Skip to main content
Glama

Related Servers

Alternatives to velocity

No user-submitted related servers found.

    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to query live ADS-B flight data, including aircraft currently flying near a given latitude/longitude, individual airframes tracked by ICAO hex address or callsign, and military or government aircraft transmitting worldwide. Each tool returns real-time positions with altitude, ground speed, heading, and vertical rate rather than schedules.
      131 npm
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Provides live vessel positions from Fintraffic's AIS receivers in Finnish and Baltic waters, with tools to query vessels near a point, count vessels in an area, and get details by MMSI. No authentication required.
      296 npm
      MIT
    • F
      license
      Not graded
      quality
      B
      maintenance
      Local MCP server that exposes fleet telemetry queries as tools for language models, enabling natural language questions about vehicle positions, trips, and alerts. Runs on the operator's machine and returns aggregated results from a SQLite database.
      -

    TDQS

    C2.8/5.0

    Scored across 94 tools

    Disambiguation2/5

    The tool set contains many overlapping analytic entry points: get_situation, focus_area, anomalies, intel_brief, area_baseline, whats_changed, deep_analyze, and answer all return situation/intel conclusions with subtle boundaries. Aircraft and vessel access is also split across several near-equivalent tools (query_aircraft/lookup_aircraft/adsb_by_*/fr24_search; query_vessels/maritime_vessels_bbox/maritime_satellite_positions), making misselection likely.

    Naming Consistency3/5

    Almost all names are lowercase snake_case, which is consistent at the formatting level. However, the naming convention itself is mixed: some tools use verb_noun (query_aircraft, create_watch_rule, detect_deception), while many are bare nouns or domain labels (anomalies, intel_brief, gps_jamming, tinygs_packets, weather_sondes).

    Tool Count1/5

    94 tools is an extreme surface for a single MCP server, far beyond the 3-15 well-scoped range. While the platform covers many data domains, the count is so large that agents must navigate a sprawling catalogue rather than a focused tool set.

    Completeness4/5

    The surface covers an unusually broad OSINT/geospatial domain: situation awareness, aircraft/vessel queries, anomalies, history, watch rules, proposals, imagery, disaster feeds, cyber feeds, and many specialist sources. Minor lifecycle gaps exist, such as no update_watch_rule, but core workflows and many optional layers are represented.

    Maintenance

    ActivityNo data
    ResponsivenessOutdated data