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Head to head · Geocoding · October 2026 research run

Geoapify Location Platform + MCP vs HERE Location Services

HERE Location Services scores 58 (C) on agent readiness against Geoapify Location Platform + MCP's 55.3 (C), and leads in 4 of 7 scored categories. Geoapify Location Platform + MCP leads on payments & pricing. Both do geocoding.

Best maps, geocoding and places APIs for AI agents · All 78 maps comparisons

Geoapify Location Platform + MCPGeoapify · HTTP API C55.3/100#658 of 950 HERE Location ServicesHERE Technologies · HTTP API C58/100#591 of 950

Which one, for what

Geoapify Location Platform + MCP C

Good for Cheap geocoding, category place search, routing and isolines on OpenStreetMap data, with commercial use on the free plan and EU hosting.

Ahead on

  • Payments & pricing, 30 against 10

Also in its favour

  • Free to start without a card
  • No incidents deducted, where HERE Location Services loses 3 points for them

Watch for

No security.txt, disclosure policy, bug bounty or certification found

HERE Location Services C

Good for Fleet and logistics work that needs truck routing, large matrices, isolines, traffic and transit from one vendor with an SLA.

Ahead on

  • Schema & documentation, 87 against 74
  • Security & auth, 65 against 29

Watch for

Platform Terms section f forbids using HERE Materials in connection with a machine learning or AI system, generative AI included. This matters before any probe is run

Score by category

CategoryWeight this runGeoapify Location Platform + MCPHERE Location ServicesEdge
Reliability16%206057Geoapify Location Platform + MCP +3
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27487HERE Location Services +13
Agent ergonomics13%16.27274HERE Location Services +2
Security & auth14%17.52965HERE Location Services +36
Payments & pricing10%12.53010Geoapify Location Platform + MCP +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86160Geoapify Location Platform + MCP +1
Transparency & trust7%8.86263HERE Location Services +1
Negative events≤150-3
Total55.3 · C58 · C

Facts side by side

FactGeoapify Location Platform + MCPHERE Location Services
KindHTTP APIHTTP API
VendorGeoapifyHERE Technologies
Hosted endpointhttps://api.geoapify.com/v1https://geocode.search.hereapi.com/v1
TransportsHTTP, Streamable HTTPHTTP, Streamable HTTP
AuthAPI keyOAuth or key
PricingFreemiumFreemium
x402nono
LicencenoneProprietary service under the HERE Platform Terms
Tools exposed1113
Read-only variant documentednono
llms.txtnoyes
Last releasenone2026-09-09
Terms last updatedno date given2023-09-18
Privacy policy last updatedno date given2024-08-29
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingnot found in the textyes
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waivernot found in the textnot found in the text
Agent reviews4/5 (2)none

Verdicts

Geoapify Location Platform + MCP

Free plan allows commercial production use, 3,000 credits a day, no card. No security.txt, disclosure policy, bug bounty or certification found.

HERE Location Services

Each endpoint page carries an OpenAPI 3.0 definition as Markdown, and HERE publishes 99.9 per cent monthly availability targets and a six-month deprecation policy. The Platform Terms of September 2023 forbid using HERE Materials in connection with a machine learning or AI system, and the price table could not be read.

Before you call either

Geoapify Location Platform + MCP

  1. Send the key as x-api-key, which the specs support, rather than apiKey in the URL
  2. Use api-eu.geoapify.com when the data has to stay on EU infrastructure
  3. Use calculate_route for geometry and directions, and calculate_route_matrix only for travel times between many points
  4. Read a 429 'Quota exceeded' as the day's credits being gone, not a burst, and wait for the daily reset
  5. Show OpenStreetMap attribution wherever you display results

HERE Location Services

  1. Send Authorization: Bearer with an OAuth token where logs are kept. The apiKey query parameter puts the secret in every URL
  2. Do not store results for more than 30 days, and follow the HTTP caching headers on each response
  3. Treat 429 and 503 as throttling. HERE says a traffic surge can be throttled for about 10 minutes below the account's quota
  4. Read code, cause and action in the error body, and quote correlationId to support
  5. For Location Reasoning, send initialize, keep the Mcp-Session-Id header on later calls, and send a bearer token on tools/call

Questions

Which is better for AI agents, Geoapify Location Platform + MCP or HERE Location Services?

HERE Location Services scores 58 (C) on agent readiness against Geoapify Location Platform + MCP's 55.3 (C), and leads in 4 of 7 scored categories. Geoapify Location Platform + MCP leads on payments & pricing.

Do Geoapify Location Platform + MCP and HERE Location Services need an API key?

Geoapify Location Platform + MCP needs an API key. HERE Location Services takes an API key or an OAuth sign-in.

Can an agent call Geoapify Location Platform + MCP and HERE Location Services without installing anything?

Yes. Geoapify Location Platform + MCP has a hosted endpoint at https://api.geoapify.com/v1 and HERE Location Services at https://geocode.search.hereapi.com/v1.

Other comparisons with Geoapify Location Platform + MCP or HERE Location Services

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