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ChronoKey

extract.and.fetch

Extract structured entities from text, then fetch the first URL found and return its content. Costs $0.012 USD.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
textYesText containing at least one URL.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden. It usefully discloses a concrete cost ($0.012 USD) and the network side effect of fetching only the first URL, but says nothing about failure behavior when the fetch fails, rate limits, or what happens to the extracted entities in the response.

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 short sentences that front-load the pipeline and append the cost. Every clause earns its place with no filler or repetition.

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

Completeness3/5

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

There is no output schema and no annotations, so the description must cover the return contract. It says the fetched URL content is returned, but leaves ambiguous whether the extracted entities are also returned, how they are structured, or what happens on fetch failure.

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 description coverage is 100% and there is a single parameter, so the schema already documents it fully. The description adds only that a URL will be pulled from the text, which the schema's description ('Text containing at least one URL') already conveys, so the baseline 3 applies.

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?

The description states a specific two-step pipeline — extract entities from text, then fetch the first URL found and return its content — so an agent knows exactly what the tool does. It does not explicitly distinguish itself from the sibling extract.and.summarize, which is the closest alternative, so it misses the top mark.

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

Usage Guidelines3/5

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

Usage is implied by the mechanics: use it when you need entity extraction plus the fetched content of the first embedded URL. There is no explicit when-not guidance and no mention of extract.and.summarize as the alternative for summarization, so the agent must infer the choice.

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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