{"serverId":"mcp-registry/ai.physea/liminality","tools":[{"name":"export_result","fixed":{"name":"export_result","description":"Export a caller-owned result in a supported format.","inputSchema":{"type":"object","title":"export_resultArguments","required":["result_id"],"properties":{"format":{"type":"string","title":"Format","default":"json"},"result_id":{"type":"string","title":"Result Id"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":86,"tokensAfter":86},{"name":"get_capabilities","fixed":{"name":"get_capabilities","description":"List solve modes and every public capability.","inputSchema":{"type":"object","title":"get_capabilitiesArguments","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":49,"tokensAfter":49},{"name":"get_result_detail","fixed":{"name":"get_result_detail","description":"Fetch the full caller-owned result behind a lean solve.","inputSchema":{"type":"object","title":"get_result_detailArguments","required":["result_id"],"properties":{"result_id":{"type":"string","title":"Result Id"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":72,"tokensAfter":72},{"name":"get_settings","fixed":{"name":"get_settings","description":"Read this caller's saved solve and safety settings.","inputSchema":{"type":"object","title":"get_settingsArguments","properties":{"user_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"User Id","default":null}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":72,"tokensAfter":72},{"name":"runs","fixed":{"name":"runs","description":"Run lifecycle with run and attempt identity (action='start'|'status'|'list'|'cancel'|'reconcile'|'attempt'|'execute'|'outcome'|'approve'|'grants'|'revoke'): cancel persists, an unknown effect is reconciled before any retry, simulate never executes, approve grants operation_kinds for hours and returns approval_id.","inputSchema":{"type":"object","title":"runsArguments","properties":{"mode":{"type":"string","title":"Mode","default":"live"},"hours":{"type":"number","title":"Hours","default":24},"limit":{"type":"integer","title":"Limit","default":50},"action":{"type":"string","title":"Action","default":"status"},"policy":{"anyOf":[{"type":"object","additionalProperties":true},{"type":"null"}],"title":"Policy","default":null},"reason":{"type":"string","title":"Reason","default":""},"run_id":{"type":"string","title":"Run Id","default":""},"node_id":{"type":"string","title":"Node Id","default":""},"outcome":{"anyOf":[{"type":"object","additionalProperties":true},{"type":"null"}],"title":"Outcome","default":null},"task_id":{"type":"string","title":"Task Id","default":""},"user_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"User Id","default":null},"operation":{"anyOf":[{"type":"object","additionalProperties":true},{"type":"null"}],"title":"Operation","default":null},"attempt_id":{"type":"string","title":"Attempt Id","default":""},"approval_id":{"type":"string","title":"Approval Id","default":""},"danger_classes":{"anyOf":[{"type":"array","items":{"type":"string"}},{"type":"null"}],"title":"Danger Classes","default":null},"idempotency_key":{"type":"string","title":"Idempotency Key","default":""},"operation_kinds":{"anyOf":[{"type":"array","items":{"type":"string"}},{"type":"null"}],"title":"Operation Kinds","default":null}}},"annotations":{"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: false, destructiveHint: false, idempotentHint: false (inferred from the name).","verify":true}],"tokensBefore":497,"tokensAfter":497},{"name":"set_priorities","fixed":{"name":"set_priorities","description":"Save caller-scoped tasks and importance signals.","inputSchema":{"type":"object","title":"set_prioritiesArguments","required":["items"],"properties":{"items":{"anyOf":[{"type":"array","items":{"type":"object","additionalProperties":true}},{"type":"object","additionalProperties":true}],"title":"Items"},"user_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"User Id","default":null}}},"annotations":{"readOnlyHint":false,"destructiveHint":false,"idempotentHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: false, destructiveHint: false, idempotentHint: true (inferred from the