cityflo-otp
Related Servers
Alternatives to cityflo-otp
No user-submitted related servers found.
Related Servers
- FlicenseAqualityCmaintenanceProvides on-time performance analysis for Mumbai North bus routes via tools for route summaries, late trip drill-down, and data quality reports. It quarantines invalid data and surfaces policy questions instead of hidden normalizations.3-
- FlicenseNot gradedqualityCmaintenanceAnswers whether a route ran late and by how much, with drill-down into individual trip delays and an audit trail of data-quality exclusions and duplicate resolutions.-
- FlicenseNot gradedqualityCmaintenanceA dependency-free MCP server for Mumbai North operations that computes route lateness metrics, exposes underlying late trips, and reports data quality issues to answer whether a route was late and by how much.-
- FlicenseNot gradedqualityCmaintenanceAnswers operational questions about route on-time performance, such as lateness rates and trip evidence, using structured tools for route summary, trip lateness, and data quality.-
- FlicenseNot gradedqualityCmaintenanceCompute and analyze bus route lateness using trip data, with drill-down and cross-referencing against rider complaints and operational logs.-
- FlicenseNot gradedqualityCmaintenanceScrapes and serves India's national vehicle registration database (VAHAN Dashboard), providing detailed insights into registrations, manufacturers, fuel types, and RTO-level metrics.-
TDQS
Scored across 3 tools
Each tool addresses a distinct level of analysis: ranking across routes, per-route summary metrics, and raw trip evidence. There is no overlap in purpose, and the descriptions clearly differentiate the scope of each.
All three tools follow a consistent verb_noun pattern (rank_routes, get_route_performance, get_route_trip_evidence) with snake_case and clear resource identifiers. The naming is predictable and unambiguous.
Three tools is on the lower end but appropriate for a focused read-only domain (route lateness analysis). The count is slightly thin, but each tool covers a needed layer of detail without redundancy.
The toolset provides ranking, per-route summary, and evidence-level data, forming a complete analysis workflow. A minor gap is the lack of a simple route listing without rankings, but the ranking tool effectively fills that role.