcp

    Considus
    A
    license
    A
    quality
    A
    maintenance
    MCP server for measuring web performance with Google PageSpeed Insights, providing median scores with uncertainty and real-user data. It offers tools for scores, diagnostics, and comparisons to identify regressions.
    2
    7
    Apache 2.0