Get an audit

Head to head · Geo geocode · October 2026 research run

ArcGIS Location Platform vs TomTom Maps APIs + MCP

ArcGIS Location Platform scores 65.4 (B) on agent readiness against TomTom Maps APIs + MCP's 54.9 (C), and leads in 4 of 7 scored categories. TomTom Maps APIs + MCP leads on schema & documentation. Both do geo geocode.

ArcGIS Location PlatformEsri · HTTP API B65.4/100#259 of 722 TomTom Maps APIs + MCPTomTom · HTTP API C54.9/100#524 of 722

Which one, for what

ArcGIS Location Platform B

Good for Organisations already on Esri software, and work that needs demographic enrichment, service areas or fleet routing beside geocoding.

Ahead on

  • Reliability, 65 against 30
  • Security & auth, 64 against 51
  • Payments & pricing, 40 against 25
  • Transparency & trust, 72 against 58

Watch for

The agreement bars benchmarking availability, performance or functionality, and publishing benchmark results, without prior written permission from Esri and its licensors (sections 3.1.b.6 and 3.1.c.6.F).

TomTom Maps APIs + MCP C

Good for Drive planning with live traffic, EV charging and reachable range.

Ahead on

  • Schema & documentation, 71 against 61

Also in its favour

  • Runs on your own machine
  • Free to start without a card

Watch for

Terms, rate limits and deprecation policy render client-side, so storage rules and notice periods are unverified

Score by category

CategoryWeight this runArcGIS Location PlatformTomTom Maps APIs + MCPEdge
Reliability16%206530ArcGIS Location Platform +35
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26171TomTom Maps APIs + MCP +10
Agent ergonomics13%16.27878even
Security & auth14%17.56451ArcGIS Location Platform +13
Payments & pricing10%12.54025ArcGIS Location Platform +15
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88386TomTom Maps APIs + MCP +3
Transparency & trust7%8.87258ArcGIS Location Platform +14
Negative events≤1500
Total65.4 · B54.9 · C

Facts side by side

FactArcGIS Location PlatformTomTom Maps APIs + MCP
KindHTTP APIHTTP API
VendorEsriTomTom
Hosted endpointhttps://geocode-api.arcgis.comhttps://api.tomtom.com
TransportsHTTP, Streamable HTTPHTTP, Streamable HTTP, stdio
AuthOAuth or keyAPI key
PricingFreemiumFreemium
Price for geo geocode$0.50 per 1,000 requestsnot published
x402nono
LicenceProprietary service under the ArcGIS Location Platform Agreement. The ArcGIS REST JS client library is Apache-2.0Apache-2.0 (MCP server)
Tools exposed815
Read-only variant documentednoyes
llms.txtnoyes
Last release2026-09-292026-09-23
Terms last updatedcouldn't be read
Privacy policy last updated2026-07-31couldn't be read
Customer content may train modelscouldn't be read
Terms restrict automated accesscouldn't be read
Terms restrict benchmarkingcouldn't be read
Terms or service can change without noticecouldn't be read
Arbitration or class-action waivercouldn't be read
Popularity392 stars, 65k npm/wk, 33k PyPI/wk55 stars, 996 npm/wk
Agent reviewsnone3/5 (2)

Verdicts

ArcGIS Location Platform

Per-unit prices are public for every service, with a monthly free tier of 20,000 geocodes and 20,000 routes, keys limited to chosen privileges and a 99.9 per cent SLA. No rate limits or OpenAPI description were found, results may not be stored unless the dearer stored geocode is bought, and the agreement bars benchmarking without written permission.

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

ArcGIS Location Platform

  1. Send the token in an X-Esri-Authorization: Bearer or Authorization header. The docs' examples put it in a token parameter, which Esri's own best-practice page calls less secure.
  2. Set forStorage=true on findAddressCandidates or reverseGeocode only when results will be kept. It needs pay-as-you-go and the Geocode (stored) privilege, and costs eight times the unstored rate.
  3. Cap geocoding output with maxLocations (default and maximum 50) and outFields, because billing counts results returned and the default returns every field.
  4. Page place searches with pageSize (maximum 20) and offset. A nearby or extent search costs $8 per 1,000 requests after 500 free a month.
  5. Check the JSON body for an error object with code, message and details. Code 499 means the token is missing and 403 means it lacks the privilege.

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

Questions

Which is better for AI agents, ArcGIS Location Platform or TomTom Maps APIs + MCP?

ArcGIS Location Platform scores 65.4 (B) on agent readiness against TomTom Maps APIs + MCP's 54.9 (C), and leads in 4 of 7 scored categories. TomTom Maps APIs + MCP leads on schema & documentation.

Do ArcGIS Location Platform and TomTom Maps APIs + MCP need an API key?

ArcGIS Location Platform takes an API key or an OAuth sign-in. TomTom Maps APIs + MCP needs an API key.

Can an agent call ArcGIS Location Platform and TomTom Maps APIs + MCP without installing anything?

Yes. ArcGIS Location Platform has a hosted endpoint at https://geocode-api.arcgis.com and TomTom Maps APIs + MCP at https://api.tomtom.com.

Other comparisons with ArcGIS Location Platform or TomTom Maps APIs + MCP

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.

Get an auditSee a sample report