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procurement_catalog

Free public discovery. List Blinka/Little Life Moths bounded service offers plus the machine-readable procurement request schema and public submission channels. Does not accept work, take payment, or expose private Mika state.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
problemNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.4/5.0
Behavior4/5

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

With no annotations provided, the description carries the full burden, and it does disclose a real side-effect profile: free, public, read-only discovery that does not accept work, take payment, or expose private state. It stops short of rates, caching, or what a caller gets back, but the non-mutating contract is clearly stated.

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

Conciseness4/5

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

Three short sentences, front-loaded with the value proposition ('Free public discovery') followed by scope and then constraints. Nothing is padded, though the middle sentence is dense with unfamiliar terminology.

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, so the description should say what a caller receives, and it only loosely gestures at 'service offers' and a 'procurement request schema' without describing their shape. Combined with an undocumented parameter and no annotations, it is adequate but leaves real gaps.

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

Parameters2/5

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

The single parameter 'problem' is optional and has 0% schema description coverage, so the schema provides no meaning at all. The description never mentions the parameter, so an agent cannot tell whether 'problem' is a free-text search query, a procurement problem statement, or something else.

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 names a specific verb and resource: 'List Blinka/Little Life Moths bounded service offers plus the machine-readable procurement request schema and public submission channels.' That is far more than a restatement of the name, though the idiom 'bounded service offers' and 'Blinka/Little Life Moths' is opaque and it never differentiates itself from the sibling validate_procurement_request.

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?

'Free public discovery' implies the discovery use case and the closing sentence narrows what the tool is not for ('Does not accept work, take payment'), which implies work submission belongs elsewhere. However, no alternative is named and there is no explicit when-to-use condition relative to the sibling validate_procurement_request.

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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