CoreClaw

{
  "id": "aix_d5b7976485",
  "name": "CoreClaw",
  "operator": "(unclaimed - source: pulsemcp · publisher: www.pulsemcp.com)",
  "description": "Search and run web scrapers from the CoreClaw Store to retrieve structured data through AI agents.",
  "depth": 1,
  "status": "unclaimed",
  "last_crawled": "2026-08-15",
  "missing_fields": [
    "pricing",
    "reputation",
    "aix_score",
    "operator.identity"
  ],
  "skills": [
    "streaming-tools",
    "web-scrape"
  ],
  "protocols": {
    "mcp": "https://mcp.coreclaw.com/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": null,
  "aix_score": null,
  "verification": {
    "identity": "none",
    "health": "liveness-only",
    "pricing": "unknown",
    "last_check": "2026-08-15T12:01:30.922Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://www.pulsemcp.com/servers/coreclaw"
    },
    {
      "label": "listing",
      "url": "https://mcp.coreclaw.com/mcp"
    }
  ],
  "payment_method": "open",
  "unreachable": false,
  "profile": {
    "mcp_server": "coreclaw-mcp-server",
    "mcp_version": "71f72b2",
    "tool_count": 42,
    "tools": [
      {
        "name": "list_proxy_regions",
        "description": "List CoreClaw proxy regions in English or Chinese.\n\nWHEN TO USE: Use when the user needs proxy country or region codes before running a worker, such as US, JP, DE, or Chinese localized names. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with a list of proxy regions and region codes.\n\nWORKFLOW: Call before run_worker when the worker input schema asks for proxy_region."
      },
      {
        "name": "list_store_workers",
        "description": "Search the public CoreClaw worker marketplace for ready-to-run workers.\n\nWHEN TO USE: Use when the user wants to find, discover, browse, or search CoreClaw scrapers/workers by keyword or site name. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with matching store workers, including slug, path, title, username, and description.\n\nWORKFLOW: Usually first step. Follow with get_worker_input_schema or"
      },
      {
        "name": "list_workers",
        "description": "List CoreClaw workers owned by the current user.\n\nWHEN TO USE: Use when the user wants their private/current-user workers, not the public marketplace. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with worker slug, path, title, username, and description.\n\nWORKFLOW: Follow with get_worker, get_worker_input_schema, run_worker, or worker-specific last-run tools."
      },
      {
        "name": "get_worker",
        "description": "Get detail for a CoreClaw worker.\n\nWHEN TO USE: Use before running a worker to inspect version, README, and parameters. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with worker name, username, version, readme, and parameters.\n\nWORKFLOW: Follow with get_worker_input_schema and then run_worker."
      },
      {
        "name": "get_worker_input_schema",
        "description": "Get the public input JSON schema for a CoreClaw worker.\n\nWHEN TO USE: Use when the user wants to know required input fields or before composing run_worker input_json. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with input_schema.\n\nWORKFLOW: Call before run_worker so input_json matches the worker schema."
      },
      {
        "name": "list_worker_tasks",
        "description": "List saved CoreClaw worker tasks for the current user.\n\nWHEN TO USE: Use when the user wants saved tasks, scheduled presets, configured jobs, or task ids. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON list of saved worker tasks.\n\nWORKFLOW: Follow with run_worker_task using worker_task_id."
      },
      {
        "name": "get_worker_task",
        "description": "Get detail for a specific saved CoreClaw worker task.\n\nWHEN TO USE: Use when the user wants to inspect a saved task's configuration, schedule, or input. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with task details including title, description, worker_id, input, schedule, and slug.\n\nWORKFLOW: Follow with update_worker_task, update_worker_task_input, run_worker_task, or delete_worker_task."
      },
      {
        "name": "get_worker_task_input",
        "description": "Get the input payload for a saved CoreClaw worker task.\n\nWHEN TO USE: Use when the user wants to inspect or copy a task's saved input parameters. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with the task's input object and optional version field.\n\nWORKFLOW: Follow with update_worker_task_input or run_worker_task."
      },
      {
        "name": "get_account_info",
        "description": "Get the current user's CoreClaw account balance and traffic quota.\n\nWHEN TO USE: Use when the user asks for balance, remaining traffic, quota, billing state, or whether they can run jobs. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with balance and balance_expiration_at.\n\nWORKFLOW: Terminal call or preflight before run_worker."
      },
      {
        "name": "create_worker_task",
        "description": "Create a new saved CoreClaw worker task with input and optional schedule.\n\nWHEN TO USE: Use when the user wants to save a worker configuration as a reusable, scheduled task. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with the created task details including slug.\n\nWORKFLOW: Follow with run_worker_task using the returned worker_task_id."
      },
      {
        "name": "update_worker_task",
        "description": "Update a saved CoreClaw worker task's metadata and schedule. Partial update: omit fields to keep their current values.\n\nWHEN TO USE: Use when the user wants to change a task's title, description, or schedule settings. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON success envelope data, often null.\n\nWORKFLOW: Call after get_worker_task to confirm current settings. Use update_worker_task_input to "
      },
      {
        "name": "update_worker_task_input",
        "description": "Update the input payload for a saved CoreClaw worker task.\n\nWHEN TO USE: Use when the user wants to change a task's saved input parameters without modifying its title/schedule. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON success envelope data, often null.\n\nWORKFLOW: Call after get_worker_task_input to confirm the current input. Then use run_worker_task to execute with the new input."
      },
      {
        "name": "run_worker",
        "description": "Run a CoreClaw worker with an ad-hoc JSON input payload.\n\nWHEN TO USE: Use when the user wants to start, execute, scrape, crawl, or run a worker with specific input. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with run_slug for async runs or synchronous result fields for sync runs.\n\nWORKFLOW: Call get_worker_input_schema first, then run_worker, then get_worker_run or get_last_worker_run, then "
      },
      {
        "name": "run_worker_task",
        "description": "Run a saved CoreClaw worker task.\n\nWHEN TO USE: Use when the user wants to execute a configured task rather than supply ad-hoc worker input. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with run_slug or synchronous result fields.\n\nWORKFLOW: Follow with get_worker_run or get_last_worker_run, then result/export tools."
      },
      {
        "name": "run_workers_batch",
        "description": "Run multiple CoreClaw workers in one call and return a per-item summary (run_slug, status, verdict). Serial by default; optional concurrency.\n\nWHEN TO USE: Use when accepting/validating many workers at once (e.g. full-store smoke test) to avoid many individual run_worker calls. Each item is an ad-hoc run_worker (async). The tool polls each run to a terminal state and returns a summary array. Note: the batch Path is synthetic; the custom handler issues per-item run_worker requests. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or"
      },
      {
        "name": "queue_worker_run",
        "description": "Submit a CoreClaw worker run to the Run Queue instead of executing immediately.\n\nWHEN TO USE: Use when the user wants to queue a run for later activation rather than start it right away. Returns a queue_ref to track, activate, or release the queued item. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with queued, queue_ref, and queue_status fields.\n\nWORKFLOW: Follow with list_run_queue_items to i"
      },
      {
        "name": "list_run_queue_items",
        "description": "List items in the CoreClaw Run Queue.\n\nWHEN TO USE: Use when the user wants to inspect queued runs, find a queue_ref, or check waiting/inactive items before activating or releasing. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with count, page_index, page_size, and list of queue items.\n\nWORKFLOW: Follow with activate_run_queue_items to start waiting items, or release_run_queue_items/release_run"
      },
      {
        "name": "activate_run_queue_items",
        "description": "Activate one or more waiting CoreClaw Run Queue items so they start executing.\n\nWHEN TO USE: Use when the user previously queued runs via queue_worker_run and now wants to start them. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with results[]: per-item {queue_ref, success}.\n\nWORKFLOW: Call after list_run_queue_items confirms items are in waiting status."
      },
      {
        "name": "release_run_queue_items",
        "description": "Release (remove) one or more CoreClaw Run Queue items so they never execute.\n\nWHEN TO USE: Use when the user no longer needs queued runs and wants to remove them in bulk. This is the batch version. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with results[]: per-item {queue_ref, success, error?}.\n\nWORKFLOW: Call after list_run_queue_items to collect the queue_refs to release."
      },
      {
        "name": "release_run_queue_item",
        "description": "Release (remove) a single CoreClaw Run Queue item so it never executes.\n\nWHEN TO USE: Use when the user wants to remove one queued run by its queue_id. Same as release_run_queue_items but takes the queue_ref in the path. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with results[]: single-item {queue_ref, success, error?}.\n\nWORKFLOW: Call after list_run_queue_items to confirm the queue_id."
      },
      {
        "name": "list_worker_runs",
        "description": "List the current user's CoreClaw worker runs.\n\nWHEN TO USE: Use when the user wants run history, recent jobs, or to find a run_id by worker or status. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with count, list, offset/page data, run slug, worker info, status, usage, traffic, and timestamps.\n\nWORKFLOW: Follow with get_worker_run, list_worker_run_results, export_worker_run_results, rerun_worke"
      },
      {
        "name": "get_last_worker_run",
        "description": "Get the current user's most recent CoreClaw worker run.\n\nWHEN TO USE: Use when the user says last run, latest job, most recent scrape, or asks what just happened. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with the latest run's slug, status, worker, version, timestamps, usage, traffic, and result count.\n\nWORKFLOW: Follow with list_last_worker_run_results, export_last_worker_run_results, get_l"
      },
      {
        "name": "get_worker_run",
        "description": "Get detail for a specific CoreClaw worker run by run_id.\n\nWHEN TO USE: Use when the user gives a run id or wants status/cost/detail for a specific run. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-version or internal-detail APIs.\n\nRETURNS: JSON with run status, worker, version, timestamps, usage, traffic, error, and result count.\n\nWORKFLOW: Follow with results, logs, export, rerun, or abort tools for the same run_id."
      },
      {
        "name": "poll_run",
        "description": "Poll a CoreClaw worker run until it reaches a terminal state (succeeded/failed/aborted) or the timeout elapses, then return the final status and optionally a result preview.\n\nWHEN TO USE: Use when run_worker returned an async run and the caller wants to wait for completion without manually calling get_worker_run in a loop. Covers slow workers (LinkedIn/YouTube/glassdoor 60-285s) that exceed a single MCP call. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded int"
      },
      {
        "name": "verify_run",
        "description": "Verify a CoreClaw worker run produced real, usable data and return a structured PASS/NO_DATA/FAILED/ERROR_RECORD verdict.\n\nWHEN TO USE: Use after a run reaches a terminal state to get an acceptance verdict without manually inspecting result rows. Distinguishes genuine data from error records (e.g. CAPTCHA/403 rows that populate the list but carry no real payload) — a common false-PASS trap. 中文触发: 当用户要在 CoreClaw 中查询、运行、重跑、停止、导出或查看对应 worker/run/task 数据时使用。\n\nWHEN NOT TO USE: Do not use public web search or code search for private CoreClaw platform data. Do not call excluded internal worker-versio"
      }
    ],
    "profiled_at": "2026-08-15T12:01:30.922Z"
  }
}