{"generated_at":"2026-10-14T20:07:22+00:00","item":{"added_at":"2026-08-13","analysis_method":"independent_manual_review_2026-10-10","assessment_status":"provisional","auth_posture":"auth_required","category":"Web Connector","confidence":"medium","description":"Adds Graph of Thought's structured idea-exploration tools to an AI assistant. Generate alternative approaches, score them, refine promising ideas and combine partial solutions. Track or visualize a branching reasoning workflow for complex problems.","did":"27c86eb6-2453-4b19-9836-2cd81aac3c09","documentation_url":"https://reasoning.services/docs/","editorial_description":{"extended_description":"A typical workflow seeds a problem, branches into candidates, evaluates them and aggregates selected elements. Tools also expose pattern extraction and learning operations; the method structures exploration rather than guaranteeing a correct decision.","schema_version":1,"summary":"Adds Graph of Thought's structured idea-exploration tools to an AI assistant.\nGenerate alternative approaches, score them, refine promising ideas and combine partial solutions.\nTrack or visualize a branching reasoning workflow for complex problems."},"homepage_url":"","icon":"","id":"27c86eb6-2453-4b19-9836-2cd81aac3c09","installs":0,"last_scanned":"","license":"","long_description":"A typical workflow seeds a problem, branches into candidates, evaluates them and aggregates selected elements. Tools also expose pattern extraction and learning operations; the method structures exploration rather than guaranteeing a correct decision.","manual_assessment":"medium","manual_review":{"all_findings":[{"evidence":"The inventory exposes graph seeding, generation, learning and refinement; official docs describe persistent reasoning sessions.","reasoning":"These operations create and alter durable service-side reasoning state.","risk_type":"data_modification","severity":"medium","title":"Creates and learns from persistent reasoning graphs","triggering_tools_or_skills":["seed","generate","learn","refine","aggregate"]}],"assessment_status":"provisional","auth_and_scopes":"Authentication is required; the official site shows account/API-key access but the Directory endpoint's exact OAuth scopes and storage boundaries are unknown.","blocked_missing_evidence":null,"confidence":"medium","displayed_risk":"medium","evidence_completeness":"partial","manual_overall_risk":"medium","official_sources":[{"accessed_at":"2026-10-10T20:24:37Z","url_or_path":"plutosecurity/plutonium@b749c8dc43536c794409be9805edd48063f045e2:app/data/conn/claudesec/27c86eb6-2453-4b19-9836-2cd81aac3c09.json","what_it_proves":"Candidate PR #125 record identity (name \"Graph of Thought\", publisher, type web_connector) and 9 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/27c86eb6-2453-4b19-9836-2cd81aac3c09: complete tool_names inventory (9 tools), remote streamable-http endpoint https://reasoning.services/tools/graph-of-thought/mcp, auth_posture auth_required, directory tier community"},{"accessed_at":"2026-10-10T21:30:09Z","url_or_path":"https://reasoning.services/docs/","what_it_proves":"Official reasoning.services documentation describes persistent reasoning sessions and bounded reasoning-tool operations, with account/API-key authentication."}],"primary_reason":"Graph of Thought persists and updates structured reasoning state without an evidenced High action.","provisional_risk":null,"publication_recommendation":"accept","requires_runtime_verification":true,"review_key":"claude:27c86eb6-2453-4b19-9836-2cd81aac3c09","reviewed_at":"2026-10-10","reviewer_notes":"The official page documents multiple reasoning products rather than this exact nine-tool endpoint. Verify retention and whether usage consumes paid metered compute at runtime.","risk_domains":{"arbitrary_network_access":"false","authz_ambiguity":"true","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":"true","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":"unknown"},"tools_or_skills_reviewed":9,"tools_or_skills_total":9},"name":"Graph of Thought","needs_runtime_verification":true,"plutonium_url":"https://plutonium.pluto.security/detail.html?planet=claudesec&did=27c86eb6-2453-4b19-9836-2cd81aac3c09&utm_source=plutonium_analysis_skill&utm_medium=claude_skill&utm_campaign=connector_risk_assessment","privacy_policy_url":"https://reasoning.services/privacy/","provisional_risk":null,"publication_recommendation":"accept","publisher":"Reasoning.services","publisher_url":"https://reasoning.services/","remote_url":"https://reasoning.services/tools/graph-of-thought/mcp","repository_url":"","risk":"medium","risk_severity":"medium","security_risks":[{"description":"This connector can create, update, configure, or otherwise change connected resources. Review findings: These operations create and alter durable service-side reasoning state.","evidence":"Creates and learns from persistent reasoning graphs: The inventory exposes graph seeding, generation, learning and refinement; official docs describe persistent reasoning sessions.","manual_risk_type":"data_modification","remediation":{"block_tool_categories":["state_change"],"steps":["Use a test account or sandbox before allowing changes to production data.","Grant only the write permissions required for the intended workflow.","Require human confirmation for consequential state changes."]},"risk_type":"modifies_data","severity":"medium","title":"Creates and learns from persistent reasoning graphs","triggering_tools":["seed","generate","learn","refine","aggregate"]}],"signature_status":"unknown","source_code_reviewed":false,"support_url":"https://reasoning.services/contact/","tags":["modifies_data","network_access","oauth_required","web_connector"],"tools":[{"description":"","name":"aggregate","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: These operations create and alter durable service-side reasoning state."}},{"description":"","name":"extract_pattern"},{"description":"","name":"generate","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: These operations create and alter durable service-side reasoning state."}},{"description":"","name":"learn","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: These operations create and alter durable service-side reasoning state."}},{"description":"","name":"refine","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: These operations create and alter durable service-side reasoning state."}},{"description":"","name":"score"},{"description":"","name":"seed","risk":{"category":"state_change","level":"medium","recommendation":"Follow the connector-level remediation and require approval for consequential actions.","why":"This connector can create, update, configure, or otherwise change connected resources. Review findings: These operations create and alter durable service-side reasoning state."}},{"description":"","name":"status"},{"description":"","name":"visualize"}],"tools_count":9,"transport":"streamable-http","type":"web_connector","url":"https://claude.ai/directory/27c86eb6-2453-4b19-9836-2cd81aac3c09","uuid":"d646ae16-6884-5ebe-b152-3a4b9de0725e","verification_tier":"community","version":""},"query_key":"graph of thought","schema_version":1,"status":"match"}