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Head to head · Geocoding · October 2026 research run

Geoapify Location Platform + MCP vs Radar

Geoapify Location Platform + MCP scores 55.3 (C) on agent readiness against Radar's 53.3 (D), and leads in 4 of 7 scored categories. Radar leads on reliability, security & auth and maintenance & community. 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 RadarRadar Labs · HTTP API D53.3/100#713 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

  • Schema & documentation, 74 against 50
  • Agent ergonomics, 72 against 65
  • Payments & pricing, 30 against 10
  • Transparency & trust, 62 against 55

Also in its favour

  • Free to start without a card

Watch for

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

Radar D

Good for A company that already has a Radar contract, or wants geofencing and trip tracking with geocoding and routing on one key.

Ahead on

  • Reliability, 70 against 60
  • Security & auth, 56 against 29
  • Maintenance & community, 77 against 61

Watch for

The pricing page says Radar has no free tier and every plan is an annual commitment set by quote

Score by category

CategoryWeight this runGeoapify Location Platform + MCPRadarEdge
Reliability16%206070Radar +10
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27450Geoapify Location Platform + MCP +24
Agent ergonomics13%16.27265Geoapify Location Platform + MCP +7
Security & auth14%17.52956Radar +27
Payments & pricing10%12.53010Geoapify Location Platform + MCP +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86177Radar +16
Transparency & trust7%8.86255Geoapify Location Platform + MCP +7
Negative events≤150-2
Total55.3 · C53.3 · D

Facts side by side

FactGeoapify Location Platform + MCPRadar
KindHTTP APIHTTP API
VendorGeoapifyRadar Labs
Hosted endpointhttps://api.geoapify.com/v1https://api.radar.io/v1
TransportsHTTP, Streamable HTTPHTTP
AuthAPI keyAPI key
PricingFreemiumPaid
x402nono
LicencenoneProprietary service under Radar's Terms of Use. The web SDK in radarlabs/radar-sdk-js is Apache-2.0
Tools exposed11none
Read-only variant documentednono
llms.txtnoyes
Last releasenone2026-09-14
Terms last updatedno date given2023-05-24
Privacy policy last updatedno date given2025-05-13
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 noticeyesyes
Arbitration or class-action waivernot found in the textyes
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.

Radar

Radar documents 36 REST operations in Markdown with a rate limit on each, and its status feed shows two short API incidents in 90 days. Access is sales-led. The pricing page says there is no free tier, every plan is an annual commitment, and no OpenAPI description or API changelog was found.

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

Radar

  1. Send the key in the Authorization header with no Bearer prefix, and call https://api.radar.io/v1, not radar.com
  2. Use a publishable key for geocoding, search and routing. Keep the secret key for users, trips, geofences and beacons
  3. Call /v1/search/autocomplete for partial addresses and place names. /v1/geocode/forward is documented as best for complete addresses
  4. Set units=metric on routing calls. The default is imperial, with distances in feet
  5. Treat 429 as one of three things (rate limit, no state change or selective throttling) and 402 as usage exceeded. No Retry-After header is documented
  6. Do not keep geocoding, autocomplete or place results for more than 30 days

Questions

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

Geoapify Location Platform + MCP scores 55.3 (C) on agent readiness against Radar's 53.3 (D), and leads in 4 of 7 scored categories. Radar leads on reliability, security & auth and maintenance & community.

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

Both need an API key.

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

Yes. Geoapify Location Platform + MCP has a hosted endpoint at https://api.geoapify.com/v1 and Radar at https://api.radar.io/v1.

Other comparisons with Geoapify Location Platform + MCP or Radar

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