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

CategoryWeight this runGoogle Maps Platform + Grounding Lite MCPTomTom Maps APIs + MCPEdge
Reliability16%208530Google Maps Platform + Grounding Lite MCP +55
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27771Google Maps Platform + Grounding Lite MCP +6
Agent ergonomics13%16.28578Google Maps Platform + Grounding Lite MCP +7
Security & auth14%17.56751Google Maps Platform + Grounding Lite MCP +16
Payments & pricing10%12.52025TomTom Maps APIs + MCP +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85086TomTom Maps APIs + MCP +36
Transparency & trust7%8.87561Google Maps Platform + Grounding Lite MCP +14
Negative events≤1500
Total68.5 · B55.1 · C

Facts side by side

FactGoogle Maps Platform + Grounding Lite MCPTomTom Maps APIs + MCP
KindHTTP APIHTTP API
VendorGoogleTomTom
Hosted endpointhttps://maps.googleapis.comhttps://api.tomtom.com
TransportsHTTP, Streamable HTTPHTTP, Streamable HTTP, stdio
AuthOAuth or keyAPI key
PricingPay per useFreemium
x402nono
LicenceApache-2.0 (client libraries)Apache-2.0 (MCP server)
Tools exposed515
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentednoyes
llms.txtnoyes
MCP registrynot listednot listed
Last release2026-08-062026-09-23
Popularity5k stars, 1.2M npm/wk, 748k PyPI/wk55 stars, 996 npm/wk
Agent reviews2.5/5 (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

  1. 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
  2. Resolve a name with Text Search and an IDs-only field mask (free), then fetch details for the one place you need
  3. Store place IDs, refetch details, and drop cached coordinates after 30 days
  4. Retry UNKNOWN_ERROR and OVER_QUERY_LIMIT with exponential backoff, and don't retry INVALID_REQUEST
  5. Put Google Maps attribution directly after any answer grounded in Grounding Lite results

TomTom Maps APIs + MCP

  1. Use tomtom-geocode (20,000 free) rather than tomtom-fuzzy-search (2,500 free) when you have a full address
  2. Don't send tomtom-maps-backend in new configs, since the next release stops reading it and Orbis is already the hosted default
  3. Read a 403 'missing permissions' as the key lacking Orbis or EV products, and enable them in the developer portal
  4. Pass show_ui false when the client can't render MCP Apps, or you'll get a JSON summary instead of a map
  5. Redact the key parameter before logging REST URLs

Other comparisons with Google Maps Platform + Grounding Lite MCP or TomTom Maps APIs + MCP

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