AI Web Research & Research Brief Agent

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io.github.industrial-platform-ai/research-briefv1.0.2

x402 cited web research and synthesis for agents. $1.99 per completed brief.

Research & Knowledge

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abort-actor-run Destructive

Abort an Actor run that is currently starting or running. For runs with status SUCCEEDED, FAILED, ABORTING, ABORTED, or TIMED-OUT, this call has no effect. The results will include the updated run details after the abort request. USAGE: - Use when you need to stop a run that is taking too long or misconfigured. USAGE EXAMPLES: - user_input: Abort run y2h7sK3Wc - user_input: Gracefully abort run y2h7sK3Wc This tool requires an x402 payment. Include a valid x402 payment signature in the request metadata (_meta["x402/payment"]). Your MCP client must support the x402 payment protocol.

runIdstring, required

The ID of the Actor run to abort.

gracefullyboolean

If true, the Actor run will abort gracefully with a 30-second timeout.

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Tools (5)

abort-actor-run

destructive

Argument	Type	Description
runId*	string	The ID of the Actor run to abort.
gracefully	boolean	If true, the Actor run will abort gracefully with a 30-second timeout.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "runId"
  ],
  "properties": {
    "runId": {
      "type": "string",
      "minLength": 1,
      "description": "The ID of the Actor run to abort."
    },
    "gracefully": {
      "type": "boolean",
      "description": "If true, the Actor run will abort gracefully with a 30-second timeout."
    }
  },
  "additionalProperties": false
}

get-actor-run

Get detailed information about a specific Actor run. Returns run result: status, storages (datasets/keyValueStores alias map), stats, summary, nextStep. - summary describes the past (e.g. "SUCCEEDED in 22s. 47 items; 3 fields available."). - nextStep prescribes one primary follow-up action with identifiers interpolated (e.g. "Use get-dataset-items with datasetId=..."). - waitSecs (0–45, default 30) waits up to that many seconds for terminal status before returning. USAGE: - Use to check the status of a run started by any Actor-running tool. - Pass waitSecs > 0 to block until terminal (or until the cap elapses). USAGE EXAMPLES: - user_input: Show details of run y2h7sK3Wc - user_input: Wait for run y2h7sK3Wc to finish This tool requires an x402 payment. Include a valid x402 payment signature in the request metadata (_meta["x402/payment"]). Your MCP client must support the x402 payment protocol.

read-only

Argument	Type	Description
runId*	string	The ID of the Actor run.
waitSecs	integer	Maximum seconds to wait for the run to reach a terminal state (SUCCEEDED, FAILED, ABORTED, TIMED-OUT). 0 returns immediately with the current status. Cap: 45. Default: 30.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "runId"
  ],
  "properties": {
    "runId": {
      "type": "string",
      "minLength": 1,
      "description": "The ID of the Actor run."
    },
    "waitSecs": {
      "type": "integer",
      "default": 30,
      "maximum": 45,
      "minimum": 0,
      "description": "Maximum seconds to wait for the run to reach a terminal state (SUCCEEDED, FAILED, ABORTED, TIMED-OUT).\n0 returns immediately with the current status. Cap: 45. Default: 30."
    }
  },
  "additionalProperties": false
}

get-dataset-items

Get items (rows) from a dataset — the output/results produced by an Actor run. Returns the rows themselves, not dataset metadata, counts, or a schema. When the user provides a datasetId and asks to retrieve results, output, data, or rows, call this tool directly. Default limit is 20. Use clean=true to skip empty items and hidden fields. USAGE: - Use when you need to read data from a dataset (all items or only selected fields). USAGE EXAMPLES: - user_input: Retrieve results from dataset abc123 - user_input: Get only metadata.url and title from dataset username~my-dataset This tool requires an x402 payment. Include a valid x402 payment signature in the request metadata (_meta["x402/payment"]). Your MCP client must support the x402 payment protocol.

read-only

Argument	Type	Description
desc	boolean	If true, results are returned in reverse order (newest to oldest).
omit	string	Comma-separated list of fields to exclude from results.
clean	boolean	If true, returns only non-empty items and skips hidden fields (starting with #). Shortcut for skipHidden=true and skipEmpty=true.
limit	integer	Maximum number of items to return. Default is 20.
fields	string	Comma-separated list of fields to include in results. Fields in output are sorted as specified. Use dot notation for nested objects (e.g. "metadata.url"); the server auto-flattens parent prefixes.

get-key-value-store-record

Get the value stored under a specific key in a key-value store — a single record, not a listing of all keys. Requires the exact key name. The response preserves the original Content-Encoding; most clients handle decompression automatically. USAGE: - Use when you need to retrieve a specific record (JSON, text, or binary) from a store. USAGE EXAMPLES: - user_input: Get record INPUT from store abc123 - user_input: Get record data.json from store username~my-store This tool requires an x402 payment. Include a valid x402 payment signature in the request metadata (_meta["x402/payment"]). Your MCP client must support the x402 payment protocol.

read-only

Argument	Type	Description
recordKey*	string	Key of the record to retrieve.
keyValueStoreId*	string	Key-value store ID or username~store-name.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "keyValueStoreId",
    "recordKey"
  ],
  "properties": {
    "recordKey": {
      "type": "string",
      "minLength": 1,
      "description": "Key of the record to retrieve."
    },
    "keyValueStoreId": {
      "type": "string",
      "minLength": 1,
      "description": "Key-value store ID or username~store-name."
    }
  },
  "additionalProperties": false
}

industrial_platform--research-brief-agent

This tool calls the Actor "industrial_platform/research-brief-agent" and retrieves its output results. Actor description: Use for current cited multi-source research, comparisons, and fact verification. Returns a synthesized brief with citations. $1.99 per completed brief; failed runs are not billed. This tool requires an x402 payment. Include a valid x402 payment signature in the request metadata (_meta["x402/payment"]). Your MCP client must support the x402 payment protocol.

destructive

Argument	Type	Description
context	string	Optional decision context, constraints, audience, or background that should shape the research.
waitSecs	integer	Max seconds (0–45, default 30) to cap the wait for the Actor run to reach terminal state. For long-running Actors the response returns at the cap with the current run status; follow `nextStep` to poll via get-actor-run. Set to 0 to fire-and-forget.
requirements	string	Optional output and evidence requirements such as comparison criteria, source preferences, tables, calculations, citations, or unresolved-fact handling.
research_question*	string	REQUIRED REQUIRED. The current multi-source research question to investigate. Use a specific question that needs web research, comparison, verification, citations, or synthesis. Example values: "What are the current official Model Context Protocol transport options in the latest specification?"

Input schema (JSON)