{"schemaVersion":"1.0","category":{"id":"maps-geo","label":"Maps and geocoding","jobToBeDone":"turn an address into coordinates and draw it on a map","page":"https://letagentsin.com/c/maps-geo"},"generatedAt":"2026-10-03T03:47:21.918Z","formulaVersion":"9.57","measured":6,"inCategory":6,"interpretation":"This is not a product recommendation. clear means no barrier we test stopped an unattended agent; blocked names where it stopped; unknown was not measurable from our vantage.","providers":{"clear":[],"blocked":[{"domain":"mapbox.com","stopsAt":"the signup form is not in the served HTML","barriers":["the signup form is not in the served HTML","no documented way to get a credential"],"measuredAt":"2026-08-24","evidence":"https://letagentsin.com/r/mapbox-com-20260824145722-f3f70150db5bcf78","unknown":true},{"domain":"maptiler.com","stopsAt":"no door built for a machine","barriers":["no door built for a machine","the signup form is not in the served 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Crawl-delay applies to the agents we check"},{"id":"agent_entry_point","verdict":"fail","points":0,"max":2,"detail":"None of the 23 agent entry paths we asked on your site and your documentation host returns a file rather than your page shell"},{"id":"oauth_dcr","verdict":"fail","points":0,"max":1,"detail":"OAuth metadata published at https://account.here.com/.well-known/openid-configuration, but no registration_endpoint in it"},{"id":"mcp_present","verdict":"pass","points":1,"max":1,"detail":"Live MCP endpoint at https://docs.here.com/mcp, answers JSON"},{"id":"signup_no_captcha","verdict":"unmeasured","points":0,"max":1,"detail":"Unmeasurable: the signup form at https://platform.here.com/portal/sign-up?step=verify-identity is not in the server HTML, so its gates are not either"},{"id":"signup_reachable","verdict":"fail","points":0,"max":1,"detail":"https://platform.here.com/portal/sign-up?step=verify-identity is reachable, but its form needs JavaScript"},{"id":"programmatic_provisioning","verdict":"fail","points":0,"max":2,"detail":"None of the 7 provisioning phrases appears in the 4 documentation pages and 2 machine-readable files we read, including https://docs.here.com/here-kb/docs/matrix-v8-postman-curl-examples-apikey-authentication and https://docs.here.com/data-sdk/docs/pysdk-credentials"},{"id":"self_serve","verdict":"fail","points":0,"max":1,"detail":"https://here.com/pricing carries a \"start for free\" style link and nothing else about a free tier, so what we found is a button rather than a stated price"},{"id":"typed_package","verdict":"unmeasured","points":0,"max":1,"detail":"Unmeasurable: we could not identify the package a developer installs to use you, from your site, your docs or a registry search"},{"id":"machine_readable_api","verdict":"pass","points":1,"max":1,"detail":"Docs serve markdown to machines, at https://docs.here.com/here-kb/docs/matrix-v8-postman-curl-examples-apikey-authentication"}]},{"domain":"locationiq.com","category":"Maps and geocoding","total":7,"measurable":11,"max":18,"share":0.6364,"scannedAt":"2026-08-24T15:13:30.696Z","rateLimited":false,"refusesAgentsAtSignup":false,"measuredOn":null,"alsoNames":[],"unattendedGrant":null,"npmSource":null,"scorecardUrl":"https://letagentsin.com/r/locationiq-com-20260824151330-199c1e1cafa76db3","vendorUrl":"https://letagentsin.com/v/locationiq.com","checks":[{"id":"answers_plain_request","verdict":"pass","points":1,"max":1,"detail":"Answered 200 to LetAgentsIn/1.0 (+https://letagentsin.com/bot)"},{"id":"price_in_snippet","verdict":"pass","points":1,"max":1,"detail":"Your description tag carries free entry: “Start for free and join 100,000+ developers on the world's most affordable Geocoding”"},{"id":"llms_txt","verdict":"pass","points":1,"max":1,"detail":"llms.txt present at https://docs.locationiq.com/llms.txt, and the 12 links we sampled across the file all answer"},{"id":"docs_without_js","verdict":"unmeasured","points":0,"max":1,"detail":"Unmeasurable: no documentation page could be found to read"},{"id":"user_agents_allowed","verdict":"pass","points":1,"max":1,"detail":"No on-demand agent is blocked"},{"id":"robots_paths_resolve","verdict":"notApplicable","points":0,"max":1,"detail":"robots.txt names no concrete path, only patterns or nothing, so there is no claim to check"},{"id":"no_crawl_delay","verdict":"pass","points":1,"max":1,"detail":"No Crawl-delay applies to the agents we check"},{"id":"agent_entry_point","verdict":"unmeasured","points":0,"max":2,"detail":"Unmeasurable: 4 of the 10 agent entry paths we asked on your site answered with a refusal rather than a file or a 404, so what you publish there is not something we measured"},{"id":"oauth_dcr","verdict":"fail","points":0,"max":1,"detail":"No OAuth metadata on any of the 14 hosts probed: https://locationiq.com, https://my.locationiq.com, https://auth.locationiq.com, https://login.locationiq.com, and 10 more"},{"id":"mcp_present","verdict":"fail","points":0,"max":1,"detail":"No MCP surface: nothing spoke MCP at mcp.locationiq.com, mcp.locationiq.com/mcp, mcp.locationiq.com/v1/mcp, api.locationiq.com/mcp, api.locationiq.com/v1/mcp, /mcp or /api/mcp, and any address you publish in the MCP registry, and no file mentions MCP"},{"id":"signup_no_captcha","verdict":"fail","points":0,"max":1,"detail":"recaptcha appears in the server HTML of https://my.locationiq.com/register"},{"id":"signup_reachable","verdict":"pass","points":1,"max":1,"detail":"Form renders in server HTML at https://my.locationiq.com/register"},{"id":"programmatic_provisioning","verdict":"unmeasured","points":0,"max":2,"detail":"Unmeasurable: we could not read a single documentation page, so there was nothing to look in"},{"id":"self_serve","verdict":"pass","points":1,"max":1,"detail":"Free tier or no-card signals at https://locationiq.com/pricing: \"free tier\", \"free plan\", \"free account\""},{"id":"typed_package","verdict":"unmeasured","points":0,"max":1,"detail":"Unmeasurable: we could not identify the package a developer installs to use you, from your site, your docs or a registry search"},{"id":"machine_readable_api","verdict":"fail","points":0,"max":1,"detail":"No OpenAPI spec at the 5 usual paths, none declared by https://locationiq.com, and no markdown negotiation"}]},{"domain":"mapbox.com","category":"Maps and geocoding","total":11,"measurable":16,"max":18,"share":0.6875,"scannedAt":"2026-08-24T14:57:22.495Z","rateLimited":false,"refusesAgentsAtSignup":false,"measuredOn":null,"alsoNames":[],"unattendedGrant":false,"npmSource":"registry-search","scorecardUrl":"https://letagentsin.com/r/mapbox-com-20260824145722-f3f70150db5bcf78","vendorUrl":"https://letagentsin.com/v/mapbox.com","checks":[{"id":"answers_plain_request","verdict":"pass","points":1,"max":1,"detail":"Answered 200 to LetAgentsIn/1.0 (+https://letagentsin.com/bot)"},{"id":"price_in_snippet","verdict":"pass","points":1,"max":1,"detail":"Your description tag carries free entry: “Use our pricing calculators to preview free tiers and usage-based pricing for each Mapbox product.”"},{"id":"llms_txt","verdict":"pass","points":1,"max":1,"detail":"llms.txt present at https://docs.mapbox.com/llms.txt, and the 12 links we sampled across the file all answer"},{"id":"docs_without_js","verdict":"pass","points":1,"max":1,"detail":"16,854 characters of text without JS, on https://docs.mapbox.com/accounts/guides/tokens/ rather than on https://docs.mapbox.com/"},{"id":"user_agents_allowed","verdict":"pass","points":1,"max":1,"detail":"No on-demand agent is blocked"},{"id":"robots_paths_resolve","verdict":"notApplicable","points":0,"max":1,"detail":"robots.txt names no concrete path, only patterns or nothing, so there is no claim to check"},{"id":"no_crawl_delay","verdict":"pass","points":1,"max":1,"detail":"No Crawl-delay applies to the agents we check"},{"id":"agent_entry_point","verdict":"fail","points":0,"max":2,"detail":"None of the 23 agent entry paths we asked on your site and your documentation host returns a file rather than your page shell, and your documentation host refused 5 of them"},{"id":"oauth_dcr","verdict":"pass","points":1,"max":1,"detail":"registration_endpoint published, but none of the 2 advertised grants (authorization_code, refresh_token) finishes without a person at a browser"},{"id":"mcp_present","verdict":"pass","points":1,"max":1,"detail":"Live MCP endpoint at https://mcp.mapbox.com/mcp, answered 401 with an auth challenge"},{"id":"signup_no_captcha","verdict":"unmeasured","points":0,"max":1,"detail":"Unmeasurable: the signup form at https://account.mapbox.com/auth/signup is not in the server HTML, so its gates are not either"},{"id":"signup_reachable","verdict":"fail","points":0,"max":1,"detail":"https://account.mapbox.com/auth/signup is reachable, but its form needs JavaScript"},{"id":"programmatic_provisioning","verdict":"fail","points":0,"max":2,"detail":"None of the 7 provisioning phrases appears in the 4 documentation pages and 1 machine-readable file we read, including https://docs.mapbox.com/accounts/faq/does-mapbox-support-two-factor-authentication/"},{"id":"self_serve","verdict":"pass","points":1,"max":1,"detail":"Free tier or no-card signals at https://www.mapbox.com/pricing: \"free tier\""},{"id":"typed_package","verdict":"pass","points":1,"max":1,"detail":"mapbox-gl@3.29.0 ships types, matched from the registry by who publishes it rather than by a link on your site"},{"id":"machine_readable_api","verdict":"pass","points":1,"max":1,"detail":"Docs serve markdown to machines, at https://docs.mapbox.com/accounts/guides/tokens/"}]},{"domain":"maptiler.com","category":"Maps and geocoding","total":10,"measurable":16,"max":18,"share":0.625,"scannedAt":"2026-08-24T14:57:26.054Z","rateLimited":false,"refusesAgentsAtSignup":false,"measuredOn":null,"alsoNames":[],"unattendedGrant":null,"npmSource":"registry-search","scorecardUrl":"https://letagentsin.com/r/maptiler-com-20260824145726-543d9aea7a52d54d","vendorUrl":"https://letagentsin.com/v/maptiler.com","checks":[{"id":"answers_plain_request","verdict":"pass","points":1,"max":1,"detail":"Answered 200 to LetAgentsIn/1.0 (+https://letagentsin.com/bot)"},{"id":"price_in_snippet","verdict":"pass","points":1,"max":1,"detail":"Your description tag carries free entry: “Try MapTiler's mapping platform for free.”"},{"id":"llms_txt","verdict":"pass","points":1,"max":1,"detail":"llms.txt and llms-full.txt present at https://www.maptiler.com/llms.txt and https://docs.maptiler.com/llms.txt and https://docs.maptiler.com/llms-full.txt, and the 12 links we sampled across the 3 files all answer"},{"id":"docs_without_js","verdict":"pass","points":1,"max":1,"detail":"9,446 characters of text without JS, on https://docs.maptiler.com/cloud/api/authentication-token/ rather than on https://docs.maptiler.com/"},{"id":"user_agents_allowed","verdict":"pass","points":1,"max":1,"detail":"No on-demand agent is blocked"},{"id":"robots_paths_resolve","verdict":"notApplicable","points":0,"max":1,"detail":"robots.txt names no concrete path, only patterns or nothing, so there is no claim to check"},{"id":"no_crawl_delay","verdict":"pass","points":1,"max":1,"detail":"No Crawl-delay applies to the agents we check"},{"id":"agent_entry_point","verdict":"fail","points":0,"max":2,"detail":"None of the 23 agent entry paths we asked on your site and your documentation host returns a file rather than your page shell"},{"id":"oauth_dcr","verdict":"fail","points":0,"max":1,"detail":"No OAuth metadata on any of the 14 hosts probed: https://www.maptiler.com, https://cloud.maptiler.com, https://auth.maptiler.com, https://login.maptiler.com, and 10 more"},{"id":"mcp_present","verdict":"fail","points":0,"max":1,"detail":"No MCP surface: nothing spoke MCP at mcp.maptiler.com, mcp.maptiler.com/mcp, mcp.maptiler.com/v1/mcp, api.maptiler.com/mcp, api.maptiler.com/v1/mcp, /mcp or /api/mcp, and any address you publish in the MCP registry, and no file mentions MCP"},{"id":"signup_no_captcha","verdict":"unmeasured","points":0,"max":1,"detail":"Unmeasurable: the signup form at https://cloud.maptiler.com/auth/widget?next=https://cloud.maptiler.com/maps/ is not in the server HTML, so its gates are not either"},{"id":"signup_reachable","verdict":"fail","points":0,"max":1,"detail":"https://cloud.maptiler.com/auth/widget?next=https://cloud.maptiler.com/maps/ is reachable, but its form needs JavaScript"},{"id":"programmatic_provisioning","verdict":"partial","points":1,"max":2,"detail":"1 of 7 provisioning phrases across the 4 documentation pages and 3 machine-readable files we read: \"create an api key (or api token, access token, personal access token, service account, auth token, secret key, access key, service token, signing key, publishable key, client key, licence key, project token), next to something programmatic\", matched in: “Get your service token To create a service token, go to your MapTiler account, page Credentials”"},{"id":"self_serve","verdict":"pass","points":1,"max":1,"detail":"Free tier or no-card signals at https://maptiler.com/pricing: \"FREE plan\", \"free trial\", \"free account\""},{"id":"typed_package","verdict":"pass","points":1,"max":1,"detail":"@maptiler/sdk@4.1.0 ships types, matched from the registry by who publishes it rather than by a link on your site"},{"id":"machine_readable_api","verdict":"pass","points":1,"max":1,"detail":"Docs serve markdown to machines, at https://docs.maptiler.com/"}]},{"domain":"radar.com","category":"Maps and geocoding","total":10,"measurable":15,"max":18,"share":0.6667,"scannedAt":"2026-08-24T14:57:32.775Z","rateLimited":false,"refusesAgentsAtSignup":false,"measuredOn":null,"alsoNames":["xmlsoap.org"],"unattendedGrant":null,"npmSource":"registry-search","scorecardUrl":"https://letagentsin.com/r/radar-com-20260824145732-44e1f3b4544b4764","vendorUrl":"https://letagentsin.com/v/radar.com","checks":[{"id":"answers_plain_request","verdict":"pass","points":1,"max":1,"detail":"Answered 200 to LetAgentsIn/1.0 (+https://letagentsin.com/bot)"},{"id":"price_in_snippet","verdict":"fail","points":0,"max":1,"detail":"Your pricing page's description tag names no amount and no entry condition: “Radar is the only all-in-one location platform, with cost-effective pricing for any use case at any scale. See what Radar can do for your business.”"},{"id":"llms_txt","verdict":"pass","points":1,"max":1,"detail":"llms.txt and llms-full.txt present at https://radar.com/llms.txt and https://docs.radar.com/llms.txt and https://docs.radar.com/llms-full.txt, and 11 of the 12 links we sampled across the 3 files answer. One is gone: http://schemas.xmlsoap.org/ws/2005/05/identity/claims/name"},{"id":"docs_without_js","verdict":"pass","points":1,"max":1,"detail":"2,882 characters of text without JS"},{"id":"user_agents_allowed","verdict":"pass","points":1,"max":1,"detail":"No on-demand agent is blocked"},{"id":"robots_paths_resolve","verdict":"notApplicable","points":0,"max":1,"detail":"robots.txt names no concrete path, only patterns or nothing, so there is no claim to check"},{"id":"no_crawl_delay","verdict":"pass","points":1,"max":1,"detail":"No Crawl-delay applies to the agents we check"},{"id":"agent_entry_point","verdict":"pass","points":2,"max":2,"detail":"Found: https://docs.radar.com/skill.md"},{"id":"oauth_dcr","verdict":"fail","points":0,"max":1,"detail":"No OAuth metadata on any of the 14 hosts probed: https://radar.com, https://dashboard.radar.com, https://auth.radar.com, https://login.radar.com, and 10 more"},{"id":"mcp_present","verdict":"fail","points":0,"max":1,"detail":"No MCP surface: nothing spoke MCP at mcp.radar.com, mcp.radar.com/mcp, mcp.radar.com/v1/mcp, api.radar.com/mcp, api.radar.com/v1/mcp, /mcp or /api/mcp, and any address you publish in the MCP registry, and no file mentions MCP"},{"id":"signup_no_captcha","verdict":"fail","points":0,"max":1,"detail":"recaptcha appears in the server HTML of https://dashboard.radar.com, even though the form itself is assembled by JavaScript"},{"id":"signup_reachable","verdict":"fail","points":0,"max":1,"detail":"https://dashboard.radar.com is reachable, but its form needs JavaScript"},{"id":"programmatic_provisioning","verdict":"unmeasured","points":0,"max":2,"detail":"Unmeasurable: only 1 documentation page could be read, which is too little to conclude anything"},{"id":"self_serve","verdict":"pass","points":1,"max":1,"detail":"Free tier or no-card signals at https://radar.com/pricing: \"free tier\""},{"id":"typed_package","verdict":"pass","points":1,"max":1,"detail":"radar-sdk-js@5.1.1 ships types, matched from the registry by who publishes it rather than by a link on your site"},{"id":"machine_readable_api","verdict":"pass","points":1,"max":1,"detail":"Docs serve markdown to machines, at https://docs.radar.com/"}]},{"domain":"tomtom.com","category":"Maps and geocoding","total":5,"measurable":10,"max":18,"share":0.5,"scannedAt":"2026-08-24T14:57:38.657Z","rateLimited":false,"refusesAgentsAtSignup":false,"measuredOn":null,"alsoNames":[],"unattendedGrant":null,"npmSource":"registry-search","scorecardUrl":"https://letagentsin.com/r/tomtom-com-20260824145738-d3635294d4147352","vendorUrl":"https://letagentsin.com/v/tomtom.com","checks":[{"id":"answers_plain_request","verdict":"pass","points":1,"max":1,"detail":"Answered 200 to LetAgentsIn/1.0 (+https://letagentsin.com/bot)"},{"id":"price_in_snippet","verdict":"notApplicable","points":0,"max":1,"detail":"Not applicable: we found no pricing page and no signup page of theirs, so there is no price for a search result to carry"},{"id":"llms_txt","verdict":"fail","points":0,"max":1,"detail":"No llms.txt at any of the 4 locations probed: https://www.tomtom.com/llms.txt, https://www.tomtom.com/llms-full.txt, https://docs.tomtom.com/llms.txt, https://docs.tomtom.com/llms-full.txt"},{"id":"docs_without_js","verdict":"pass","points":1,"max":1,"detail":"4,482 characters of text without JS"},{"id":"user_agents_allowed","verdict":"pass","points":1,"max":1,"detail":"Explicitly allowed: ChatGPT-User, Claude-User"},{"id":"robots_paths_resolve","verdict":"notApplicable","points":0,"max":1,"detail":"robots.txt names no concrete path, only patterns or nothing, so there is no claim to check"},{"id":"no_crawl_delay","verdict":"pass","points":1,"max":1,"detail":"No Crawl-delay applies to the agents we check"},{"id":"agent_entry_point","verdict":"fail","points":0,"max":2,"detail":"None of the 23 agent entry paths we asked on your site and your documentation host returns a file rather than your page shell"},{"id":"oauth_dcr","verdict":"notApplicable","points":0,"max":1,"detail":"Not applicable: we found no pricing page and no signup page of theirs, so there is no client for an agent to register"},{"id":"mcp_present","verdict":"fail","points":0,"max":1,"detail":"No MCP surface: nothing spoke MCP at mcp.tomtom.com, mcp.tomtom.com/mcp, mcp.tomtom.com/v1/mcp, api.tomtom.com/mcp, api.tomtom.com/v1/mcp, /mcp or /api/mcp, and any address you publish in the MCP registry, nor at any address in https://media.tomtom.com/f/178460/1600x620/ea9f99f801/tomtom-mcp-server-desktop.png, and no file mentions MCP"},{"id":"signup_no_captcha","verdict":"notApplicable","points":0,"max":1,"detail":"Not applicable: we found no pricing page and no signup page of theirs, so there is no gate to measure"},{"id":"signup_reachable","verdict":"notApplicable","points":0,"max":1,"detail":"Not applicable: we found no pricing page and no signup page of theirs"},{"id":"programmatic_provisioning","verdict":"unmeasured","points":0,"max":2,"detail":"Unmeasurable: only 1 documentation page could be read, which is too little to conclude anything"},{"id":"self_serve","verdict":"notApplicable","points":0,"max":1,"detail":"Not applicable: we found no pricing page and no signup page of theirs, so there is no tier to state"},{"id":"typed_package","verdict":"pass","points":1,"max":1,"detail":"@tomtom-org/maps-sdk@0.51.3 ships types, matched from the registry by who publishes it rather than by a link on your site"},{"id":"machine_readable_api","verdict":"fail","points":0,"max":1,"detail":"No OpenAPI spec at the 5 usual paths on your site or on your documentation host, none declared by https://docs.tomtom.com/, and no markdown negotiation"}]}],"methodology":"https://letagentsin.com/methodology","terms":"Free to use, quote and republish with attribution to Let Agents In and a link to the methodology.","fullCorpus":"https://letagentsin.com/corpus.json","notes":["One row per domain, the most recent scan we hold, scored under a single formula version.","domains is how many we can publish under one formula and curated is how many we hold. When they differ, a reseed is part way through: scores from two formula versions are not comparable, so the rest wait for their next scan rather than appear here under a number that cannot be compared with the others.","share is total divided by measurable, not by max. A domain that refused our requests has a smaller denominator, not a worse number, so ranking on total alone would be wrong.","A verdict of unmeasured means we could not evaluate the check, and notApplicable means it does not apply to a product of this kind. Neither is a failure and neither counts in measurable.","Each entry in checks carries a tally, so nobody has to derive one. Filtering rows on points < max is the obvious way to count failures and it is wrong: it sweeps in every row we could not measure and every row the check does not apply to. Use tally.fail, and tally.measured as the denominator.","unattendedGrant is null when a vendor publishes no registration endpoint or no grant list, false when every advertised grant needs a person at a browser, true when client_credentials is among them. device_code counts as false: approving on another screen is still a person.","rateLimited means a 429 came back anywhere in that scan, at the door, at the signup or at a documentation page, so some checks are unmeasured for a reason that is ours and not theirs. Those rows are thinner than the site, and filtering them out is reasonable.","alsoNames lists the other registrable domains a row's own sentences name, which is how a row can be scored on a form at app.hellosign.com under the name dropboxsign.com. Anything counted across the corpus should read it for the same reason it reads measuredOn.","measuredOn names the domain a row was actually read on, when the home page landed somewhere else. Those rows describe the journey an agent takes from the domain in the name, and the files they score belong to the domain in measuredOn: sendgrid.com answers robots.txt with a redirect to twilio.com/robots.txt, and twilio.com is a row of its own, so anything counted across the corpus counts that file twice.","These are vendors we have no relationship with. Every check is one HTTP request with a published rule, so any row here can be reproduced or disputed."]}