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Alternatives to observe-mcp

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    Related Servers

    • A
      license
      A
      quality
      C
      maintenance
      Enables AI assistants to read-only explore OpenObserve: list streams, inspect schemas, and run bounded SQL searches over logs, metrics, and traces without write access.
      3
      147 npm
      1
      MIT
    • F
      license
      A
      quality
      D
      maintenance
      Enables querying OpenTelemetry logs stored in OpenSearch across development and production environments. Provides tools for searching logs by various criteria including free-text Lucene queries, trace IDs, service names, error levels, and specific fields.
      8
      -
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI assistants to list OpenObserve log streams, inspect their schemas, and run read-only SELECT queries with enforced safety caps.
      MIT
    • A
      license
      A
      quality
      C
      maintenance
      Enables AI agents to query OriginChain's telemetry agent for log patterns, semantic incident analysis, distributed traces, service graphs, and read-only SQL queries over telemetry data.
      10
      4 npm
      MIT
    • A
      license
      A
      quality
      C
      maintenance
      Enables read-only querying of Grafana Loki logs through tools like label discovery, LogQL queries, and recent log retrieval, without requiring knowledge of the Loki API.
      4
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      Enables querying log data stored in SQLite databases through the Model Context Protocol, allowing natural language interactions with log analysis.
      -

    TDQS

    A4.1/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: listing streams, retrieving a schema, and executing SQL queries. The descriptions explicitly guide the correct order of use, eliminating ambiguity.

    Naming Consistency3/5

    All names use PascalCase without separators, but the structural pattern is inconsistent: StreamList and StreamSchema are noun-first, while SearchSQL is verb-first. This mixed verb/noun style reduces predictability, though names remain readable.

    Tool Count5/5

    Three tools cover the essential workflow of discovering streams, inspecting schemas, and querying data. This minimal, focused set avoids redundancy and each tool earns its place.

    Completeness4/5

    The core query lifecycle is well covered: list streams, get schema, run SQL. Minor gaps exist, such as no tool for cross-stream queries or saved query management, but agents can work around these with the provided SQL interface.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues