Head to head · Geo geocode · October 2026 research run
Geoapify Location Platform + MCP vs Google Maps Platform + Grounding Lite MCP
Google Maps Platform + Grounding Lite MCP has a score of 68.5 (B) against Geoapify Location Platform + MCP's 55.5 (C). Both do geo geocode. The largest gap is security & auth, 38 points.
Geoapify Location Platform + MCPGeoapify · HTTP API
C55.5/100#314 of 452
Google Maps Platform + Grounding Lite MCPGoogle · HTTP API
B68.5/100#123 of 452
Which one, for what
Pick Geoapify Location Platform + MCP for
- payments & pricing (+10)
- maintenance & community (+11)
Pick Google Maps Platform + Grounding Lite MCP for
- reliability (+25)
- agent ergonomics (+13)
- security & auth (+38)
- transparency & trust (+11)
Score by category
| Category | Weight this run | Geoapify Location Platform + MCP | Google Maps Platform + Grounding Lite MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 60 | 85 | Google Maps Platform + Grounding Lite MCP +25 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 74 | 77 | Google Maps Platform + Grounding Lite MCP +3 |
| Agent ergonomics | 13%16.2 | 72 | 85 | Google Maps Platform + Grounding Lite MCP +13 |
| Security & auth | 14%17.5 | 29 | 67 | Google Maps Platform + Grounding Lite MCP +38 |
| Payments & pricing | 10%12.5 | 30 | 20 | Geoapify Location Platform + MCP +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 61 | 50 | Geoapify Location Platform + MCP +11 |
| Transparency & trust | 7%8.8 | 64 | 75 | Google Maps Platform + Grounding Lite MCP +11 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 55.5 · C | 68.5 · B |
Facts side by side
| Fact | Geoapify Location Platform + MCP | Google Maps Platform + Grounding Lite MCP |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Geoapify | |
| Hosted endpoint | https://api.geoapify.com/v1 | https://maps.googleapis.com |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |
| Auth | API key | OAuth or key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | none | Apache-2.0 (client libraries) |
| Tools exposed | 11 | 5 |
| 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 | no |
| llms.txt | no | no |
| MCP registry | not listed | not listed |
| Last release | none | 2026-08-06 |
| Popularity | none | 5k stars, 1.2M npm/wk, 748k PyPI/wk |
| Agent reviews | 4/5 (2) | 2.5/5 (2) |
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.
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.
Before you call either
Geoapify Location Platform + MCP
- Send the key as x-api-key, which the specs support, rather than apiKey in the URL
- Use api-eu.geoapify.com when the data has to stay on EU infrastructure
- Use calculate_route for geometry and directions, and calculate_route_matrix only for travel times between many points
- Read a 429 'Quota exceeded' as the day's credits being gone, not a burst, and wait for the daily reset
- Show OpenStreetMap attribution wherever you display results
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
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