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Thel-Consulting

Federal Funding Finder

by Thel-Consulting
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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

    A3.7/5.0

    Scored across 5 tools

    Disambiguation4/5

    The two agency search tools (search_nih_awards, search_nsf_awards) and the aggregator (agency_sbir_summary) are clearly distinct in purpose, and search_open_opportunities covers a separate source. However, similar_funded_projects overlaps meaningfully with the two award-search tools since it queries the same NIH/NSF sources and only adds ranking, which could cause misselection.

    Naming Consistency3/5

    Three tools follow a clean search_noun pattern (search_open_opportunities, search_nih_awards, search_nsf_awards), but agency_sbir_summary leads with a noun and similar_funded_projects with an adjective, breaking the verb-first convention. The names remain readable despite the mixed patterns.

    Tool Count4/5

    Five tools is a lean but sensible set for an SBIR/STTR funding discovery server, with each tool covering a distinct source or aggregation. It is slightly thin—no per-award detail or cross-source rollup tool—but nothing feels redundant.

    Completeness4/5

    The surface covers the core lifecycle of SBIR/STTR discovery: open opportunities, funded awards from two major agencies, aggregate counts, and similarity search. Minor gaps exist (no detail/lookup by award ID, no coverage of other SBIR agencies like DOD/DOE), but results link out and core workflows are supported.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources