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google-flights-proto-mcp

by KasperBuilds
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Python
Hybrid

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    TDQS

    B3.4/5.0

    Scored across 3 tools

    Disambiguation3/5

    build_protobuf_search_url is clearly distinct as a URL builder, but discover_and_rank_complete and search_and_verify_top overlap heavily since both perform the same core search and ranking flow, differing only in the verification step. The descriptions help, but an agent could easily pick the wrong one when it only needs unverified results.

    Naming Consistency4/5

    All tool names use snake_case and begin with a verb, which is a solid pattern. The minor inconsistency is that build_protobuf_search_url uses a simple verb_noun structure while the other two use verb_and_verb_complement, making the set slightly uneven but still readable.

    Tool Count4/5

    Three tools is a reasonable size for a focused flight-search server that exposes a small pipeline: build URL, run search and ranking, then optionally verify. Each tool has a real purpose, though the set is slightly thin if broader flight-search operations were intended.

    Completeness4/5

    The tools cover the main workflow from URL construction through ranking and verification, so most end-to-end flight search needs are addressed. Minor gaps exist such as no tool to view raw intermediate protobuf/HTTP responses, but agents can work around this by chaining the available tools.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources