{"domain":"geocodeai.dev","name":"Geocode AI","url":"https://inite.ai/en/atlas/geocodeai.dev","site":"https://geocodeai.dev","summary":"Looks up administrative boundaries by name or point, and turns plain-language area descriptions into validated GeoJSON polygons.","forWhom":"developers and AI agents mapping place names in contracts or regulations to boundary polygons","useCases":["look up a city's boundary as GeoJSON","turn contract wording into one validated polygon","find which boundary contains a given point"],"categories":[],"pricing":{"model":"freemium","freeTier":true,"startsAt":{"amount":29,"currency":"USD","per":"month","billed":"monthly"},"page":"https://geocodeai.dev/pricing","readOn":"2026-11-03"},"priceMoves":[],"interfaces":{"readOn":"2026-11-03","apiDocs":"https://geocodeai.dev/docs/api","openapi":{"url":"https://geocodeai.dev/openapi.json","paths":94,"title":"Geocode AI API"},"mcp":[{"name":"dev.geocodeai/geocode","tie":"namespace","registered":true,"remotes":["https://geocodeai.dev/mcp"],"packages":[],"probe":{"state":"open","checkedOn":"2026-11-03","toolCount":43,"tools":["search_boundaries","get_boundary","export_boundary","reverse_boundaries","list_children","contains_points","union_boundaries","create_area","get_account","update_profile","get_usage","list_api_keys","create_api_key","revoke_api_key","get_email_preferences","update_email_preferences","list_orgs","list_members","list_teams","list_invites","list_audit_log","save_file","list_files","get_file","update_file","delete_file","share_file","unshare_file","get_subscription","create_checkout_link","get_billing_link","list_feedback","get_feedback","list_my_feedback","request_feature","report_issue","upvote_feedback","remove_feedback_vote","comment_on_feedback","list_reviews","get_my_review","submit_review","get_pricing"],"serverName":"geocode"}}],"mcpServerCard":null,"status":null},"mcpMeasured":{"server":"https://geocodeai.dev/mcp","checkedSince":"2026-11-03","dailyChecks":2,"uptimePercent":null,"medianMs":279,"signIn":"none","clientRegistration":null,"tools":43,"contextTokens":8914,"definitionsGrade":"A","definitionsScore":97,"typedResults":0,"failingChecks":{"params_described":8},"warnings":{"open_writes":["create_area","update_profile","create_api_key","update_email_preferences","update_file"]},"coverage":{"share":1,"cases":[{"useCase":"look up a city's boundary as GeoJSON","verdict":"covered","firstTool":"search_boundaries","checks":null},{"useCase":"turn contract wording into one validated polygon","verdict":"covered","firstTool":"create_area","checks":null},{"useCase":"find which boundary contains a given point","verdict":"covered","firstTool":"reverse_boundaries","checks":null}]},"adoption":{"npmWeekly":null,"pypiWeekly":null,"githubStars":null},"score":null,"advice":{"verdict":"unproven","why":["its tools do every use case checked: \"look up a city's boundary as GeoJSON\", \"turn contract wording into one validated polygon\", \"find which boundary contains a given point\"","checked on 2 of the 7 days it takes to judge reliability"],"how":["for \"look up a city's boundary as GeoJSON\", the likely first call is search_boundaries","for \"turn contract wording into one validated polygon\", the likely first call is create_area","for \"find which boundary contains a given point\", the likely first call is reverse_boundaries","create_area, update_profile, create_api_key, update_email_preferences, update_file change data without a sign-in: anyone with the URL can call them"]},"method":"https://inite.ai/en/atlas/mcp/report"},"connect":{"order":["mcp","openapi","apiDocs","llmsTxt"],"mcp":[{"name":"dev.geocodeai/geocode","url":"https://geocodeai.dev/mcp","answers":"open","checkedOn":"2026-11-03","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=dev.geocodeai%2Fgeocode","config":{"mcpServers":{"geocodeai":{"url":"https://geocodeai.dev/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http geocodeai https://geocodeai.dev/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=geocodeai&config=eyJ1cmwiOiJodHRwczovL2dlb2NvZGVhaS5kZXYvbWNwIn0%3D","vscode":"vscode:mcp/install?%7B%22name%22%3A%22geocodeai%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fgeocodeai.dev%2Fmcp%22%7D","connector":{"url":"https://geocodeai.dev/mcp","note":"Add it as a custom connector in the client’s settings; the client opens the sign-in itself when the server asks for one."}}}],"openapi":{"url":"https://geocodeai.dev/openapi.json","paths":94},"apiDocs":"https://geocodeai.dev/docs/api","llmsTxt":"https://geocodeai.dev/llms.txt","status":null,"readOn":"2026-11-03"},"trust":{"readOn":"2026-11-03","certifications":[],"training":null},"used":null,"alive":100,"traits":{"buyer":"developer","deployment":"saas-only","developerFocus":true,"readAt":"2026-11-03"},"verifiedPlans":null,"fromVendor":null}