Trust Directory / report
LatLong Maps PASS
Turn CSV or Excel data into styled choropleth and categorical maps of India from plain language.
| Registry name | ai.latlong/map-mcp (v1.0) |
|---|---|
| Endpoint | https://geocp.latlong.ai/mcp/ |
| Reported server | latlong-maps 1.0.0 |
| Protocol version | 2025-03-26 |
| Tools exposed | 5 |
| Checked at | 2026-10-11T03:26:11.156Z |
Findings
- WARN
PROPERTY_DESCRIPTION_MISSING— tools[0].file_key has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[0].address_column has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[0].address_columns has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[0].compose_columns has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[0].sheet has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[0].job_id has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[0].force_new has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].question has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].data has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].file_key has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].sheet has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].geo_column has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].value_column has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].table has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].enrich_with has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].detected_geo has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].render_params has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].output_format has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].style has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].geo_level has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].map_type has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[2].state_hint has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[3].file_key has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[3].latitude_column has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[3].longitude_column has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[3].latlong_column has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[3].coordinate_pairs has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[3].sheet has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[3].accept_low_precision has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[3].job_id has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[3].force_new has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[4].file_name has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[4].file_size has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[4].question has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[4].sheet has no description - WARN
PROPERTY_DESCRIPTION_MISSING— tools[4].file_key has no description
Reproduce this report
npx @eidonze/mcpdoctor schema https://geocp.latlong.ai/mcp/
Embed status: <img src="https://xka0085-byte.github.io/mcp-doctor/trust/badge/ai.latlong-map-mcp.svg"> · Machine-readable: /api/ai.latlong-map-mcp.json
Generated by mcpdoctor — read-only MCP initialize + tools/list. No tools were called, no payments attempted. Static schema checks do not predict model tool selection or prove behavior across all clients. Scanned: 2026-10-11.