{"skill_id":"flow-resolve-conflict"}

{"error":"get_skill: invalid skill_id UUID: invalid UUID length: 21"}

{}

{"result":"[\n  {\n    \"id\": \"132a4a1a-f60b-4dc4-b371-250b9851e825\",\n    \"name\": \"caveman\",\n    \"description\": \"\",\n    \"content\": \"---\\nname: caveman\\ndescription: \\u003e\\n  Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman\\n  while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra,\\n  wenyan-lite, wenyan-full, wenyan-ultra.\\n  Use when user says \\\"caveman mode\\\", \\\"talk like caveman\\\", \\\"use caveman\\\", \\\"less tokens\\\",\\n  \\\"be brief\\\", or invokes /caveman. Also auto-triggers when token efficiency is requested.\\n---\\n\\nRespond terse like smart caveman. All technical substance stay. Only fluff die.\\n\\n## Persistence\\n\\nACTIVE EVERY RESPONSE. No revert after many turns. No filler drift. Still active if unsure. Off only: \\\"stop caveman\\\" / \\\"normal mode\\\".\\n\\nDefault: **full**. Switch: `/caveman lite|full|ultra`.\\n\\n## Rules\\n\\nDrop: articles (a/an/the), filler (just/really/basically/actually/simply), pleasantries (sure/certainly/of course/happy to), hedging. Fragments OK. Short synonyms (big not extensive, fix not \\\"implement a solution for\\\"). Technical terms exact. Code blocks unchanged. Errors quoted exact.\\n\\nPattern: `[thing] [action] [reason]. [next step].`\\n\\nNot: \\\"Sure! I'd be happy to help you with that. The issue you're experiencing is likely caused by...\\\"\\nYes: \\\"Bug in auth middleware. Token expiry check use `\\u003c` not `\\u003c=`. Fix:\\\"\\n\\n## Intensity\\n\\n| Level | What change |\\n|-------|------------|\\n| **lite** | No filler/hedging. Keep articles + full sentences. Professional but tight |\\n| **full** | Drop articles, fragments OK, short synonyms. Classic caveman |\\n| **ultra** | Abbreviate (DB/auth/config/req/res/fn/impl), strip conjunctions, arrows for causality (X → Y), one word when one word enough |\\n| **wenyan-lite** | Semi-classical. Drop filler/hedging but keep grammar structure, classical register |\\n| **wenyan-full** | Maximum classical terseness. Fully 文言文. 80-90% character reduction. Classical sentence patterns, verbs precede objects, subjects often omitted, classical particles (之/乃/為/其) |\\n| **wenyan-ultra** | Extreme abbreviation while keeping classical Chinese feel. Maximum compression, ultra terse |\\n\\nExample — \\\"Why React component re-render?\\\"\\n- lite: \\\"Your component re-renders because you create a new object reference each render. Wrap it in `useMemo`.\\\"\\n- full: \\\"New object ref each render. Inline object prop = new ref = re-render. Wrap in `useMemo`.\\\"\\n- ultra: \\\"Inline obj prop → new ref → re-render. `useMemo`.\\\"\\n\\n## Auto-Clarity\\n\\nDrop caveman for: security warnings, irreversible action confirmations, multi-step sequences where fragment order risks misread, user asks to clarify or repeats question. Resume caveman after clear part done.\\n\\n## Boundaries\\n\\nCode/commits/PRs: write normal. \\\"stop caveman\\\" or \\\"normal mode\\\": revert. Level persist until changed or session end.\\n\",\n    \"metadata\": {},\n    \"hasEmbedding\": false,\n    \"projectId\": \"734476bc-20ef-4647-91db-a1d062632faa\",\n    \"scope\": \"project\",\n    \"createdAt\": \"2026-04-18T13:34:29Z\",\n    \"updatedAt\": \"2026-04-18T13:34:29Z\"\n  },\n  {\n    \"id\": \"43f79490-fe61-4a7e-9ef8-acc768fbf6ba\",\n    \"name\": \"flow-address-review\",\n    \"description\": \"\",\n    \"content\": \"# Address PR review comments\\n\\nYou are addressing PR review comments for a scenario implementation. Follow these steps exactly.\\n\\n## Steps\\n\\n1. **Read the PR comments** from `env.ExtraContext` (already in your prompt). Do NOT call any graph tools to find them.\\n2. **Check out the branch**: you are already on `implement/\\u003ckey\\u003e`. Verify with `git branch --show-current`.\\n3. **Read the relevant files** using `workspace_read` to understand the current code.\\n4. **Make the fixes** using `workspace_edit` or `workspace_write` for each comment.\\n5. **Commit**: `git add -A \\u0026\\u0026 git commit -m \\\"address-review: \\u003ckey\\u003e\\\"`\\n6. **Push**: `flow git-proxy git push --force-with-lease origin implement/\\u003ckey\\u003e` — if it fails, use `--force`.\\n7. **Done** — close the session.\\n\\n## Rules\\n\\n- Do NOT call `entity-query`, `graph-traverse`, or any graph tools. All context is in the prompt.\\n- Do NOT run `git checkout` — you are already on the correct branch.\\n- Do NOT re-read files after writing them.\\n- If push fails with auth error, the sandbox handles credentials — retry once with `--force`.\\n\",\n    \"metadata\": {},\n    \"hasEmbedding\": false,\n    \"projectId\": \"734476bc-20ef-4647-91db-a1d062632faa\",\n    \"scope\": \"project\",\n    \"createdAt\": \"2026-04-18T13:34:36Z\",\n    \"updatedAt\": \"2026-04-18T13:34:36Z\"\n  },\n  {\n    \"id\": \"166dffc2-c11e-4756-9343-f90acdad2f05\",\n    \"name\": \"flow-implement-memory-hints\",\n    \"description\": \"\",\n    \"content\": \"# Memory sandbox efficiency rules\\n\\nFollow these rules exactly — no exceptions. Each rule eliminates wasted steps.\\n\\n1. **Graph query**: call `graph-traverse` ONCE with `depth=5` from the scenario entity ID. Do NOT call `entity-query`, `entity-edges-get`, or `graph-traverse` again after that.\\n2. **Git branch**: you start on `main`. Run `git checkout -b {{branch}}` immediately. Do NOT try to checkout any other branch first.\\n3. **flow verify**: SKIP IT. There is no `.flow.yml` in the sandbox. Running it wastes steps.\\n4. **Env discovery**: Do NOT run `env | grep FLOW`, `git ls-remote | grep plan`, `git branch -a`, or `git log` to discover config. All values are in the session context above.\\n5. **Push conflict**: if `--force-with-lease` fails, use `--force` immediately. Do not inspect the remote branch.\\n6. **File verification**: trust your writes. Do NOT re-read files after writing them to verify content.\\n7. **PR**: after pushing, create the PR. If it already exists, skip. Done — close the session.\\n\",\n    \"metadata\": {},\n    \"hasEmbedding\": false,\n    \"projectId\": \"734476bc-20ef-4647-91db-a1d062632faa\",\n    \"scope\": \"project\",\n    \"createdAt\": \"2026-04-18T13:34:36Z\",\n    \"updatedAt\": \"2026-04-18T13:34:36Z\"\n  }\n]"}

{"cron_schedule":"0 0 * * *","description":"Worker to execute git commands","name":"git-worker","prompt":"Execute git commands for branch management and conflict resolution","strategy_type":"analysis","trigger_type":"schedule"}

{"capabilities":null,"config":{},"consecutiveFailures":0,"createdAt":"2026-04-18T21:34:02.051434Z","cronSchedule":"0 0 * * *","description":"Worker to execute git commands","enabled":true,"executionMode":"execute","id":"9d0ac472-7d20-49a4-a80f-90e15ab2a973","lastRunAt":null,"lastRunStatus":null,"name":"git-worker","projectId":"734476bc-20ef-4647-91db-a1d062632faa","prompt":"Execute git commands for branch management and conflict resolution","reactionConfig":null,"strategyType":"analysis","triggerType":"schedule","updatedAt":"2026-04-18T21:34:02.051434Z"}

{"agent_name":"git-worker","message":{"instructions":"Execute: git checkout -b implement/sc-taskify-create-task","task_id":"create-branch"}}

{"duration":"2.47178485s","message":"Agent triggered successfully","run_id":"7810c472-0fc2-492f-85ca-c52c7aac5086","status":"success","steps":1,"success":true}

{"run_id":"7810c472-0fc2-492f-85ca-c52c7aac5086"}

{"agentId":"9d0ac472-7d20-49a4-a80f-90e15ab2a973","completedAt":"2026-04-18T21:34:06.245376Z","durationMs":2471,"errorMessage":null,"id":"7810c472-0fc2-492f-85ca-c52c7aac5086","maxSteps":30,"model":"gemini-3-flash-preview","provider":"openai-compatible","rootRunId":"7810c472-0fc2-492f-85ca-c52c7aac5086","sessionStatus":"completed","skipReason":null,"startedAt":"2026-04-18T21:34:03.77381Z","status":"success","stepCount":1,"summary":{"final_response":"I cannot directly execute git commands in your local repository. However, I can help you with the tasks you need to accomplish in the branch `implement/sc-taskify-create-task` once you've created it.\n\nTo create and switch to this branch, you'll need to run the following command in your terminal:\n\n```bash\ngit checkout -b implement/sc-taskify-create-task\n```\n\nOnce you've created the branch, please let me know what specific tasks you'd like to accomplish, and I can assist you with:\n- Creating or modifying entities\n- Working with agent definitions\n- Managing documents\n- Searching the knowledge graph\n- Any other project-related tasks\n\nWhat would you like to work on in this branch?","steps":1},"traceId":"7e8fdb25b4c4548e97ae7f335c23dc91"}

{}

{"result":"[\n  {\n    \"id\": \"132a4a1a-f60b-4dc4-b371-250b9851e825\",\n    \"name\": \"caveman\",\n    \"description\": \"\",\n    \"content\": \"---\\nname: caveman\\ndescription: \\u003e\\n  Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman\\n  while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra,\\n  wenyan-lite, wenyan-full, wenyan-ultra.\\n  Use when user says \\\"caveman mode\\\", \\\"talk like caveman\\\", \\\"use caveman\\\", \\\"less tokens\\\",\\n  \\\"be brief\\\", or invokes /caveman. Also auto-triggers when token efficiency is requested.\\n---\\n\\nRespond terse like smart caveman. All technical substance stay. Only fluff die.\\n\\n## Persistence\\n\\nACTIVE EVERY RESPONSE. No revert after many turns. No filler drift. Still active if unsure. Off only: \\\"stop caveman\\\" / \\\"normal mode\\\".\\n\\nDefault: **full**. Switch: `/caveman lite|full|ultra`.\\n\\n## Rules\\n\\nDrop: articles (a/an/the), filler (just/really/basically/actually/simply), pleasantries (sure/certainly/of course/happy to), hedging. Fragments OK. Short synonyms (big not extensive, fix not \\\"implement a solution for\\\"). Technical terms exact. Code blocks unchanged. Errors quoted exact.\\n\\nPattern: `[thing] [action] [reason]. [next step].`\\n\\nNot: \\\"Sure! I'd be happy to help you with that. The issue you're experiencing is likely caused by...\\\"\\nYes: \\\"Bug in auth middleware. Token expiry check use `\\u003c` not `\\u003c=`. Fix:\\\"\\n\\n## Intensity\\n\\n| Level | What change |\\n|-------|------------|\\n| **lite** | No filler/hedging. Keep articles + full sentences. Professional but tight |\\n| **full** | Drop articles, fragments OK, short synonyms. Classic caveman |\\n| **ultra** | Abbreviate (DB/auth/config/req/res/fn/impl), strip conjunctions, arrows for causality (X → Y), one word when one word enough |\\n| **wenyan-lite** | Semi-classical. Drop filler/hedging but keep grammar structure, classical register |\\n| **wenyan-full** | Maximum classical terseness. Fully 文言文. 80-90% character reduction. Classical sentence patterns, verbs precede objects, subjects often omitted, classical particles (之/乃/為/其) |\\n| **wenyan-ultra** | Extreme abbreviation while keeping classical Chinese feel. Maximum compression, ultra terse |\\n\\nExample — \\\"Why React component re-render?\\\"\\n- lite: \\\"Your component re-renders because you create a new object reference each render. Wrap it in `useMemo`.\\\"\\n- full: \\\"New object ref each render. Inline object prop = new ref = re-render. Wrap in `useMemo`.\\\"\\n- ultra: \\\"Inline obj prop → new ref → re-render. `useMemo`.\\\"\\n\\n## Auto-Clarity\\n\\nDrop caveman for: security warnings, irreversible action confirmations, multi-step sequences where fragment order risks misread, user asks to clarify or repeats question. Resume caveman after clear part done.\\n\\n## Boundaries\\n\\nCode/commits/PRs: write normal. \\\"stop caveman\\\" or \\\"normal mode\\\": revert. Level persist until changed or session end.\\n\",\n    \"metadata\": {},\n    \"hasEmbedding\": false,\n    \"projectId\": \"734476bc-20ef-4647-91db-a1d062632faa\",\n    \"scope\": \"project\",\n    \"createdAt\": \"2026-04-18T13:34:29Z\",\n    \"updatedAt\": \"2026-04-18T13:34:29Z\"\n  },\n  {\n    \"id\": \"43f79490-fe61-4a7e-9ef8-acc768fbf6ba\",\n    \"name\": \"flow-address-review\",\n    \"description\": \"\",\n    \"content\": \"# Address PR review comments\\n\\nYou are addressing PR review comments for a scenario implementation. Follow these steps exactly.\\n\\n## Steps\\n\\n1. **Read the PR comments** from `env.ExtraContext` (already in your prompt). Do NOT call any graph tools to find them.\\n2. **Check out the branch**: you are already on `implement/\\u003ckey\\u003e`. Verify with `git branch --show-current`.\\n3. **Read the relevant files** using `workspace_read` to understand the current code.\\n4. **Make the fixes** using `workspace_edit` or `workspace_write` for each comment.\\n5. **Commit**: `git add -A \\u0026\\u0026 git commit -m \\\"address-review: \\u003ckey\\u003e\\\"`\\n6. **Push**: `flow git-proxy git push --force-with-lease origin implement/\\u003ckey\\u003e` — if it fails, use `--force`.\\n7. **Done** — close the session.\\n\\n## Rules\\n\\n- Do NOT call `entity-query`, `graph-traverse`, or any graph tools. All context is in the prompt.\\n- Do NOT run `git checkout` — you are already on the correct branch.\\n- Do NOT re-read files after writing them.\\n- If push fails with auth error, the sandbox handles credentials — retry once with `--force`.\\n\",\n    \"metadata\": {},\n    \"hasEmbedding\": false,\n    \"projectId\": \"734476bc-20ef-4647-91db-a1d062632faa\",\n    \"scope\": \"project\",\n    \"createdAt\": \"2026-04-18T13:34:36Z\",\n    \"updatedAt\": \"2026-04-18T13:34:36Z\"\n  },\n  {\n    \"id\": \"166dffc2-c11e-4756-9343-f90acdad2f05\",\n    \"name\": \"flow-implement-memory-hints\",\n    \"description\": \"\",\n    \"content\": \"# Memory sandbox efficiency rules\\n\\nFollow these rules exactly — no exceptions. Each rule eliminates wasted steps.\\n\\n1. **Graph query**: call `graph-traverse` ONCE with `depth=5` from the scenario entity ID. Do NOT call `entity-query`, `entity-edges-get`, or `graph-traverse` again after that.\\n2. **Git branch**: you start on `main`. Run `git checkout -b {{branch}}` immediately. Do NOT try to checkout any other branch first.\\n3. **flow verify**: SKIP IT. There is no `.flow.yml` in the sandbox. Running it wastes steps.\\n4. **Env discovery**: Do NOT run `env | grep FLOW`, `git ls-remote | grep plan`, `git branch -a`, or `git log` to discover config. All values are in the session context above.\\n5. **Push conflict**: if `--force-with-lease` fails, use `--force` immediately. Do not inspect the remote branch.\\n6. **File verification**: trust your writes. Do NOT re-read files after writing them to verify content.\\n7. **PR**: after pushing, create the PR. If it already exists, skip. Done — close the session.\\n\",\n    \"metadata\": {},\n    \"hasEmbedding\": false,\n    \"projectId\": \"734476bc-20ef-4647-91db-a1d062632faa\",\n    \"scope\": \"project\",\n    \"createdAt\": \"2026-04-18T13:34:36Z\",\n    \"updatedAt\": \"2026-04-18T13:34:36Z\"\n  }\n]"}

{}

{"result":"[\n  {\n    \"id\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n    \"projectId\": \"734476bc-20ef-4647-91db-a1d062632faa\",\n    \"name\": \"builtin\",\n    \"enabled\": true,\n    \"type\": \"builtin\",\n    \"toolCount\": 110,\n    \"tools\": [\n      {\n        \"id\": \"36d5c272-a89d-46cd-b6e5-de45741f77b3\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"acp-get-run-status\",\n        \"description\": \"Get the current state of an agent run with ACP status mapping applied. Returns the full run object including output messages and await_request if paused.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"agent_name\": {\n              \"description\": \"ACP slug name of the agent that owns the run\",\n              \"type\": \"string\"\n            },\n            \"run_id\": {\n              \"description\": \"UUID of the agent run\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"agent_name\",\n            \"run_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"9e4e1f78-0b58-4112-8ab5-f0412d6b81f9\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"acp-list-agents\",\n        \"description\": \"List externally-visible agents via ACP semantics. Returns agent manifests for all agents with visibility='external' in ACP discovery format.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"include_status\": {\n              \"default\": false,\n              \"description\": \"Include status metrics (avg_run_tokens, avg_run_time_seconds, success_rate) for each agent\",\n              \"type\": \"boolean\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"7ebb1e18-f23c-4e89-8f0f-4f78d6e909e2\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"acp-trigger-run\",\n        \"description\": \"Create and execute a run against an externally-visible agent via ACP semantics. The agent must have visibility='external'. Stream mode is not supported via MCP — use sync or async.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"agent_name\": {\n              \"description\": \"ACP slug name of the agent to run (e.g. 'my-agent')\",\n              \"type\": \"string\"\n            },\n            \"message\": {\n              \"description\": \"Plain text input message for the agent\",\n              \"type\": \"string\"\n            },\n            \"mode\": {\n              \"default\": \"sync\",\n              \"description\": \"Execution mode: sync (block until complete) or async (return immediately). Default: sync.\",\n              \"enum\": [\n                \"sync\",\n                \"async\"\n              ],\n              \"type\": \"string\"\n            },\n            \"session_id\": {\n              \"description\": \"Optional ACP session ID to link this run to\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"agent_name\",\n            \"message\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"f8429fb0-7e74-46e7-aaf7-076dd214b8fb\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"adk-session-get\",\n        \"description\": \"Get a single ADK session by its ID, including all events (messages, tool calls, etc.).\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"session_id\": {\n              \"description\": \"ID of the ADK session\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"session_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"f118918f-3f59-4799-8b70-3742f6f16b0b\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"adk-session-list\",\n        \"description\": \"List ADK (Agent Development Kit) sessions for the current project. Returns session IDs, app names, user IDs, state, and timestamps.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"limit\": {\n              \"description\": \"Maximum number of sessions to return (default 50)\",\n              \"type\": \"integer\"\n            },\n            \"offset\": {\n              \"description\": \"Number of sessions to skip for pagination (default 0)\",\n              \"type\": \"integer\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"36b573bc-3bd0-4a09-a694-6b18b5bc6768\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-create\",\n        \"description\": \"Create a new runtime agent with schedule, trigger type, and execution configuration.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"config\": {\n              \"description\": \"Additional configuration as JSON object\",\n              \"type\": \"string\"\n            },\n            \"cron_schedule\": {\n              \"description\": \"Cron expression for scheduling (e.g. '0 */6 * * *' for every 6 hours)\",\n              \"type\": \"string\"\n            },\n            \"description\": {\n              \"description\": \"Human-readable description\",\n              \"type\": \"string\"\n            },\n            \"enabled\": {\n              \"default\": true,\n              \"description\": \"Whether the agent is enabled (default: true)\",\n              \"type\": \"boolean\"\n            },\n            \"execution_mode\": {\n              \"default\": \"execute\",\n              \"description\": \"How the agent executes actions\",\n              \"enum\": [\n                \"suggest\",\n                \"execute\",\n                \"hybrid\"\n              ],\n              \"type\": \"string\"\n            },\n            \"name\": {\n              \"description\": \"Name for the agent\",\n              \"type\": \"string\"\n            },\n            \"prompt\": {\n              \"description\": \"Prompt/instructions for the agent\",\n              \"type\": \"string\"\n            },\n            \"strategy_type\": {\n              \"description\": \"Strategy type for the agent (e.g. 'extraction', 'enrichment', 'analysis')\",\n              \"type\": \"string\"\n            },\n            \"trigger_type\": {\n              \"default\": \"schedule\",\n              \"description\": \"How the agent is triggered\",\n              \"enum\": [\n                \"schedule\",\n                \"manual\",\n                \"reaction\"\n              ],\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"name\",\n            \"strategy_type\",\n            \"cron_schedule\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"9ae4aee2-0ebd-4c8b-85f6-d36f71edde7b\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-def-create\",\n        \"description\": \"Create a new agent definition. Defines the configuration template for an agent including its system prompt, available tools, flow type, and visibility.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"config\": {\n              \"description\": \"Additional configuration as JSON object\",\n              \"type\": \"string\"\n            },\n            \"default_timeout\": {\n              \"description\": \"Default timeout in seconds for agent runs\",\n              \"type\": \"integer\"\n            },\n            \"description\": {\n              \"description\": \"Human-readable description of what this agent does\",\n              \"type\": \"string\"\n            },\n            \"flow_type\": {\n              \"default\": \"single\",\n              \"description\": \"Execution flow type\",\n              \"enum\": [\n                \"single\",\n                \"sequential\",\n                \"loop\"\n              ],\n              \"type\": \"string\"\n            },\n            \"is_default\": {\n              \"default\": false,\n              \"description\": \"Whether this is the default definition for the project\",\n              \"type\": \"boolean\"\n            },\n            \"max_steps\": {\n              \"description\": \"Maximum number of steps per run (global cap: 500)\",\n              \"type\": \"integer\"\n            },\n            \"name\": {\n              \"description\": \"Unique name for the agent definition\",\n              \"type\": \"string\"\n            },\n            \"system_prompt\": {\n              \"description\": \"System prompt that instructs the LLM how to behave\",\n              \"type\": \"string\"\n            },\n            \"tools\": {\n              \"description\": \"JSON array of tool names available to this agent (e.g. [\\\"query_entities\\\", \\\"create_entity\\\"])\",\n              \"type\": \"string\"\n            },\n            \"visibility\": {\n              \"default\": \"project\",\n              \"description\": \"Visibility level: external (ACP-discoverable), project (admin UI only), internal (other agents only)\",\n              \"enum\": [\n                \"external\",\n                \"project\",\n                \"internal\"\n              ],\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"name\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"8d3538b5-f616-4109-965b-7310110bee2f\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-def-delete\",\n        \"description\": \"Delete an agent definition by ID. This removes the configuration template but does not affect running agents.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"definition_id\": {\n              \"description\": \"The UUID of the agent definition to delete\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"definition_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"1c398431-1600-4954-9a45-76f6a5404bd2\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-def-get\",\n        \"description\": \"Get a single agent definition by ID with full details including system prompt, tools, model config, ACP config, and visibility settings.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"definition_id\": {\n              \"description\": \"The UUID of the agent definition to retrieve\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"definition_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"c608dab4-435c-421d-aa83-6c524dd7b665\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-def-list\",\n        \"description\": \"List all agent definitions for the current project. Agent definitions store agent configurations (system prompt, tools, flow type, visibility, ACP config). Returns summary DTOs with tool counts.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"include_internal\": {\n              \"default\": false,\n              \"description\": \"Include internal-visibility definitions (default: false)\",\n              \"type\": \"boolean\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"e937dd23-785d-4267-981e-fc26df86d3b8\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-delete\",\n        \"description\": \"Delete a runtime agent by ID. This stops any scheduled runs and removes the agent.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"agent_id\": {\n              \"description\": \"The UUID of the agent to delete\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"agent_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"b24d43da-ef91-4a2c-bd1a-3460e6649fa7\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-get\",\n        \"description\": \"Get a single runtime agent by ID with full details including schedule, trigger type, execution mode, and last run status.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"agent_id\": {\n              \"description\": \"The UUID of the agent to retrieve\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"agent_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"296e5c82-7bd2-498a-8536-3da1ab08f966\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-hook-create\",\n        \"description\": \"Create a new webhook hook for an agent. Returns the hook id and a one-time token for authenticating webhook calls.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"agent_id\": {\n              \"description\": \"UUID of the agent to add the hook to\",\n              \"type\": \"string\"\n            },\n            \"label\": {\n              \"description\": \"Human-readable label for this hook\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"agent_id\",\n            \"label\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"42bc1353-1f30-4ebd-9628-e7b5f8f6a5aa\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-hook-delete\",\n        \"description\": \"Delete a webhook hook by its ID.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"hook_id\": {\n              \"description\": \"UUID of the hook to delete\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"hook_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"2021d931-58e1-4751-a8be-cba38f0f0214\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-hook-list\",\n        \"description\": \"List all webhook hooks configured for an agent.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"agent_id\": {\n              \"description\": \"UUID of the agent\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"agent_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"0c9f2391-78ec-449e-9d2f-1d351df10a0f\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-list\",\n        \"description\": \"List all runtime agents for the current project, enriched with definition metadata. Each entry includes: id, name, enabled, triggerType, executionMode, lastRunAt, lastRunStatus, description, flowType, model, agentType, and tier. Use agent_name (not id) with trigger_agent.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"15cc5eeb-c5d3-4668-a550-5bb7d5a7747a\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-list-available\",\n        \"description\": \"List all available agents in the project catalog. Returns a lightweight summary with name, description, tools list, flow_type, and visibility for each agent definition. Does not include system prompts or IDs — use list_agent_definitions for full details.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"f5154996-4f71-49de-b38d-2dd60d9a4712\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-question-list\",\n        \"description\": \"List all questions asked by an agent during a specific run. Returns question text, status, and any response.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"run_id\": {\n              \"description\": \"UUID of the agent run\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"run_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"7d49a19d-b799-40f7-ba54-abad87561000\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-question-list-project\",\n        \"description\": \"List agent questions across all runs in the current project. Optionally filter by status.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"status\": {\n              \"description\": \"Filter by question status\",\n              \"enum\": [\n                \"pending\",\n                \"answered\",\n                \"expired\",\n                \"cancelled\"\n              ],\n              \"type\": \"string\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"6694cb56-2a4a-4785-af51-ae2c808eb44a\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-question-respond\",\n        \"description\": \"Submit a response to a pending agent question. The agent will be resumed with the provided answer.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"question_id\": {\n              \"description\": \"UUID of the agent question to respond to\",\n              \"type\": \"string\"\n            },\n            \"response\": {\n              \"description\": \"The response text to send to the agent\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"question_id\",\n            \"response\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"60ede5b8-794f-4052-8f50-45b3739845f8\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-run-get\",\n        \"description\": \"Get details of a single agent run including status, duration, step count, and error information.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"run_id\": {\n              \"description\": \"The UUID of the agent run to retrieve\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"run_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"5e3fd065-ed87-402b-b0b7-abaee40526d8\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-run-list\",\n        \"description\": \"List agent runs for the current project with pagination and optional filters by agent ID or status.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"agent_id\": {\n              \"description\": \"Filter by agent ID (UUID)\",\n              \"type\": \"string\"\n            },\n            \"limit\": {\n              \"default\": 20,\n              \"description\": \"Maximum number of results (1-100, default: 20)\",\n              \"maximum\": 100,\n              \"minimum\": 1,\n              \"type\": \"integer\"\n            },\n            \"offset\": {\n              \"default\": 0,\n              \"description\": \"Number of results to skip (default: 0)\",\n              \"minimum\": 0,\n              \"type\": \"integer\"\n            },\n            \"status\": {\n              \"description\": \"Filter by run status\",\n              \"enum\": [\n                \"queued\",\n                \"running\",\n                \"success\",\n                \"skipped\",\n                \"error\",\n                \"paused\",\n                \"cancelled\"\n              ],\n              \"type\": \"string\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"3a62daf1-26c9-4a54-b597-843f31fbe885\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-run-messages\",\n        \"description\": \"Get all LLM messages exchanged during an agent run, ordered by step number. Includes system, user, assistant, and tool_result messages.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"run_id\": {\n              \"description\": \"The UUID of the agent run\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"run_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"e1c1f98c-eb51-4de8-b8f4-21fe264d6fc4\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-run-status\",\n        \"description\": \"Poll the status of an agent run by ID. Intended for use after trigger_agent returns status=queued. Returns run_id, status, and optionally error/summary fields.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"run_id\": {\n              \"description\": \"The UUID of the agent run to poll\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"run_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"220e7919-08e5-4625-a384-8a3b1d5aca81\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"agent-run-tool-calls\",\n        \"description\": \"Get all tool calls made during an agent run, including input, output, status, and duration for each call.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"run_id\": {\n              \"description\": \"The UUID of the agent run\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"run_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"303c5891-f81e-4031-a8c3-56eb2d896ad4\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"document-delete\",\n        \"description\": \"Delete a document and all its associated chunks from the current project.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"document_id\": {\n              \"description\": \"UUID of the document to delete\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"document_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"fd8bfb93-2be1-41f9-a9dd-00e77461845b\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"document-get\",\n        \"description\": \"Get a single document by its ID. Returns full document metadata including conversion status, storage info, and chunk counts.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"document_id\": {\n              \"description\": \"UUID of the document to retrieve\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"document_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"19aa128f-ce77-4d39-902c-4d7f14aee70f\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"document-list\",\n        \"description\": \"List documents in the current project. Returns an array of document objects with id, filename, mimeType, conversionStatus, fileSizeBytes, and timestamps. Supports optional pagination.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"limit\": {\n              \"description\": \"Maximum number of documents to return (default 50)\",\n              \"type\": \"integer\"\n            },\n            \"source_type\": {\n              \"description\": \"Filter by source type (e.g. 'upload', 'github', 'web')\",\n              \"type\": \"string\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"547c6c00-0eec-4d06-8c4a-a6dbe96de862\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"document-upload\",\n        \"description\": \"Upload a document to the current project by providing its content as a base64-encoded string. The decoded content must not exceed 10 MB. Returns the created document id, title, and conversion status.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"content_base64\": {\n              \"description\": \"Base64-encoded file content\",\n              \"type\": \"string\"\n            },\n            \"filename\": {\n              \"description\": \"Original filename including extension (e.g. 'report.pdf', 'notes.md')\",\n              \"type\": \"string\"\n            },\n            \"mime_type\": {\n              \"description\": \"MIME type of the file (e.g. 'application/pdf', 'text/markdown'). Optional — inferred from filename if omitted.\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"filename\",\n            \"content_base64\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"659f3e12-da6d-4f05-9787-a15a9397ed93\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"embedding-config-update\",\n        \"description\": \"Update embedding worker runtime configuration. All fields are optional — only provided fields are changed. Returns the updated status.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"batch_size\": {\n              \"description\": \"Number of items to process per batch\",\n              \"type\": \"integer\"\n            },\n            \"concurrency\": {\n              \"description\": \"Number of concurrent workers (1–50)\",\n              \"type\": \"integer\"\n            },\n            \"enable_adaptive_scaling\": {\n              \"description\": \"Enable adaptive concurrency scaling based on error rate\",\n              \"type\": \"boolean\"\n            },\n            \"interval_ms\": {\n              \"description\": \"Worker polling interval in milliseconds\",\n              \"type\": \"integer\"\n            },\n            \"max_concurrency\": {\n              \"description\": \"Maximum concurrency when adaptive scaling is enabled (1–50)\",\n              \"type\": \"integer\"\n            },\n            \"min_concurrency\": {\n              \"description\": \"Minimum concurrency when adaptive scaling is enabled\",\n              \"type\": \"integer\"\n            },\n            \"stale_minutes\": {\n              \"description\": \"Minutes before a stale job is re-queued\",\n              \"type\": \"integer\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"68aef00c-eb91-4bf6-a403-52e95a7fc12a\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"embedding-pause\",\n        \"description\": \"Pause all embedding workers. Embedding jobs will stop being processed until resumed.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"6b631bb5-49fa-4e56-b856-ce9fc1a13660\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"embedding-resume\",\n        \"description\": \"Resume all embedding workers after they have been paused.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"6d5d82de-7f0d-477e-9236-58c71759b1b0\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"embedding-status\",\n        \"description\": \"Get the current status of all embedding workers (objects, relationships, sweep). Returns running/paused state and active configuration.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"1a60f7aa-69cd-4bbb-b59e-8df6de1f94e7\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"entity-create\",\n        \"description\": \"Create one or more entities (graph objects) in the project. Always pass an 'entities' array — use a single-element array for one entity. Each entity type should match a type defined in an installed schema. Returns slim {id, type, key} per entity. Each entity spec may include an optional 'relationships' array to create outgoing relationships atomically in the same call, avoiding a separate create_relationship call.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"entities\": {\n              \"description\": \"Array of entity specifications to create. Each item: {type (required), properties, key, status, labels, relationships?: [{type, source_id|target_id, properties}]}. Use source_id when the pre-existing entity should be the relationship source (source_id→new_entity). Use target_id when the new entity should be the source (new_entity→target_id).\",\n              \"type\": \"array\"\n            }\n          },\n          \"required\": [\n            \"entities\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"543cf4a8-ac34-4635-be9d-bb71626c97cc\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"entity-delete\",\n        \"description\": \"Soft-delete an entity. The entity can be restored later.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"entity_id\": {\n              \"description\": \"UUID of the entity to delete\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"entity_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"cca1e015-d2aa-473a-b696-a536f2e210c8\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"entity-edges-get\",\n        \"description\": \"Get all relationships (edges) for an entity. Returns incoming and outgoing relationships with connected entity information. Use this to traverse the graph and discover how entities are connected.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"entity_id\": {\n              \"description\": \"The UUID of the entity to get edges for\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"entity_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"4811c2cb-6a8d-4cd2-8d30-f5d7f84480b8\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"entity-history\",\n        \"description\": \"Get the version history of an entity by canonical ID. Returns a list of versions with their physical IDs, version numbers, and timestamps. Use entity-query with ids=[physical_id] to fetch the full properties of a specific historical version.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"entity_id\": {\n              \"description\": \"The canonical UUID of the entity to get history for\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"entity_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"90955e99-0f5f-424e-8450-df5182393178\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"entity-query\",\n        \"description\": \"Query entity instances by type with pagination and filtering. Returns actual entity data from the knowledge graph. Pass ids[] to fetch specific entities by canonical ID (bypasses type/pagination). Use branch parameter to query a specific branch (e.g. \\\"plan/main\\\"); omit for main branch.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"branch\": {\n              \"description\": \"Optional branch name (e.g. \\\"plan/main\\\") or branch UUID to query. Omit to query the main branch.\",\n              \"type\": \"string\"\n            },\n            \"fields\": {\n              \"description\": \"Optional list of property field names to return from the properties blob (e.g. [\\\"method\\\",\\\"path\\\"]). id, key, name, type, created_at, updated_at are always returned for free — do not include them here. When omitted, all properties are returned.\",\n              \"items\": {\n                \"type\": \"string\"\n              },\n              \"type\": \"array\"\n            },\n            \"filters\": {\n              \"description\": \"Optional property equality filters as key-value pairs (e.g. {\\\"status\\\": \\\"delivered\\\", \\\"priority\\\": \\\"high\\\"}). Only objects whose properties match ALL filters are returned.\",\n              \"type\": \"object\"\n            },\n            \"ids\": {\n              \"description\": \"Optional list of canonical entity IDs to fetch directly. When provided, type_name and pagination params are ignored.\",\n              \"items\": {\n                \"type\": \"string\"\n              },\n              \"type\": \"array\"\n            },\n            \"include_relationships\": {\n              \"default\": false,\n              \"description\": \"When true, each entity result includes its outgoing relationships (type, target_id, target_type, target_key). Eliminates the need for a separate traverse_graph call in simple cases.\",\n              \"type\": \"boolean\"\n            },\n            \"limit\": {\n              \"default\": 10,\n              \"description\": \"Maximum number of results (default: 10, max: 200)\",\n              \"maximum\": 200,\n              \"minimum\": 1,\n              \"type\": \"number\"\n            },\n            \"offset\": {\n              \"default\": 0,\n              \"description\": \"Pagination offset for results (default: 0)\",\n              \"minimum\": 0,\n              \"type\": \"number\"\n            },\n            \"sort_by\": {\n              \"default\": \"created_at\",\n              \"description\": \"Field to sort by (default: \\\"created_at\\\")\",\n              \"enum\": [\n                \"created_at\",\n                \"updated_at\",\n                \"name\"\n              ],\n              \"type\": \"string\"\n            },\n            \"sort_order\": {\n              \"default\": \"desc\",\n              \"description\": \"Sort direction (default: \\\"desc\\\")\",\n              \"enum\": [\n                \"asc\",\n                \"desc\"\n              ],\n              \"type\": \"string\"\n            },\n            \"type_name\": {\n              \"description\": \"Entity type to query (e.g., \\\"Decision\\\", \\\"Project\\\", \\\"Document\\\"). Required unless ids is provided.\",\n              \"type\": \"string\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"5ab8b6a5-6779-421d-935b-9d3a82b7b287\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"entity-restore\",\n        \"description\": \"Restore a soft-deleted entity.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"entity_id\": {\n              \"description\": \"UUID of the entity to restore\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"entity_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"2ed5a0aa-d688-410a-9331-3f72a8e58982\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"entity-search\",\n        \"description\": \"Search entities by text query across name, key, and description fields.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"limit\": {\n              \"default\": 10,\n              \"description\": \"Maximum number of results (default: 10, max: 50)\",\n              \"maximum\": 50,\n              \"minimum\": 1,\n              \"type\": \"number\"\n            },\n            \"query\": {\n              \"description\": \"Search query text\",\n              \"type\": \"string\"\n            },\n            \"type_name\": {\n              \"description\": \"Optional entity type filter\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"query\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"c4c4baa0-c900-415e-bf4a-66da50ab3598\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"entity-type-list\",\n        \"description\": \"List all available entity types in the knowledge graph with instance counts. Helps discover what entities can be queried.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"e39b4572-8a0f-48d4-b62c-bec7b61de449\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"entity-update\",\n        \"description\": \"Update an existing entity by creating a new version. Properties are merged with existing values (null removes a property).\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"entity_id\": {\n              \"description\": \"UUID of the entity to update\",\n              \"type\": \"string\"\n            },\n            \"labels\": {\n              \"description\": \"Optional labels to add\",\n              \"type\": \"array\"\n            },\n            \"properties\": {\n              \"description\": \"Properties to update (merged with existing, null removes)\",\n              \"type\": \"object\"\n            },\n            \"replace_labels\": {\n              \"description\": \"If true, replace all labels instead of merging (default: false)\",\n              \"type\": \"boolean\"\n            },\n            \"status\": {\n              \"description\": \"Optional new status\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"entity_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"22099d88-3bc7-4c33-92b1-b500c353f6c3\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"graph-traverse\",\n        \"description\": \"Multi-hop graph traversal starting from an entity. Discover non-obvious connections and relationships.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"direction\": {\n              \"default\": \"both\",\n              \"description\": \"Traversal direction: outgoing, incoming, or both (default: both)\",\n              \"enum\": [\n                \"outgoing\",\n                \"incoming\",\n                \"both\"\n              ],\n              \"type\": \"string\"\n            },\n            \"max_depth\": {\n              \"default\": 2,\n              \"description\": \"Maximum traversal depth (default: 2, max: 5)\",\n              \"maximum\": 5,\n              \"minimum\": 1,\n              \"type\": \"number\"\n            },\n            \"query_context\": {\n              \"description\": \"Optional search query to prioritize edges by relevance during traversal. When provided, edges at each BFS level are sorted by semantic similarity to this query.\",\n              \"type\": \"string\"\n            },\n            \"relationship_types\": {\n              \"description\": \"Optional filter by specific relationship types\",\n              \"type\": \"array\"\n            },\n            \"start_entity_id\": {\n              \"description\": \"UUID of the starting entity\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"start_entity_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"876115d6-aa54-4110-bb1a-772410fe6012\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"journal-add-note\",\n        \"description\": \"Add a markdown note to the project journal. Notes can be standalone or attached to a specific journal entry. Use to record observations, decisions, or context about graph changes.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"body\": {\n              \"description\": \"Markdown body of the note.\",\n              \"type\": \"string\"\n            },\n            \"journal_id\": {\n              \"description\": \"Optional UUID of a journal entry to attach this note to.\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"body\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"9671b085-87ea-4f45-9652-b457ff575736\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"journal-list\",\n        \"description\": \"List recent project journal entries — graph mutations (create, update, delete, batch, merge) and notes. Use since to filter by age (e.g. '7d', '24h'). Returns entries with event type, actor, metadata, and attached notes.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"branch_id\": {\n              \"description\": \"Optional branch UUID to filter entries by branch. Omit to view main branch entries only.\",\n              \"type\": \"string\"\n            },\n            \"include_branches\": {\n              \"description\": \"When true, includes entries from the main branch and all merged branches in a unified time-sorted feed.\",\n              \"type\": \"boolean\"\n            },\n            \"limit\": {\n              \"description\": \"Maximum number of entries to return. Default 100.\",\n              \"type\": \"integer\"\n            },\n            \"since\": {\n              \"description\": \"Show entries from the last N days/hours/minutes (e.g. '7d', '24h', '30m') or ISO-8601 timestamp. Defaults to last 7 days.\",\n              \"type\": \"string\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"b9d85d84-6818-4834-bfc5-3ffe09d79fc8\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"mcp-registry-get\",\n        \"description\": \"Get detailed information about a specific server from the official MCP registry, including all available transports (remotes, packages), required environment variables, and repository links.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"name\": {\n              \"description\": \"The registry server name (e.g. 'io.github.github/github-mcp-server'). Use search_mcp_registry to find server names.\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"name\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"487bd148-9230-469f-88f0-22b1e13b73a2\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"mcp-registry-install\",\n        \"description\": \"Install an MCP server from the official registry into the current project. Only servers with remote transports (HTTP/SSE) are supported — stdio-based packages (npm/pypi/oci) are blocked for security. Creates the server entry, attempts tool discovery, and returns required environment variables that must be configured before use.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"name\": {\n              \"description\": \"Optional custom name for the installed server. Defaults to a name derived from the registry name (e.g. 'github-mcp-server').\",\n              \"type\": \"string\"\n            },\n            \"registry_name\": {\n              \"description\": \"The registry server name to install (e.g. 'io.github.github/github-mcp-server'). Use search_mcp_registry to find available servers.\",\n              \"type\": \"string\"\n            },\n            \"version\": {\n              \"description\": \"Version to install (default: 'latest')\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"registry_name\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"28303b31-964b-4fc2-91a5-65c0d4e6dfc0\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"mcp-server-create\",\n        \"description\": \"Register a new external MCP server. Supports stdio, sse, and http transport types. Builtin servers are managed automatically.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"args\": {\n              \"description\": \"JSON array of command arguments (for stdio type)\",\n              \"type\": \"string\"\n            },\n            \"command\": {\n              \"description\": \"Command to execute (required for stdio type)\",\n              \"type\": \"string\"\n            },\n            \"enabled\": {\n              \"default\": true,\n              \"description\": \"Whether the server is enabled (default: true)\",\n              \"type\": \"boolean\"\n            },\n            \"env\": {\n              \"description\": \"JSON object of environment variables (for stdio type)\",\n              \"type\": \"string\"\n            },\n            \"headers\": {\n              \"description\": \"JSON object of HTTP headers (for sse and http types)\",\n              \"type\": \"string\"\n            },\n            \"name\": {\n              \"description\": \"Unique name for the MCP server within this project\",\n              \"type\": \"string\"\n            },\n            \"type\": {\n              \"description\": \"Transport type for connecting to the server\",\n              \"enum\": [\n                \"stdio\",\n                \"sse\",\n                \"http\"\n              ],\n              \"type\": \"string\"\n            },\n            \"url\": {\n              \"description\": \"Server URL (required for sse and http types)\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"name\",\n            \"type\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"010a49cf-c0a3-4a20-b64b-337cb0e8ab7b\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"mcp-server-delete\",\n        \"description\": \"Delete an external MCP server and all its cached tools. Builtin servers cannot be deleted.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"server_id\": {\n              \"description\": \"The UUID of the MCP server to delete\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"server_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"c27764b4-1345-4294-b84a-acd623080b98\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"mcp-server-get\",\n        \"description\": \"Get details of a specific MCP server by ID, including all its registered tools with their enabled/disabled status.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"server_id\": {\n              \"description\": \"The UUID of the MCP server to retrieve\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"server_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"e8085e28-7d41-48b5-8ca0-fabe8f8f1f7a\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"mcp-server-inspect\",\n        \"description\": \"Inspect/test-connect an MCP server. Creates a fresh ephemeral connection, captures the server's identity (name, version, protocol), capabilities, and enumerates all tools, prompts, and resources the server exposes. Connection errors are reported in the response (status: 'error') rather than as failures.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"server_id\": {\n              \"description\": \"The UUID of the MCP server to inspect\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"server_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"72a61781-f687-4991-8ac6-012d266f1d4f\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"mcp-server-list\",\n        \"description\": \"List all registered MCP servers for the current project. Returns both builtin and external servers with their type, status, and tool count.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"6ba9351a-8104-406a-9c67-9fdca5929e75\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"migration-archive-get\",\n        \"description\": \"SAFE READ-ONLY: Get detailed migration archive for a specific object. Shows complete history of dropped fields across all migrations, with timestamps and versions. Use this to see exactly what data would be restored if you rollback. For actual rollback, recommend user to use CLI: ./bin/migrate-schema -project \\u003cuuid\\u003e --rollback --rollback-version \\u003cversion\\u003e -dry-run=false\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"object_id\": {\n              \"description\": \"UUID of the object to get archive for\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"object_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"ffd05f17-c709-434b-9f58-650a28959c7d\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"migration-archive-list\",\n        \"description\": \"SAFE READ-ONLY: List objects that have migration archives (dropped fields from previous migrations). Shows which objects have recoverable data and what fields were dropped. Use this to understand what data can be restored via rollback.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"limit\": {\n              \"default\": 20,\n              \"description\": \"Maximum number of objects to return (default: 20, max: 100)\",\n              \"maximum\": 100,\n              \"minimum\": 1,\n              \"type\": \"number\"\n            },\n            \"offset\": {\n              \"default\": 0,\n              \"description\": \"Pagination offset (default: 0)\",\n              \"minimum\": 0,\n              \"type\": \"number\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"dcee92ad-2fc5-4531-b955-69b2e3605d63\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"project-create\",\n        \"description\": \"Create a new project under the authenticated user's organization. Returns the new project's id, name, and orgId. If org_id is omitted it is resolved from the caller's authentication context.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"name\": {\n              \"description\": \"Name of the new project\",\n              \"type\": \"string\"\n            },\n            \"org_id\": {\n              \"description\": \"UUID of the organization to create the project under. Optional — defaults to the caller's organization from auth context.\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"name\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"56659a3c-a831-41c5-880a-a908a64a9a8f\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"project-get\",\n        \"description\": \"Returns the project info document — a markdown document describing this knowledge base's purpose, goals, audience, and context. Call this to understand what this project is about before working with its data.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"160065bf-c433-4f4d-8bda-d091146d2109\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"provider-configure-org\",\n        \"description\": \"Configure or update an LLM provider at the organization level (e.g. set Google AI API key).\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"api_key\": {\n              \"description\": \"API key for the provider\",\n              \"type\": \"string\"\n            },\n            \"gcp_project\": {\n              \"description\": \"GCP project ID for Vertex AI\",\n              \"type\": \"string\"\n            },\n            \"location\": {\n              \"description\": \"GCP region for Vertex AI (e.g. 'us-central1')\",\n              \"type\": \"string\"\n            },\n            \"org_id\": {\n              \"description\": \"UUID of the organization. Optional — defaults to the caller's organization.\",\n              \"type\": \"string\"\n            },\n            \"provider_name\": {\n              \"description\": \"Provider identifier (e.g. 'google', 'vertex')\",\n              \"type\": \"string\"\n            },\n            \"service_account_json\": {\n              \"description\": \"Service account JSON for Vertex AI (alternative to api_key)\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"provider_name\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"b1d2891f-453a-4eb2-b5db-674de299edda\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"provider-configure-project\",\n        \"description\": \"Configure or update an LLM provider at the project level, overriding the org-level config.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"api_key\": {\n              \"description\": \"API key for the provider\",\n              \"type\": \"string\"\n            },\n            \"gcp_project\": {\n              \"description\": \"GCP project ID for Vertex AI\",\n              \"type\": \"string\"\n            },\n            \"location\": {\n              \"description\": \"GCP region for Vertex AI (e.g. 'us-central1')\",\n              \"type\": \"string\"\n            },\n            \"provider_name\": {\n              \"description\": \"Provider identifier (e.g. 'google', 'vertex')\",\n              \"type\": \"string\"\n            },\n            \"service_account_json\": {\n              \"description\": \"Service account JSON for Vertex AI (alternative to api_key)\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"provider_name\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"f694c676-34d4-48d4-931f-f82aedb0dde8\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"provider-list-org\",\n        \"description\": \"List all LLM provider configurations for an organization. Returns provider name, model selections, and credential source.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"org_id\": {\n              \"description\": \"UUID of the organization. Optional — defaults to the caller's organization.\",\n              \"type\": \"string\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"93bd7e1c-4f26-4d5e-a57b-d5d5e6e81d58\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"provider-models-list\",\n        \"description\": \"List available models for a given LLM provider. Optionally filter by model type (generative or embedding).\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"model_type\": {\n              \"description\": \"Filter by model type\",\n              \"enum\": [\n                \"generative\",\n                \"embedding\"\n              ],\n              \"type\": \"string\"\n            },\n            \"provider_name\": {\n              \"description\": \"Provider identifier (e.g. 'google', 'vertex')\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"provider_name\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"9ab7c2ec-20c1-4d0d-82b5-54c81935fc8d\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"provider-test\",\n        \"description\": \"Test an LLM provider configuration by sending a minimal generation request. Returns the model used and the response.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"provider_name\": {\n              \"description\": \"Provider identifier to test (e.g. 'google', 'vertex')\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"provider_name\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"552d9cc4-85a0-4c1c-8b2f-7edd88d3e397\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"provider-usage-get\",\n        \"description\": \"Get LLM usage statistics (token counts, costs) for the organization.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"org_id\": {\n              \"description\": \"UUID of the organization. Optional — defaults to the caller's organization.\",\n              \"type\": \"string\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"6c469eb3-4033-401d-98c0-b3957077f1b3\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"relationship-create\",\n        \"description\": \"Create one or more relationships between entities. Always pass a 'relationships' array — use a single-element array for one relationship. Each relationship type should match a type defined in an installed schema. Returns slim {id, type, source_id, target_id} per relationship. TIP: for creating an entity and linking it in one call, use the 'relationships' field on the entity spec in create_entity instead.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"relationships\": {\n              \"description\": \"Array of relationship specifications to create. Each item: {type (required), source_id (required), target_id (required), properties, weight}\",\n              \"type\": \"array\"\n            }\n          },\n          \"required\": [\n            \"relationships\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"8b6767e6-19c6-49f3-855a-3f31d27c6a10\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"relationship-delete\",\n        \"description\": \"Soft-delete a relationship between two entities.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"relationship_id\": {\n              \"description\": \"UUID of the relationship to delete\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"relationship_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"6131d864-f1a8-43ed-99ac-7b8e1e2c9f22\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"relationship-list\",\n        \"description\": \"Query relationships with optional filters. Returns paginated list of relationships in the knowledge graph.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"limit\": {\n              \"default\": 50,\n              \"description\": \"Maximum number of results (default: 50, max: 100)\",\n              \"maximum\": 100,\n              \"minimum\": 1,\n              \"type\": \"number\"\n            },\n            \"source_id\": {\n              \"description\": \"Optional filter by source entity UUID\",\n              \"type\": \"string\"\n            },\n            \"target_id\": {\n              \"description\": \"Optional filter by target entity UUID\",\n              \"type\": \"string\"\n            },\n            \"type\": {\n              \"description\": \"Optional filter by relationship type\",\n              \"type\": \"string\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"5674b0f5-9647-4aae-a7bb-9769e345f5fa\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"relationship-update\",\n        \"description\": \"Update an existing relationship's properties or weight.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"properties\": {\n              \"description\": \"Properties to update (merged with existing)\",\n              \"type\": \"object\"\n            },\n            \"relationship_id\": {\n              \"description\": \"UUID of the relationship to update\",\n              \"type\": \"string\"\n            },\n            \"weight\": {\n              \"description\": \"Optional new weight for the relationship\",\n              \"type\": \"number\"\n            }\n          },\n          \"required\": [\n            \"relationship_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"cae549b0-52d5-451f-a98f-4e44dd128f57\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-assign\",\n        \"description\": \"Install a memory schema to the project. This registers the schema's object types in the project's type registry, making them available for entity creation and extraction.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"disabled_types\": {\n              \"description\": \"Optional list of specific type names to disable\",\n              \"type\": \"array\"\n            },\n            \"enabled_types\": {\n              \"description\": \"Optional list of specific type names to enable (default: all types)\",\n              \"type\": \"array\"\n            },\n            \"schema_id\": {\n              \"description\": \"The UUID of the schema to install\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"schema_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"cb1acbd3-adc0-4446-a809-6ae117f258cd\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-assignment-update\",\n        \"description\": \"Update a schema assignment. Toggle active status or modify customizations.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"active\": {\n              \"description\": \"Set the active status of the schema\",\n              \"type\": \"boolean\"\n            },\n            \"assignment_id\": {\n              \"description\": \"The UUID of the schema assignment to update\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"assignment_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"7467c131-3317-4bb2-bc4b-01c3d4e6e4e9\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-compiled-types\",\n        \"description\": \"Return the compiled (merged) set of object and relationship types currently active in this project, across all installed schemas. Optionally includes shadow detection metadata.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"verbose\": {\n              \"description\": \"When true, includes schemaId, schemaName, schemaVersion, and shadowed flag for each type\",\n              \"type\": \"boolean\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"70cc8b46-2136-4452-b0e0-48b7d217cd3d\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-create\",\n        \"description\": \"Create a new memory schema in the global registry. Requires object type schemas at minimum.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"author\": {\n              \"description\": \"Author name or organization\",\n              \"type\": \"string\"\n            },\n            \"description\": {\n              \"description\": \"Description of the schema\",\n              \"type\": \"string\"\n            },\n            \"extraction_prompts\": {\n              \"description\": \"Optional extraction prompts per type\",\n              \"type\": \"object\"\n            },\n            \"name\": {\n              \"description\": \"Name of the schema\",\n              \"type\": \"string\"\n            },\n            \"object_type_schemas\": {\n              \"description\": \"Object type schemas as a JSON object mapping type names to JSON Schema definitions\",\n              \"type\": \"object\"\n            },\n            \"relationship_type_schemas\": {\n              \"description\": \"Optional relationship type schemas\",\n              \"type\": \"object\"\n            },\n            \"ui_configs\": {\n              \"description\": \"Optional UI configuration per type\",\n              \"type\": \"object\"\n            },\n            \"version\": {\n              \"description\": \"Version string (e.g., \\\"1.0.0\\\")\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"name\",\n            \"version\",\n            \"object_type_schemas\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"7c0cda9e-f3b0-4d2f-8581-312e28da3641\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-delete\",\n        \"description\": \"Delete a memory schema from the global registry. Cannot delete system schemas or schemas that are currently installed in any project.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"schema_id\": {\n              \"description\": \"The UUID of the memory schema to delete\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"schema_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"16813876-a853-48ec-b112-81931a4d7056\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-get\",\n        \"description\": \"Get detailed information about a specific memory schema including all type definitions, UI configs, and extraction prompts.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"schema_id\": {\n              \"description\": \"The UUID of the schema to retrieve\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"schema_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"2d739842-236d-42b0-b30d-83ee5deac41d\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-history\",\n        \"description\": \"List the full installation history for schemas in this project, including schemas that have been uninstalled. Useful for auditing which schemas were used over time.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"7ba49918-c43d-4be5-82a5-501bab384a56\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-list\",\n        \"description\": \"List all available memory schemas in the global registry. Schemas define object types, relationships, and extraction prompts for knowledge graph entities.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"include_deprecated\": {\n              \"default\": false,\n              \"description\": \"Include deprecated schemas (default: false)\",\n              \"type\": \"boolean\"\n            },\n            \"limit\": {\n              \"default\": 20,\n              \"description\": \"Maximum number of results (default: 20, max: 100)\",\n              \"maximum\": 100,\n              \"minimum\": 1,\n              \"type\": \"number\"\n            },\n            \"page\": {\n              \"default\": 1,\n              \"description\": \"Page number for pagination (default: 1)\",\n              \"minimum\": 1,\n              \"type\": \"number\"\n            },\n            \"search\": {\n              \"description\": \"Optional search term to filter schemas by name or description\",\n              \"type\": \"string\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"44d7be53-a320-44ac-915d-b60192dcbfdd\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-list-available\",\n        \"description\": \"Get all schemas available for a project with their installation status. Shows which schemas are installed, active, and their object type counts.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"ebe009ae-52a8-41f4-82fb-ab38699d1a33\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-list-installed\",\n        \"description\": \"Get all schemas currently installed in the project with their configuration and active status.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"c99e7711-1ee2-42f2-9e60-80ccdbe638c7\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-migrate-commit\",\n        \"description\": \"Permanently discard migration archive data up to a given schema version. This prunes migration_archive entries from all project objects for versions \\u003c= through_version. Irreversible — only do this after confirming rollback is no longer needed.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"through_version\": {\n              \"description\": \"Archive entries for versions \\u003c= this value will be deleted (e.g., '1.2.0')\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"through_version\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"95cd0fc4-75d5-4c0b-8150-8482c7ca0d42\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-migrate-execute\",\n        \"description\": \"Execute a schema migration for all project objects, applying type/property renames and archiving removed properties. Returns counts of migrated and failed objects.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"force\": {\n              \"description\": \"Force migration even if risk level is dangerous (default: false)\",\n              \"type\": \"boolean\"\n            },\n            \"from_schema_id\": {\n              \"description\": \"UUID of the schema to migrate from\",\n              \"type\": \"string\"\n            },\n            \"max_objects\": {\n              \"description\": \"Maximum number of objects to migrate in this batch (0 = no limit)\",\n              \"minimum\": 0,\n              \"type\": \"number\"\n            },\n            \"to_schema_id\": {\n              \"description\": \"UUID of the schema to migrate to\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"from_schema_id\",\n            \"to_schema_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"c6e72c56-0d48-4040-a1aa-b0b78b3b2aad\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-migrate-preview\",\n        \"description\": \"Preview a schema migration from one installed schema version to another. Runs a dry-run against all project objects, returning per-type risk breakdown (safe/cautious/risky/dangerous) and an overall risk level. NO CHANGES ARE MADE. Use before execute to understand impact.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"from_schema_id\": {\n              \"description\": \"UUID of the currently installed schema to migrate from\",\n              \"type\": \"string\"\n            },\n            \"to_schema_id\": {\n              \"description\": \"UUID of the target schema to migrate to\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"from_schema_id\",\n            \"to_schema_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"a6d278fc-89d9-44ec-80ca-3672492d4628\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-migrate-rollback\",\n        \"description\": \"Rollback a schema migration by restoring archived property data for objects migrated to a given schema version. Optionally re-installs old schema types in a single transaction.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"restore_type_registry\": {\n              \"description\": \"If true, re-installs old schema types and removes new type additions (default: false)\",\n              \"type\": \"boolean\"\n            },\n            \"to_version\": {\n              \"description\": \"Schema version to roll back to (e.g., '1.2.0')\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"to_version\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"3decb563-5e5b-4a63-bd76-bb29f02ec5e1\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-migration-job-status\",\n        \"description\": \"Get the current status and progress of an async schema migration job. Returns status (pending/running/completed/failed), objects migrated/failed counts, and any error message.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"job_id\": {\n              \"description\": \"UUID of the migration job to check\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"job_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"997c9991-ed55-499d-9e49-4e2107ee4838\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-migration-preview\",\n        \"description\": \"SAFE READ-ONLY: Preview what would happen if objects are migrated from one schema version to another. Shows risk assessment (safe/cautious/risky/dangerous), fields that would be dropped, type coercions, and validation errors. NO CHANGES ARE MADE. Use this before actual migration to understand impact. If dangerous, recommend user to use CLI: ./bin/migrate-schema -project \\u003cuuid\\u003e -from \\u003cold\\u003e -to \\u003cnew\\u003e\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"from_version\": {\n              \"description\": \"Current schema version (e.g., '1.0.0')\",\n              \"type\": \"string\"\n            },\n            \"sample_size\": {\n              \"default\": 10,\n              \"description\": \"Number of objects to analyze (default: 10, max: 50)\",\n              \"maximum\": 50,\n              \"minimum\": 1,\n              \"type\": \"number\"\n            },\n            \"to_version\": {\n              \"description\": \"Target schema version (e.g., '2.0.0')\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"from_version\",\n            \"to_version\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"c0178f15-939b-48a5-860d-0e95b8e5ce27\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-uninstall\",\n        \"description\": \"Remove a memory schema from the project. This will fail if any objects still exist using types from this schema.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"assignment_id\": {\n              \"description\": \"The UUID of the schema assignment to remove\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"assignment_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"49a60f10-4896-4686-84f5-ea16d08d5b66\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"schema-version\",\n        \"description\": \"Get the current schema version and metadata. Returns version hash, timestamp, total types, and relationships.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"43e19dff-b0de-44df-80f8-509773e470a0\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"search-hybrid\",\n        \"description\": \"Advanced search combining full-text, semantic similarity, and graph context. Most powerful search option for AI agents.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"labels\": {\n              \"description\": \"Optional label filters\",\n              \"type\": \"array\"\n            },\n            \"limit\": {\n              \"default\": 20,\n              \"description\": \"Maximum number of results (default: 20, max: 100)\",\n              \"maximum\": 100,\n              \"minimum\": 1,\n              \"type\": \"number\"\n            },\n            \"query\": {\n              \"description\": \"Search query text\",\n              \"type\": \"string\"\n            },\n            \"types\": {\n              \"description\": \"Optional entity type filters (e.g., [\\\"Decision\\\", \\\"Project\\\"])\",\n              \"type\": \"array\"\n            }\n          },\n          \"required\": [\n            \"query\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"93636979-c469-4a99-8d0a-96a7dcae55ba\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"search-knowledge\",\n        \"description\": \"Ask a question against the project's knowledge graph. The system finds relevant entities and relationships, then generates a grounded answer using the connected LLM provider. Returns the assembled answer text, a truncated flag if the response was cut short, and a session_id to continue the conversation. Pass session_id from a prior call to continue a previous conversation.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"mode\": {\n              \"description\": \"Query mode (default: 'graph'). Use 'semantic' for embedding-based search, 'hybrid' for combined.\",\n              \"enum\": [\n                \"graph\",\n                \"semantic\",\n                \"hybrid\"\n              ],\n              \"type\": \"string\"\n            },\n            \"question\": {\n              \"description\": \"The question to ask against the knowledge base\",\n              \"type\": \"string\"\n            },\n            \"session_id\": {\n              \"description\": \"Optional session ID to continue a previous query conversation. Use the session_id returned from a prior search-knowledge call.\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"question\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"921511d7-987e-4e14-9493-56eb8b1e4be6\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"search_mcp_registry\",\n        \"description\": \"Search the official MCP registry (registry.modelcontextprotocol.io) for available MCP servers. Returns server names, descriptions, available transports (remote/stdio), and required environment variables.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"cursor\": {\n              \"description\": \"Pagination cursor from a previous search result's nextCursor field\",\n              \"type\": \"string\"\n            },\n            \"limit\": {\n              \"default\": 20,\n              \"description\": \"Maximum number of results to return (default: 20, max: 100)\",\n              \"type\": \"number\"\n            },\n            \"query\": {\n              \"description\": \"Search query for finding MCP servers (case-insensitive substring match on server names). Leave empty to list all servers.\",\n              \"type\": \"string\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"ae5720ee-8759-4282-9917-ee4c016bf339\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"search-semantic\",\n        \"description\": \"Search entities by semantic meaning using vector embeddings. Finds conceptually similar entities even with different wording.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"limit\": {\n              \"default\": 20,\n              \"description\": \"Maximum number of results (default: 20, max: 50)\",\n              \"maximum\": 50,\n              \"minimum\": 1,\n              \"type\": \"number\"\n            },\n            \"query\": {\n              \"description\": \"Natural language query describing what you're looking for\",\n              \"type\": \"string\"\n            },\n            \"types\": {\n              \"description\": \"Optional entity type filters\",\n              \"type\": \"array\"\n            }\n          },\n          \"required\": [\n            \"query\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"50106ceb-5706-49c7-b956-9f457e47e837\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"search-similar\",\n        \"description\": \"Find entities similar to a given entity based on semantic similarity.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"entity_id\": {\n              \"description\": \"UUID of the entity to find similar entities for\",\n              \"type\": \"string\"\n            },\n            \"limit\": {\n              \"default\": 10,\n              \"description\": \"Maximum number of results (default: 10, max: 50)\",\n              \"maximum\": 50,\n              \"minimum\": 1,\n              \"type\": \"number\"\n            },\n            \"types\": {\n              \"description\": \"Optional entity type filters for results\",\n              \"type\": \"array\"\n            }\n          },\n          \"required\": [\n            \"entity_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"0d29e9a1-4066-450e-a1d2-2c699e128b4a\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"skill-create\",\n        \"description\": \"Create a new project-scoped skill. Returns the created skill's id, name, description, and scope.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"content\": {\n              \"description\": \"The skill content / instructions\",\n              \"type\": \"string\"\n            },\n            \"description\": {\n              \"description\": \"Human-readable description of what this skill does\",\n              \"type\": \"string\"\n            },\n            \"name\": {\n              \"description\": \"Skill name (lowercase alphanumeric with hyphens, e.g. 'my-skill')\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"name\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"5c52ecfa-67c7-4760-b88f-853e243154ce\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"skill-delete\",\n        \"description\": \"Delete a skill by its UUID.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"skill_id\": {\n              \"description\": \"UUID of the skill to delete\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"skill_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"879d6fdd-1f3b-47ad-8066-c89943c87f95\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"skill-get\",\n        \"description\": \"Get a single skill by its UUID. Returns the full skill including content, description, scope, and metadata.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"skill_id\": {\n              \"description\": \"UUID of the skill to retrieve\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"skill_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"7be2135b-7e2d-438a-89d9-46a13a000a0d\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"skill-list\",\n        \"description\": \"List skills available to the current project. Returns an array of skill objects with id, name, description, content, scope, and metadata.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"f692a0b1-eaf8-40dc-a098-a369845dea21\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"skill-update\",\n        \"description\": \"Update an existing skill's description, content, or metadata.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"content\": {\n              \"description\": \"New content (optional)\",\n              \"type\": \"string\"\n            },\n            \"description\": {\n              \"description\": \"New description (optional)\",\n              \"type\": \"string\"\n            },\n            \"skill_id\": {\n              \"description\": \"UUID of the skill to update\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"skill_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"3a9fac0c-d204-4d2b-ae14-156b6d424048\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"sync_mcp_server_tools\",\n        \"description\": \"Sync tool definitions from an external MCP server. By default, connects to the server and calls tools/list to auto-discover available tools. Optionally, tools can be provided manually. New tools are enabled by default; removed tools are cleaned up.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"server_id\": {\n              \"description\": \"The UUID of the MCP server to sync tools from\",\n              \"type\": \"string\"\n            },\n            \"tools\": {\n              \"description\": \"Optional JSON array of tool definitions with name, description, and inputSchema. If omitted, tools are auto-discovered by connecting to the server.\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"server_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"337bc465-5b32-45f4-8352-8ede66de4d37\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"tag-list\",\n        \"description\": \"Get all unique tags/labels used in the project with counts.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"6bcb348f-fd5e-4aff-a4a6-54e5d9911f6a\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"toggle_mcp_server_tool\",\n        \"description\": \"Enable or disable a specific tool from an MCP server. Disabled tools are excluded from the agent tool pool.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"enabled\": {\n              \"description\": \"Whether the tool should be enabled\",\n              \"type\": \"boolean\"\n            },\n            \"tool_id\": {\n              \"description\": \"The UUID of the tool to toggle\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"tool_id\",\n            \"enabled\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"c99ba149-89c2-4c2d-9256-1e4995dde4ab\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"token-create\",\n        \"description\": \"Create a new API token for the current project. Returns the token id, name, scopes, and the raw token value (shown once only).\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"name\": {\n              \"description\": \"Human-readable name for this token (1–255 chars)\",\n              \"type\": \"string\"\n            },\n            \"scopes\": {\n              \"description\": \"Comma-separated list of scopes. Valid values: schema:read, data:read, data:write, agents:read, agents:write, projects:read, projects:write\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"name\",\n            \"scopes\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"640282b1-0820-43e1-8af0-41580806ff1f\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"token-get\",\n        \"description\": \"Get a project API token by its ID. Returns metadata and the encrypted token value if available.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"token_id\": {\n              \"description\": \"UUID of the API token\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"token_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"600c3109-7d0e-481d-a1f9-cba4c53c6a52\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"token-list\",\n        \"description\": \"List all API tokens for the current project. Returns token metadata (id, name, prefix, scopes, created at) but not the raw token value.\",\n        \"inputSchema\": {\n          \"properties\": {},\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"c47a253c-0f81-4dca-9469-8bdab6d54835\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"token-revoke\",\n        \"description\": \"Revoke (permanently disable) a project API token. This cannot be undone.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"token_id\": {\n              \"description\": \"UUID of the API token to revoke\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"token_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"d5bf15d8-e193-4137-98f0-d97a3c07542e\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"trace-get\",\n        \"description\": \"Get the full span tree for a specific trace by ID. Returns all spans with their operation names, durations, tags, and parent/child relationships.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"trace_id\": {\n              \"description\": \"The trace ID to retrieve\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"trace_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"d8f9f607-e493-4173-b5c2-55b756279a89\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"trace-list\",\n        \"description\": \"List recent traces from Tempo. Returns trace IDs, root span names, durations, and timestamps. Returns an empty list when tracing is not configured.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"end\": {\n              \"description\": \"End time for the search window (RFC3339, default now)\",\n              \"type\": \"string\"\n            },\n            \"limit\": {\n              \"description\": \"Maximum number of traces to return (default 20, max 100)\",\n              \"type\": \"integer\"\n            },\n            \"min_duration\": {\n              \"description\": \"Minimum trace duration filter (e.g. '100ms', '1s')\",\n              \"type\": \"string\"\n            },\n            \"service_name\": {\n              \"description\": \"Filter traces by service name\",\n              \"type\": \"string\"\n            },\n            \"start\": {\n              \"description\": \"Start time for the search window (RFC3339, default 1 hour ago)\",\n              \"type\": \"string\"\n            },\n            \"tags\": {\n              \"description\": \"Filter by tags in key=value format, comma-separated (e.g. 'http.status_code=200,service.name=memory-server')\",\n              \"type\": \"string\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"15da8a85-5ac1-410d-b910-4f0ec35f7fa6\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"trigger_agent\",\n        \"description\": \"Trigger a run of an agent. Provide either agent_name (preferred) or agent_id (UUID). Optionally provide a structured message object with instructions and/or a task_id hint. For agents with dispatch_mode=queued, returns immediately with run_id and status=queued; use get_run_status to poll for completion. For sync agents, blocks until execution completes.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"agent_id\": {\n              \"description\": \"The UUID of the agent to trigger. Use agent_name instead when possible.\",\n              \"type\": \"string\"\n            },\n            \"agent_name\": {\n              \"description\": \"The name of the agent to trigger (e.g. \\\"research-manager\\\"). Preferred over agent_id.\",\n              \"type\": \"string\"\n            },\n            \"message\": {\n              \"description\": \"Optional structured message for this run. Provide { \\\"instructions\\\": \\\"...\\\", \\\"task_id\\\": \\\"...\\\" }. Both fields are optional. task_id is an advisory hint. Alternatively, a plain string is also accepted for backward compatibility.\",\n              \"type\": \"object\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"3fdc14e7-e763-44d5-866a-acada56c4797\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"update_agent\",\n        \"description\": \"Update an existing runtime agent. Only provided fields are updated (partial update).\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"agent_id\": {\n              \"description\": \"The UUID of the agent to update\",\n              \"type\": \"string\"\n            },\n            \"cron_schedule\": {\n              \"description\": \"New cron schedule\",\n              \"type\": \"string\"\n            },\n            \"description\": {\n              \"description\": \"New description\",\n              \"type\": \"string\"\n            },\n            \"enabled\": {\n              \"description\": \"Enable or disable the agent\",\n              \"type\": \"boolean\"\n            },\n            \"execution_mode\": {\n              \"description\": \"New execution mode\",\n              \"enum\": [\n                \"suggest\",\n                \"execute\",\n                \"hybrid\"\n              ],\n              \"type\": \"string\"\n            },\n            \"name\": {\n              \"description\": \"New name\",\n              \"type\": \"string\"\n            },\n            \"prompt\": {\n              \"description\": \"New prompt/instructions\",\n              \"type\": \"string\"\n            },\n            \"trigger_type\": {\n              \"description\": \"New trigger type\",\n              \"enum\": [\n                \"schedule\",\n                \"manual\",\n                \"reaction\"\n              ],\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"agent_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"3b95ed68-961e-4f85-81a6-a9d395aa1cda\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"update_agent_definition\",\n        \"description\": \"Update an existing agent definition. Only provided fields are updated (partial update).\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"default_timeout\": {\n              \"description\": \"New default timeout in seconds\",\n              \"type\": \"integer\"\n            },\n            \"definition_id\": {\n              \"description\": \"The UUID of the agent definition to update\",\n              \"type\": \"string\"\n            },\n            \"description\": {\n              \"description\": \"New description\",\n              \"type\": \"string\"\n            },\n            \"flow_type\": {\n              \"description\": \"New flow type\",\n              \"enum\": [\n                \"single\",\n                \"sequential\",\n                \"loop\"\n              ],\n              \"type\": \"string\"\n            },\n            \"is_default\": {\n              \"description\": \"Whether this is the default definition\",\n              \"type\": \"boolean\"\n            },\n            \"max_steps\": {\n              \"description\": \"New maximum steps per run\",\n              \"type\": \"integer\"\n            },\n            \"name\": {\n              \"description\": \"New name for the agent definition\",\n              \"type\": \"string\"\n            },\n            \"system_prompt\": {\n              \"description\": \"New system prompt\",\n              \"type\": \"string\"\n            },\n            \"visibility\": {\n              \"description\": \"New visibility level\",\n              \"enum\": [\n                \"external\",\n                \"project\",\n                \"internal\"\n              ],\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"definition_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"141b3c6d-777a-48f1-9272-7c04bd821983\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"update_mcp_server\",\n        \"description\": \"Update an existing MCP server configuration. Only provided fields are updated (partial update). Builtin servers can only be enabled/disabled.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"command\": {\n              \"description\": \"New command (stdio type only)\",\n              \"type\": \"string\"\n            },\n            \"enabled\": {\n              \"description\": \"Enable or disable the server\",\n              \"type\": \"boolean\"\n            },\n            \"name\": {\n              \"description\": \"New name for the server\",\n              \"type\": \"string\"\n            },\n            \"server_id\": {\n              \"description\": \"The UUID of the MCP server to update\",\n              \"type\": \"string\"\n            },\n            \"url\": {\n              \"description\": \"New URL (sse/http types only)\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"server_id\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"457fb3e6-80a6-455f-b7cb-4a7f13f12c2e\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"web-fetch\",\n        \"description\": \"Fetch the content of a URL and return it as markdown, plain text, or raw HTML. Use this when you already know the URL you need to read (retrieval). For finding URLs, use brave_web_search instead.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"format\": {\n              \"default\": \"markdown\",\n              \"description\": \"Output format: markdown (default), text, or html\",\n              \"enum\": [\n                \"markdown\",\n                \"text\",\n                \"html\"\n              ],\n              \"type\": \"string\"\n            },\n            \"timeout\": {\n              \"default\": 30,\n              \"description\": \"Timeout in seconds (default: 30, max: 120)\",\n              \"maximum\": 120,\n              \"minimum\": 1,\n              \"type\": \"number\"\n            },\n            \"url\": {\n              \"description\": \"The URL to fetch (must start with http:// or https://)\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"url\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"3779a322-6d76-45ea-800b-80caaf56c3d7\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"web-search-brave\",\n        \"description\": \"Search the web using the Brave Search API. Returns web search results with titles, URLs, descriptions, and snippets. Use this to find current information, research topics, or verify facts from the web.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"count\": {\n              \"default\": 10,\n              \"description\": \"Number of results to return (default: 10, max: 20)\",\n              \"maximum\": 20,\n              \"minimum\": 1,\n              \"type\": \"number\"\n            },\n            \"freshness\": {\n              \"description\": \"Filter results by freshness: pd (past day), pw (past week), pm (past month), py (past year)\",\n              \"enum\": [\n                \"pd\",\n                \"pw\",\n                \"pm\",\n                \"py\"\n              ],\n              \"type\": \"string\"\n            },\n            \"offset\": {\n              \"default\": 0,\n              \"description\": \"Pagination offset for results (default: 0)\",\n              \"minimum\": 0,\n              \"type\": \"number\"\n            },\n            \"query\": {\n              \"description\": \"The search query string\",\n              \"type\": \"string\"\n            }\n          },\n          \"required\": [\n            \"query\"\n          ],\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"configKeys\": [\n          \"api_key\"\n        ],\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      },\n      {\n        \"id\": \"9aabbbf8-8700-4dc9-a21d-3cbe0dfd6798\",\n        \"serverId\": \"be4bb91b-9de6-462d-9673-7d33e22de502\",\n        \"toolName\": \"web-search-reddit\",\n        \"description\": \"Search Reddit posts or browse subreddit listings. Returns post titles, URLs, scores, comment counts, and authors. Use 'query' to search all of Reddit, 'subreddit' to browse a specific community, or both to search within a subreddit. No API key required.\",\n        \"inputSchema\": {\n          \"properties\": {\n            \"count\": {\n              \"default\": 10,\n              \"description\": \"Number of posts to return (default: 10, max: 25)\",\n              \"maximum\": 25,\n              \"minimum\": 1,\n              \"type\": \"number\"\n            },\n            \"query\": {\n              \"description\": \"Search query string (optional if 'subreddit' is provided)\",\n              \"type\": \"string\"\n            },\n            \"sort\": {\n              \"default\": \"hot\",\n              \"description\": \"Sort order: hot (default), new, top, relevance (for search)\",\n              \"enum\": [\n                \"hot\",\n                \"new\",\n                \"top\",\n                \"relevance\"\n              ],\n              \"type\": \"string\"\n            },\n            \"subreddit\": {\n              \"description\": \"Subreddit name to search within or browse (without r/ prefix, e.g. 'MachineLearning'). Optional if 'query' is provided.\",\n              \"type\": \"string\"\n            },\n            \"time\": {\n              \"default\": \"day\",\n              \"description\": \"Time filter for 'top' sort: hour, day (default), week, month, year, all\",\n              \"enum\": [\n                \"hour\",\n                \"day\",\n                \"week\",\n                \"month\",\n                \"year\",\n                \"all\"\n              ],\n              \"type\": \"string\"\n            }\n          },\n          \"type\": \"object\"\n        },\n        \"enabled\": true,\n        \"createdAt\": \"2026-04-16T23:23:15.105572Z\"\n      }\n    ],\n    \"createdAt\": \"2026-04-16T23:23:15.066513Z\",\n    \"updatedAt\": \"2026-04-16T23:23:15.066513Z\"\n  }\n]"}