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Alternatives to ew-mcp

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    • A
      license
      A
      quality
      C
      maintenance
      Enables querying the Urban Institute's Education Data Portal — harmonized federal data on schools, school districts, and colleges — through a discovery-first set of tools that search and describe datasets, fetch raw records or aggregated statistics, decode coded values, and resolve institution names to IDs, with no API key required and read-only access to the live API.
      6
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables querying EPA drinking-water records — public water-system inventories, historical SDWA violations, enforcement actions, Lead and Copper Rule summaries, and UCMR 5 contaminant measurements — without an API key. Also supports optional read-only SQL analysis over staged dataset partitions via DuckDB canvases.
      559 npm
      1
      Apache 2.0
    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables AI assistants to explore, compare, and engage with postsecondary education and training offerings—programs, courses, certifications, credit transfer, prior learning, and career transitions—with sourced, snapshot-dated answers and explicit statements of missing data.
      -
    • A
      license
      Not graded
      quality
      A
      maintenance
      Provides universal access to over 800,000 economic time series through three tools that browse the full catalog by category, release, or source, search by keywords, tags, and filters, and retrieve observations with date ranges, frequency aggregation, and transformations such as percent change or natural log. It also supports stdio, Docker, and Streamable HTTP transports with caching, rate limiting, and retry handling for deployment in AI assistant clients.
      369 npm
      AGPL 3.0

    TDQS

    A4.3/5.0

    Scored across 4 tools

    Disambiguation4/5

    The four tools form a clear pipeline: search finds metrics by concept, describe explains a specific metric/indicator/essential question, resolve_place turns a name into a geoid, and get_data fetches values. There is mild overlap between search and describe (both surface framework content), but the args and outputs make the boundary clear in practice.

    Naming Consistency3/5

    Two tools use bare verbs (search, describe) while two use a verb_noun pattern (resolve_place, get_data). Individually readable and unambiguous, but the conventions are mixed rather than a single predictable pattern.

    Tool Count4/5

    Four tools is a tight, well-scoped read-only set for a data framework: discover, explain, geocode, fetch. Nothing feels redundant, though it sits near the thin end where one more operation (e.g. an explicit metric enumeration) might round it out.

    Completeness4/5

    The surface covers the full read lifecycle for the domain — find a metric, understand it, resolve a place, retrieve or rank values, including automatic benchmarks and disaggregation options. Being a read-only data server, missing write ops are not gaps; the main absence is a direct way to enumerate all available metrics/geographies without a query.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues