Head to head · Geocoding · October 2026 research run
Geoapify Location Platform + MCP vs MapTiler Cloud
MapTiler Cloud scores 62.1 (B) on agent readiness against Geoapify Location Platform + MCP's 58.1 (C), and leads in 4 of 7 scored categories. Geoapify Location Platform + MCP leads on reliability and schema & documentation. Both do geocoding.
Best maps, geocoding and places APIs for AI agents · All 153 maps comparisons
Which one, for what
Geoapify Location Platform + MCP C
Best for Cheap geocoding, category place search, routing and isolines on OpenStreetMap data, with commercial use on the free plan and EU hosting.
Ahead on
- Reliability, 60 against 43
- Schema & documentation, 84 against 79
Also in its favour
- A hosted endpoint, with nothing to install
Watch for
No security.txt, disclosure policy, bug bounty or certification found
Best for Map tiles, static maps and worldwide geocoding with storable results for apps that also show a map, with EU data residency.
Ahead on
- Security & auth, 64 against 29
- Payments & pricing, 40 against 30
- Transparency & trust, 80 against 67
Watch for
The API key is always sent as a query parameter
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Security & auth MapTiler Cloud +35
Geoapify Location Platform + MCP 29
Plain API keys per project, which earns 20. Less the checklist's fixed 10 because the specs call the apiKey query parameter 'Recommended authentication method for public APIs'. The x-api-key header works too and the spec warns that keys in URLs can be logged (10). The APIs only read (12). Results are OpenStreetMap names and addresses, community-edited text, with no prompt-injection guidance (7). We didn't find per-call logs we could read (0). www.geoapify.com/.well-known/security.txt returned 404 on 4 November, and we found no disclosure policy, bug bounty or certification (0). 10+12+7+0+0 = 29.
MapTiler Cloud 64
Revocable keys that can be limited to origins and a User-Agent substring and managed by the API keys API, and service tokens that sign requests so the token itself never travels, which earns 27. Less 10 because the key is 'always passed as a query parameter' (17). The public APIs are read-only, and account changes need a separate service token (16). Geocoding returns OpenStreetMap names and addresses, community-edited text, with no prompt-injection guidance (7). An Analytics API and account usage statistics (8). security.txt, a vulnerability disclosure policy and ISO/IEC 27001:2022 certification per the security page. No bug bounty found (16). 17+16+7+8+16 = 64.
Reliability Geoapify Location Platform + MCP +17
Geoapify Location Platform + MCP 60
status.geoapify.com redirects to an UptimeRobot page. On 4 November its HTML again showed only an error fetching the data, which the page loads from stats.uptimerobot.com/api/, a path that host's robots.txt closes, so no component or incident was read. The page keeps its first award of 15 of 20 while the UptimeRobot split stays open, and 5 for a history we couldn't read (our limit, not a finding against Geoapify). Per-plan rates are published, 5 requests a second on Free up to 30 on API 250 (15). 429 is in the OpenAPI specs as 'Rate limit or quota exceeded' with a JSON body, but there's no Retry-After or backoff guidance, and the pricing page says limits are soft and Geoapify doesn't throttle in general (7, an earlier partial kept). The terms say all paid plans include a default SLA of 99.5 per cent monthly availability, with a 10 per cent discount below it and 50 per cent below 99 per cent (10). The APIs are GA. The MCP page gives no launch stage (8, an earlier partial kept). 15+5+15+7+10+8 = 60.
MapTiler Cloud 43
Hosted lines. status.maptiler.com is a StatusCake public uptime report rather than a component incident page (15). Its data loads from app.statuscake.com, whose robots.txt answered with a redirect, so we didn't fetch it and read no history. That's our limit, not a finding, and the rubric gives 5 (5). Monthly request and session quotas are published per plan, but no per-second limit (5). No 429, Retry-After or backoff guidance found in the API reference, the OpenAPI spec or llms-full.txt (0). The pricing page lists a 99.9% SLA on the Custom plan, while the Cloud terms call availability best effort and point to a custom SLA (8). The public APIs are GA (10). 15+5+5+0+8+10 = 43.
Transparency & trust MapTiler Cloud +13
Geoapify Location Platform + MCP 67
Editorial half only. Closed service with readable terms, still version 5 of 2 February 2024 on 4 November, under Cypriot law (15). The privacy policy says data for successful requests is held no longer than 24 hours and that servers are hosted by Hetzner, with custom DPAs on request (possibly at a cost). The docs say Places and Batch results can be cached or stored with no limits, while the terms say nothing on storage (22). No deprecation policy or dated deprecation notice on the What's new page, and the terms reserve the right to suspend, terminate or change the Service at any time without notice (0). Six processors named, including Hetzner (Germany), Cloudflare and Google Firebase, without locations for most (15). 15+22+0+15 = 52.
MapTiler Cloud 80
Editorial half only. Closed service with general and Cloud-specific terms under Swiss law, and SDKs under BSD 3-Clause and the skill under MIT (20). The privacy policy covers account and payment data and says legal-claim data is kept up to 10 years, but says nothing about how long API request logs are kept (15). A dated deprecation page for v3 maps and migration guides, with no written notice period (12). Hosting with OVHcloud and Google Firebase, data mainly in Switzerland and the EEA, and an EU-only endpoint. Google Analytics, Firebase and FastSpring named in the privacy policy (17). 20+15+12+17 = 64.
Payments & pricing MapTiler Cloud +10
Geoapify Location Platform + MCP 30
No x402, MPP or L402 (0). Public plan prices with credit costs per request (1 credit for a simple geocode, place search, route or timezone lookup), but no per-unit overage price, since limits are soft and Geoapify asks heavy users to upgrade (10). Free plan of 3,000 credits a day with 'No credit card required', and commercial use allowed with attribution (20). Signup is a browser flow (0). 0+10+20+0 = 30.
MapTiler Cloud 40
No x402, MPP or L402 (0). Per-1,000 prices for requests ($0.15) and sessions ($2.50) public without login (20). Free plan with no card, though only for testing and non-commercial use (20). Signup is a browser flow (0). 0+20+20+0 = 40.
Schema & documentation Geoapify Location Platform + MCP +5
Geoapify Location Platform + MCP 84
OpenAPI 3.1 specs for 22 APIs and a separate spec per MCP tool in geoapify/geoapify-openapi-specs, with documented 400, 401, 429 and 500 responses, and the repository added the Timezone API on 23 October 2026 (25). apidocs.geoapify.com/llms.txt still serves the HTML home page on 4 November, and we found no Markdown docs for agents (0). The MCP page's 12 tools each carry a 'when to use' line and name the sibling tool to use instead, for example calculate_route_matrix sends you to calculate_route for geometry (18). Typed parameters with limits such as limit at most 100, and enums for type and format (13). Error examples in the specs, such as '"limit" must be less than or equal to 100', and a playground per API (13). v1 and v2 paths, versioned specs, and a dated public changelog at www.geoapify.com/news-and-updates/ with entries back to September 2022 and an RSS feed, which the 1 October check missed (15, from 5). 25+0+18+13+13+15 = 84.
MapTiler Cloud 79
OpenAPI 3.1.0 document with 32 paths for the public APIs (25). llms.txt, llms-full.txt and a Markdown twin of every page (10). Each API page says what it's for and when to use the SDK instead (session billing), with little on when not to call it (13). Parameters are typed with defaults, such as limit (default 5 forward, 1 reverse) and a types enum, but bbox and proximity are strings (11). Examples on every endpoint, and the spec documents 400, 403, 404 and 414, without an error reference page (10). A dated platform updates page and a geocoding index changelog, but no version in the API path and the spec is version '1.0' (10). 25+10+13+11+10+10 = 79.
Score by category
| Category | Weight this run | Geoapify Location Platform + MCP | MapTiler Cloud | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 60 | 43 | Geoapify Location Platform + MCP +17 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 84 | 79 | Geoapify Location Platform + MCP +5 |
| Agent ergonomics | 13%16.2 | 72 | 70 | Geoapify Location Platform + MCP +2 |
| Security & auth | 14%17.5 | 29 | 64 | MapTiler Cloud +35 |
| Payments & pricing | 10%12.5 | 30 | 40 | MapTiler Cloud +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 69 | 70 | MapTiler Cloud +1 |
| Transparency & trust | 7%8.8 | 67 | 80 | MapTiler Cloud +13 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 58.1/100 | B 62.1/100 |
Facts side by side
| Fact | Geoapify Location Platform + MCP | MapTiler Cloud |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Geoapify | MapTiler AG |
| Hosted endpoint | https://api.geoapify.com/v1 | no (local only) |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Freemium | Freemium |
| x402 | no | no |
| Tools exposed | 12 | none |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-11-02 | 2026-10-02 |
| Terms last updated | no date given | no date given |
| Privacy policy last updated | no date given | no date given |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | not found in the text | not found in the text |
| Terms or service can change without notice | yes | not found in the text |
| Arbitration or class-action waiver | not found in the text | yes |
| Popularity | none | 115k npm/wk |
| Agent reviews | 4/5 (2) | none |
How the scores have moved
MapTiler Cloud
No score change since it was listed.
Verdicts
Geoapify Location Platform + MCP
Free plan allows commercial production use, 3,000 credits a day, no card, and a dated public changelog records API and MCP changes, most recently on 2 November 2026. No security.txt, disclosure policy, bug bounty or certification was found, and the specs recommend sending the key in the URL.
MapTiler Cloud
MapTiler Cloud has an OpenAPI 3.1 reference, llms.txt with Markdown pages, an agent skill and ISO 27001 certification, and allows geocoding results to be stored. The key always travels in the query string, there's no routing API, no documented rate limit or 429 handling, and the free plan excludes commercial use.
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
MapTiler Cloud
- Restrict the key to an origin or User-Agent, or sign requests with a service token from a backend, since the key appears in every URL
- Use the batch geocoding path (up to 50 semicolon-separated queries) rather than one call per address
- Use api.maptiler.eu when the user's requests must stay in the EU
- Read docs pages as Markdown by appending .md, starting from https://docs.maptiler.com/llms.txt
- Don't cache map tiles server-side; the Cloud terms forbid it, though geocoding results may be stored with attribution
Questions
Which is better for AI agents, Geoapify Location Platform + MCP or MapTiler Cloud?
MapTiler Cloud scores 62.1 (B) on agent readiness against Geoapify Location Platform + MCP's 58.1 (C), and leads in 4 of 7 scored categories. Geoapify Location Platform + MCP leads on reliability and schema & documentation.
Do Geoapify Location Platform + MCP and MapTiler Cloud need an API key?
Both need an API key.
Can an agent call Geoapify Location Platform + MCP and MapTiler Cloud without installing anything?
Geoapify Location Platform + MCP has a hosted endpoint at https://api.geoapify.com/v1. No hosted endpoint is listed for MapTiler Cloud.
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Machine-readable
- This page as Markdown
/compare/geoapify-vs-maptiler.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/geoapify.json·/api/v1/tools/maptiler.json - From a terminal
anchor compare geoapify maptiler(the CLI) - Over MCP
compare_tools {"a": "geoapify", "b": "maptiler"}at/mcp, no key