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Frontier Signal

List buyer programmes

list_buyer_programmes
Read-onlyIdempotent

List verified buyer programmes (and other sources) from a public baseline. Returns name, url, band, referral, categories, status, notes, and type. An empty list means no rows matched — programmes are never invented.

Input Schema

NameRequiredDescriptionDefault
typeNoFilter by source type: buyer, lab, or seed. Omit for all.
statusNoFilter by exact status (case-insensitive), e.g. ok, browser-ok, dead, board-only, 200.
categoryNoSubstring match against the categories field (case-insensitive).
observedNoBaseline date YYYY-MM-DD. Omit for the latest committed cut.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive, and closed-world behavior, so the safety profile is covered. The description adds genuinely useful context beyond that: the returned field set and the guarantee that an empty list means no match rather than invented data, which guards against hallucination.

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 resource and scope front-loaded, followed by the return fields and the empty-result guarantee. No wasted wording.

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?

With no output schema, the description usefully enumerates the returned fields and explains empty-result semantics. For a simple read-only list tool with fully documented parameters, this is nearly complete, missing only explicit sibling routing.

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%, so all four filters (type, status, category, observed) are already documented in the schema. The description adds no parameter-level meaning beyond that, 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?

States a specific verb and resource ('List verified buyer programmes') and clarifies the source scope ('and other sources') plus the baseline origin. It is distinguishable from the singular sibling get_programme, though it does not name that sibling explicitly.

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 listing verb and the type filter, but there is no explicit when-to-use guidance or routing versus siblings like get_programme or list_observed_dates. An agent must infer that this is the bulk-enumeration tool.

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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