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Bullhorn MCP Agent

by CaseyTTS
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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

    B3.4/5.0

    Scored across 23 tools

    Disambiguation3/5

    There is substantial overlap between the generic search tools (search_entities Lucene, query_entities SQL-like, find_records structured filters) and the specific ones (list_jobs, list_candidates, get_recent_placements), so an agent can easily pick the wrong path to the same data. get_notes versus get_activity (which includes note_created) and connection_status versus setup_status versus bullhorn_session also blur together. The very detailed descriptions do help differentiate them, keeping this from being worse than a 3.

    Naming Consistency3/5

    Most tools follow a verb_noun snake_case pattern (list_jobs, get_candidate, propose_mapping_changes, confirm_write), which is readable and predictable. However several tools break the pattern with noun or non-standard verb forms (connection_status, setup_status, bullhorn_session, manage_mapping_profile). The mix is understandable but not fully consistent.

    Tool Count3/5

    23 tools is on the heavy side and sits in the borderline range where redundancy costs appear. The breadth (CRM reads, mapping-profile governance, safe-write pipeline, activity and metrics) justifies many tools, but the generic search trio overlaps with the resource-specific list tools, suggesting some could be consolidated.

    Completeness3/5

    The server has strong read coverage (jobs, candidates, placements, notes, activity, metrics) and a well-governed write path, but it lacks create/update for the core CRM entities (no candidate/job/submission/placement creation). For a Bullhorn agent the only real writes are notes and resume upload, a notable lifecycle gap.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources