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needle-mcp

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    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4.1/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool targets a distinct stage of the investigation workflow: plan_investigation starts from a bare identifier, correlate_ids handles already-collected snippets, generic source query/list handle adapter access, get_coverage handles topology, analyze_visual_evidence handles HAR, and validate_rca handles output. The only near pair is explicitly disambiguated in the descriptions.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun snake_case pattern (plan_investigation, query_generic_source, list_generic_sources, validate_rca). There is no style mixing or vague verb usage.

    Tool Count5/5

    Seven tools is a well-scoped set for an observability/RCA investigation server. Each tool maps to a distinct workflow step without redundancy or bloat.

    Completeness5/5

    The tool surface covers the full investigation lifecycle: identifying a trace ID, querying sources, listing sources, checking coverage, correlating IDs across snippets, analyzing HAR evidence, and validating the final RCA. Vendor-specific log retrieval is intentionally deferred to connected MCPs, so there is no obvious dead-end in the intended workflow.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources