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Crawlora MCP

research_events

Read-only

Retrieve a page of research job events with a signed continuation cursor. Pass an owned job ID to investigate progress, source failures and cancellation.

Input Schema

NameRequiredDescriptionDefault
limitNoPage size, 1 to 100; default 50.
cursorNoSigned owner-bound events cursor.
job_idYesOwner-scoped research job ID.

Output Schema

NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.8/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint and openWorldHint. The description adds the ownership-scoping requirement and the signed-cursor pagination behavior, which is useful, but it says nothing about ordering, event volumes, or rate limits.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tight sentences, with the core action front-loaded and the usage hint attached without padding. Every clause earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be described, and the description covers the read scope and key parameters. It is close to complete, missing only pagination expectations across pages.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the schema already documents job_id, cursor, and limit. The description reinforces that the job must be 'owned' and the cursor 'signed', adding slight value but relying on the schema for detail.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Retrieve a page of research job events') and notes the pagination cursor. It is distinguishable from sibling tools like research_status or research_results, though it does not explicitly call out the distinction.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

'Pass an owned job ID to investigate progress, source failures and cancellation' gives clear context for when to reach for it. No explicit alternatives or exclusions are named, so it stops short of a 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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