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"Methods for Searching and Parsing Online Documentation" matching MCP servers:

  • MCP Server for Splunk

    deslicer
    A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.
    Last updated
    53
    27
    Apache 2.0

  • GCP Billing and Monitoring MCP

    RadiumGu
    A
    license
    C
    quality
    D
    maintenance
    Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
    Last updated
    40
    1
    Apache 2.0

  • MCP Server for Coroot

    jamesbrink
    A
    license
    B
    quality
    C
    maintenance
    A Model Context Protocol server that provides seamless integration with Coroot observability platform, enabling monitoring of applications, analysis of performance metrics, examination of logs and traces, and management of infrastructure through Coroot's comprehensive API.
    Last updated
    61
    16
    MIT

  • Splunk MCP for SOC Operations

    DeepTempo
    A
    license
    -
    quality
    D
    maintenance
    Enables AI-driven SOC investigations by providing automated Splunk querying, threat intelligence enrichment, and response actions through natural language. Includes tools for IP pivoting, lateral movement detection, and label harvesting.
    Last updated
    1
    Apache 2.0

  • Linuxfabrik MCP Server for

    Linuxfabrik
    A
    license
    -
    quality
    B
    maintenance
    Enables AI clients like Claude to triage, investigate, and operate Icinga installations through natural language, integrating with Icinga's REST APIs and providing deep awareness of monitoring plugins and historical performance data.
    Last updated
    4
    The Unlicense

  • agent-activity

    patrickdaj
    A
    license
    A
    quality
    B
    maintenance
    A read-only MCP server that exposes local coding-agent session logs as three tools for introspection of recent work, debugging tool failures, and tracking token usage and estimated cost without parsing log files.
    Last updated
    3
    MIT

  • preflight-mcp

    gsmethells
    A
    license
    A
    quality
    -
    maintenance
    TrustPilot for APIs, built for AI agents. Independent reliability ratings for APIs and MCP servers — look up trust scores, compare providers side by side, and leave reviews from real agent traffic.
    Last updated
    3
    1

  • Log Analyzer MCP

    Fato07
    A
    license
    A
    quality
    C
    maintenance
    An MCP server for AI-powered log analysis that enables parsing, searching, and debugging across nine log formats directly within Claude. It features automated error extraction, sensitive data scanning, and streaming support for large log files.
    Last updated
    14
    5
    MIT

  • aliyun-sls-mcp

    SuxyEE
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to query and analyze Alibaba Cloud SLS logs using natural language, supporting multiple log sources like Function Compute and ECS. It provides tools for searching logs, performing SQL analysis, and visualizing log distributions directly within Cursor or Claude.
    Last updated
    6
    42
    10
    MIT

  • Sentry MCP Server

    elad12390
    A
    license
    A
    quality
    C
    maintenance
    Enables searching and analyzing Sentry issues, events, and traces via natural language, providing tools for error investigation and distributed tracing.
    Last updated
    4
    MIT

  • sumo-mcp

    droyad
    F
    license
    A
    quality
    C
    maintenance
    Enables searching Sumo Logic logs using the search_logs tool, with support for query parameters such as time range and maximum results.
    Last updated
    1
    1

  • beacon-mcp

    HyperBDR
    A
    license
    A
    quality
    C
    maintenance
    MCP server for the beacon log analytics platform, exposing beacon's REST API as MCP tools and resources for AI agents to query and analyse AI-assistant usage data.
    Last updated
    11
    MIT
  • crashwebsite-mcp by PluginCrashReports

    crashwebsite-mcpofficial

    PluginCrashReports
    F
    license
    A
    quality
    C
    maintenance
    MCP server that exposes plugin crash reports from a crash reporting site to Claude, enabling querying and managing crash data via tools like listing frequent crashes, searching, adding comments, and managing plugins.
    Last updated
    12

  • vmware-aria-logs

    apollion69
    A
    license
    A
    quality
    D
    maintenance
    MCP server for querying and analyzing logs from VMware Aria Operations for Logs, enabling log search, incident detection, and vROps correlation.
    Last updated
    6
    4
    MIT