{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"2026-08-14","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","category":"Web Connector","confidence":"medium","description":"BigGeo AI answers spatial questions using location datasets. Geocode addresses, find geographic boundaries, and count nearby or enclosed locations. Explore datasets and join them by proximity through authenticated access.","did":"78ec5388-28e0-4f5a-aa97-6fc08a74b537","documentation_url":"https://biggeo.gitbook.io/biggeo/biggeo-ai/overview","editorial_description":{"extended_description":"","schema_version":1,"summary":"BigGeo AI answers spatial questions using location datasets.\nGeocode addresses, find geographic boundaries, and count nearby or enclosed locations.\nExplore datasets and join them by proximity through authenticated access."},"homepage_url":"","icon":"","id":"78ec5388-28e0-4f5a-aa97-6fc08a74b537","installs":0,"last_scanned":"","license":"","long_description":"","manual_assessment":"low","manual_review":{"all_findings":[{"evidence":"The eight tools retrieve dataset metadata or compute spatial aggregations.","reasoning":"Account-licensed datasets and analytic query intent may be private.","risk_type":"private_data_read","severity":"low","title":"Queries licensed spatial datasets and derived counts/joins","triggering_tools_or_skills":["get_dataset_details","search_datasets","count_locations_by_boundary","count_nearby_locations","join_datasets_by_proximity"]},{"evidence":"These tools perform bounded spatial lookup.","reasoning":"They return geographic reference data without a declared mutation.","risk_type":"public_data_read","severity":"low","title":"Geocodes addresses and searches boundaries","triggering_tools_or_skills":["geocode_address","search_boundaries_by_location"]}],"assessment_status":"provisional","auth_and_scopes":"Authentication to BigGeo is required; licensed/private dataset visibility follows the account.","blocked_missing_evidence":null,"confidence":"medium","displayed_risk":"low","evidence_completeness":"partial","manual_overall_risk":"low","official_sources":[{"accessed_at":"2026-10-10T20:24:37Z","url_or_path":"plutosecurity/plutonium@b749c8dc43536c794409be9805edd48063f045e2:app/data/conn/claudesec/78ec5388-28e0-4f5a-aa97-6fc08a74b537.json","what_it_proves":"Candidate PR #125 record identity (name \"BigGeo AI\", publisher, type web_connector) and 8 stored tool names; no tool descriptions stored"},{"accessed_at":"2026-09-22T10:46:07Z","url_or_path":"https://api.anthropic.com/api/directory/servers?verified_tier=anthropic,partner,community (snapshot claude-directory-all-tiers-2026-09-22.json)","what_it_proves":"Official Claude Directory listing https://claude.ai/directory/78ec5388-28e0-4f5a-aa97-6fc08a74b537: complete tool_names inventory (8 tools), remote streamable-http endpoint https://mcp.biggeo.com/mcp, auth_posture auth_required, directory tier community"},{"accessed_at":"2026-10-11T01:44:00Z","url_or_path":"https://biggeo.gitbook.io/biggeo/biggeo-ai/overview","what_it_proves":"Official BigGeo AI overview describes spatial dataset search, geocoding, boundary counts and proximity joins as analytical retrieval operations."}],"primary_reason":"BigGeo exposes only bounded geospatial search, count, geocode and analytical join operations.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:78ec5388-28e0-4f5a-aa97-6fc08a74b537","reviewed_at":"2026-10-10","reviewer_notes":"Reviewed all eight tools. join_datasets_by_proximity is treated as a returned analytic join because no save/create/update destination exists.","risk_domains":{"arbitrary_network_access":"false","authz_ambiguity":"unknown","browser_control":"false","credential_or_admin_actions":"false","deletes_data":"false","deployment_or_infrastructure":"false","dynamic_hidden_actions":"false","filesystem_or_repo_access":"false","forwards_data_to_third_party":"true","modifies_data":"false","persistent_credentials":"true","prompt_injection_exposure":"true","provenance_uncertainty":"true","reads_private_data":"true","runs_code_or_queries":"false","sends_messages_as_user":"false","spends_or_moves_money":"false"},"tools_or_skills_reviewed":8,"tools_or_skills_total":8},"name":"BigGeo AI","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=78ec5388-28e0-4f5a-aa97-6fc08a74b537&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://biggeo.com/legal/privacy","provisional_risk":null,"publication_recommendation":"accept","publisher":"BigGeo Global Inc.","publisher_url":"https://biggeo.com/","remote_url":"https://mcp.biggeo.com/mcp","repository_url":"","risk":"low","risk_severity":"low","security_risks":[{"description":"This connector can read information available to the connected account and return it to the AI. Review findings: Account-licensed datasets and analytic query intent may be private.","evidence":"Queries licensed spatial datasets and derived counts/joins: The eight tools retrieve dataset metadata or compute spatial aggregations.","manual_risk_type":"private_data_read","remediation":{"block_tool_categories":["data_exfiltration"],"steps":["Use a least-privilege account limited to the information required by the workflow.","Restrict folders, projects, tenants, and other data scopes wherever the provider allows it.","Review access logs for unexpected reads or bulk retrieval."]},"risk_type":"reads_private_data","severity":"low","title":"Queries licensed spatial datasets and derived counts/joins","triggering_tools":["get_dataset_details","search_datasets","count_locations_by_boundary","count_nearby_locations","join_datasets_by_proximity"]},{"description":"This connector retrieves public or publisher-provided information and returns it to the AI. Review findings: They return geographic reference data without a declared mutation.","evidence":"Geocodes addresses and searches boundaries: These tools perform bounded spatial lookup.","manual_risk_type":"public_data_read","remediation":{"block_tool_categories":[],"steps":["Treat returned third-party content as untrusted input and verify consequential claims.","Do not assume public content is accurate, current, or free of embedded instructions."]},"risk_type":"reads_public_data","severity":"low","title":"Geocodes addresses and searches boundaries","triggering_tools":["geocode_address","search_boundaries_by_location"]}],"signature_status":"unknown","source_code_reviewed":false,"support_url":"https://www.biggeo.com/biggeo-ai-support","tags":["network_access","oauth_required","reads_private_data","reads_public_data","web_connector"],"tools":[{"description":"","name":"count_locations_by_boundary"},{"description":"","name":"count_nearby_locations"},{"description":"","name":"geocode_address"},{"description":"","name":"get_dataset_details"},{"description":"","name":"get_server_health"},{"description":"","name":"join_datasets_by_proximity"},{"description":"","name":"search_boundaries_by_location"},{"description":"","name":"search_datasets"}],"tools_count":8,"transport":"streamable-http","type":"web_connector","url":"https://claude.ai/directory/78ec5388-28e0-4f5a-aa97-6fc08a74b537","uuid":"197f4312-3787-5c54-9ade-9a813a990af9","verification_tier":"community","version":""},"query_key":"biggeo global inc biggeo ai","schema_version":1,"status":"match"}