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Alternatives to pubdata-mcp

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    Related Servers

    • A
      license
      Not graded
      quality
      C
      maintenance
      62 live, cryptographically signed data tools for AI agents and robots: weather, natural hazards, flights, shipping, space, CVEs, sanctions, software versions, sea ice and more. Every datapoint carries source, licence, timestamp and an Ed25519 signature.
      13 npm
      MIT
    • F
      license
      A
      quality
      D
      maintenance
      Exposes live earth-science data (e.g., earthquakes from USGS) as tools for MCP-compatible AI agents, enabling them to fetch and reason about real-time geophysical events.
      1
      -
    • A
      license
      A
      quality
      B
      maintenance
      Provides US weather forecasts, current conditions, alerts, earthquakes, elevation, and geocoding via keyless US-government data feeds. Enables AI agents to access real-time weather and geospatial data without API keys.
      6
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables LLMs and autonomous agents to access live global weather consensus, storm and seismic monitoring, space weather, webcam search, and tactical SITREP generation, plus sub-5ms local queries across 1M+ spatial sensor nodes in SQLite.
      MIT

    TDQS

    A3.9/5.0

    Scored across 7 tools

    Disambiguation4/5

    Most tools map to a distinct data source (base_fee, iss, earthquakes, weather) or payment concern (spend_status). The only mild overlap is between postcard and risk_brief, which both fuse weather + seismic + ISS/coordinate data; descriptions differentiate them (free novelty verse vs. paid exposure brief), but an agent could still hesitate between the two fusion tools.

    Naming Consistency4/5

    All names are lowercase snake_case (base_fee, spend_status, risk_brief) with no camelCase mixing, which is predictable. However, they are noun/endpoint style rather than a clear verb_noun convention, and the bare acronym 'iss' breaks the compound-word pattern slightly.

    Tool Count5/5

    Seven tools is well-scoped for a read-only public-data server: four raw data sources, one composite demo tool, one paid fused brief, and one payment-cap status check. Each tool has a clear reason to exist and nothing feels padded.

    Completeness4/5

    For a read-only data domain the surface is solid: raw feeds, a fusion tool, and x402 payment-costing/status tools. Minor gap is the lack of any spend-cap management or authorization operation (spend_status is read-only), and no batch/coordinate-list variant, but core workflows are coverable.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues