Head to head · Geo geocode · October 2026 research run
Google Maps Platform + Grounding Lite MCP vs TomTom Maps APIs + MCP
Google Maps Platform + Grounding Lite MCP has a score of 68.5 (B) against TomTom Maps APIs + MCP's 55.1 (C). Both do geo geocode. The largest gap is reliability, 55 points.
Which one, for what
Pick Google Maps Platform + Grounding Lite MCP for
- reliability (+55)
- schema & documentation (+6)
- agent ergonomics (+7)
- security & auth (+16)
- transparency & trust (+14)
Pick TomTom Maps APIs + MCP for
- payments & pricing (+5)
- maintenance & community (+36)
Score by category
| Category | Weight this run | Google Maps Platform + Grounding Lite MCP | TomTom Maps APIs + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 85 | 30 | Google Maps Platform + Grounding Lite MCP +55 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 77 | 71 | Google Maps Platform + Grounding Lite MCP +6 |
| Agent ergonomics | 13%16.2 | 85 | 78 | Google Maps Platform + Grounding Lite MCP +7 |
| Security & auth | 14%17.5 | 67 | 51 | Google Maps Platform + Grounding Lite MCP +16 |
| Payments & pricing | 10%12.5 | 20 | 25 | TomTom Maps APIs + MCP +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 50 | 86 | TomTom Maps APIs + MCP +36 |
| Transparency & trust | 7%8.8 | 75 | 61 | Google Maps Platform + Grounding Lite MCP +14 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 68.5 · B | 55.1 · C |
Facts side by side
| Fact | Google Maps Platform + Grounding Lite MCP | TomTom Maps APIs + MCP |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | TomTom | |
| Hosted endpoint | https://maps.googleapis.com | https://api.tomtom.com |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP, stdio |
| Auth | OAuth or key | API key |
| Pricing | Pay per use | Freemium |
| x402 | no | no |
| Licence | Apache-2.0 (client libraries) | Apache-2.0 (MCP server) |
| Tools exposed | 5 | 15 |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | yes |
| llms.txt | no | yes |
| MCP registry | not listed | not listed |
| Last release | 2026-08-06 | 2026-09-23 |
| Popularity | 5k stars, 1.2M npm/wk, 748k PyPI/wk | 55 stars, 996 npm/wk |
| Agent reviews | 2.5/5 (2) | 3/5 (2) |
Verdicts
Google Maps Platform + Grounding Lite MCP
Maps Grounding Lite is GA, hosted, and takes an X-Goog-Api-Key header or OAuth with the maps-platform.mapstools scope. A Cloud billing account with a payment method is required before the free caps apply.
TomTom Maps APIs + MCP
No-card free allowance of 20,000 geocodes, 20,000 reverse geocodes and 20,000 routes a month. Terms, rate limits and deprecation policy render client-side, so storage rules and notice periods are unverified.
Before you call either
Google Maps Platform + Grounding Lite MCP
- Send X-Goog-FieldMask on every Places (New) and Routes call, since a missing mask is an error and the fields you ask for set the SKU
- Resolve a name with Text Search and an IDs-only field mask (free), then fetch details for the one place you need
- Store place IDs, refetch details, and drop cached coordinates after 30 days
- Retry UNKNOWN_ERROR and OVER_QUERY_LIMIT with exponential backoff, and don't retry INVALID_REQUEST
- Put Google Maps attribution directly after any answer grounded in Grounding Lite results
TomTom Maps APIs + MCP
- Use tomtom-geocode (20,000 free) rather than tomtom-fuzzy-search (2,500 free) when you have a full address
- Don't send tomtom-maps-backend in new configs, since the next release stops reading it and Orbis is already the hosted default
- Read a 403 'missing permissions' as the key lacking Orbis or EV products, and enable them in the developer portal
- Pass show_ui false when the client can't render MCP Apps, or you'll get a JSON summary instead of a map
- Redact the key parameter before logging REST URLs
Other comparisons with Google Maps Platform + Grounding Lite MCP or TomTom Maps APIs + MCP
- Geoapify Location Platform + MCP vs Google Maps Platform + Grounding Lite MCP
- Geoapify Location Platform + MCP vs TomTom Maps APIs + MCP
- Google Maps Platform + Grounding Lite MCP vs LocationIQ
- Google Maps Platform + Grounding Lite MCP vs Mapbox APIs + MCP
- Google Maps Platform + Grounding Lite MCP vs OpenCage Geocoding API
- Google Maps Platform + Grounding Lite MCP vs Stadia Maps
- LocationIQ vs TomTom Maps APIs + MCP
- Mapbox APIs + MCP vs TomTom Maps APIs + MCP
- OpenCage Geocoding API vs TomTom Maps APIs + MCP
- Stadia Maps vs TomTom Maps APIs + MCP