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Opik MCP Server

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Python
Hybrid

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    Deploy Server
    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

    B3.1/5.0

    Scored across 19 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose targeting specific resources (projects, prompts, traces, metrics, help) and actions (create, get, list, update, delete). There is no overlap or ambiguity between tools, making it easy for an agent to select the right one for any operation.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern with hyphens (e.g., create-project, get-project-by-id, list-projects). The naming is uniform across all 19 tools, using clear verbs like create, get, list, update, and delete paired with specific nouns.

    Tool Count4/5

    With 19 tools, the count is slightly high but reasonable for a comprehensive server covering projects, prompts, traces, metrics, and help. It feels well-scoped for the Opik domain, though it borders on being heavy compared to typical 3-15 tool ranges.

    Completeness5/5

    The tool set provides complete CRUD/lifecycle coverage for projects and prompts (create, get, list, update, delete), with additional tools for traces, metrics, and help. There are no obvious gaps; agents can perform all core operations without dead ends in this domain.

    Maintenance

    ActivityActive
    ResponsivenessUnresponsive

    Resources