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MCP Graylog Server

by mothlike

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    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables AI assistants to query and analyze logs from Graylog instances using universal search with relative or absolute time windows, supporting both full result retrieval and lightweight count-only queries.
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    • A
      license
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      quality
      D
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      Enables AI assistants to search and analyze logs in Graylog using three powerful tools: generic log search with Lucene queries, smart UUID/trace ID lookup across multiple fields, and stream-specific message retrieval with automatic field normalization.
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    • F
      license
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      quality
      C
      maintenance
      Enables AI agents to query and analyze Graylog logs through MCP tools for search, aggregation, stream listing, and saved queries, with optional OpenAI-powered natural language orchestration and audit logging.
      -
    • A
      license
      A
      quality
      C
      maintenance
      Enables querying Graylog log management system for messages using natural language, supporting multiple instances and flexible search parameters.
      1
      55 npm
      10
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    • A
      license
      A
      quality
      C
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      Provides a standardized MCP interface for querying Graylog logs, enabling AI agents to search, diagnose, and correlate runtime logs with code via configurable profiles.
      5
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    • A
      license
      A
      quality
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      An MCP server that gives AI assistants direct access to your Graylog logs -- search, aggregate, analyze, and cluster log data through natural language.
      23
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    TDQS

    D1.7/5.0

    Scored across 9 tools

    Disambiguation3/5

    Some tools have overlapping functionality, such as search_logs and search_stream_logs, or aggregate_logs and get_log_count_by_level, which could cause confusion. However, most tools target distinct resources or actions.

    Naming Consistency3/5

    Tools follow a snake_case pattern with verbs like get, list, search, aggregate. The pattern is mostly consistent but not perfectly uniform, e.g., list_streams vs get_stream_info.

    Tool Count4/5

    9 tools is appropriate for a Graylog server, covering the main read operations without being excessive. It feels well-scoped.

    Completeness3/5

    The set covers common query and retrieval operations but lacks write or management tools (e.g., create stream, update). It seems focused on read-only access, which may be intentional but is incomplete for full lifecycle.

    Maintenance

    ActivityMaintained
    ResponsivenessSlow