name).","verify":true}],"tokensBefore":121,"tokensAfter":121},{"name":"set_settings","fixed":{"name":"set_settings","description":"Save caller-scoped settings from one dict (depth, optimization, trace, relay, governance); keys and values in get_capabilities.","inputSchema":{"type":"object","title":"set_settingsArguments","properties":{"user_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"User Id","default":null},"settings":{"anyOf":[{"type":"object","additionalProperties":true},{"type":"null"}],"title":"Settings","default":null}}},"annotations":{"readOnlyHint":false,"destructiveHint":false,"idempotentHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: false, destructiveHint: false, idempotentHint: true (inferred from the name).","verify":true}],"tokensBefore":127,"tokensAfter":127},{"name":"setup","fixed":{"name":"setup","description":"Context-minimality setup with no questions (auto); or profiles, status, verify.","inputSchema":{"type":"object","title":"setupArguments","properties":{"action":{"type":"string","title":"Action","default":"auto"},"profile":{"type":"string","title":"Profile","default":""},"use_case":{"type":"string","title":"Use Case","default":""},"first_request":{"type":"string","title":"First Request","default":""}}},"annotations":{"readOnlyHint":false,"destructiveHint":false,"idempotentHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: false, destructiveHint: false, idempotentHint: true (inferred from the name).","verify":true}],"tokensBefore":122,"tokensAfter":122}],"toolsChanged":8,"tokensSaved":0,"todo":[{"tool":"algorithms","params":["key","name","rows","spec","label","action","run_id","changes","columns","run_ids","correction","dataset_id","parameters","version_id"]},{"tool":"apply_form","params":["fills","question"]},{"tool":"apply_grade","params":["note","choice","result_id"]},{"tool":"ask_form","params":["question","max_depth","verify_divergence"]},{"tool":"catalog","params":["action","entity_a","entity_b","objective"]},{"tool":"composio_connect","params":["toolkit","user_id"]},{"tool":"compress_context","params":["task","text","retention"]},{"tool":"delegation","params":["role","task","action","outcome","handoff_id","unresolved","owned_paths","changed_paths","delegation_id","test_evidence","stop_conditions","read_only_inputs","acceptance_criteria"]},{"tool":"export_result","params":["format","result_id"]},{"tool":"get_result_detail","params":["result_id"]},{"tool":"get_settings","params":["user_id"]},{"tool":"handoff","params":["refs","task","action","detail","subject","evidence","resources","checkpoint","handoff_id","session_state","tool_manifest","source_sessions","parent_handoff_id","current_artifact_hash"]},{"tool":"manage","params":["action","payload"]},{"tool":"optimize","params":["top_k","budget","target","objective"]},{"tool":"recover","params":["note","limit","action","fields","case_id","outcome","task_id","user_id","candidate","user_change","candidate_id","criteria_ids","repaired_claims"]},{"tool":"register_asset","params":["kind","name","user_id","attributes"]},{"tool":"report_feedback","params":["tool","rating","comment","helpful","missing","user_id","route_key"]},{"tool":"report_outcome","params":["leaf","note","intent","worked","endpoint","read_back","result_id","evidence_ref","human_verdict","efficiency_note","completion_event","endpoint_correct","could_have_done_better"]},{"tool":"research","params":["question","max_depth"]},{"tool":"runs","params":["mode","hours","limit","action","policy","reason","run_id","node_id","outcome","task_id","user_id","operation","attempt_id","approval_id","danger_classes","idempotency_key","operation_kinds"]},{"tool":"set_priorities","params":["items","user_id"]},{"tool":"set_settings","params":["user_id","settings"]},{"tool":"setup","params":["action","profile","use_case","first_request"]},{"tool":"solve","params":["depth","trace","context","user_id","verbose","question","resources","follow_up_of","tool_manifest","context_brief_id","preference_policy","max_reduction_depth"]},{"tool":"task","params":["limit","action","fields","changes","task_id","user_id","version","expected_version"]},{"tool":"taxis","params":["user_id"]}],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}