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lpa_summary_pack

Paid LPA summary pack: apps + status_mix + risk_flags. Returns Stripe Checkout URL (£0.49). Soft-Offer outbound is OFF.

Input Schema

NameRequiredDescriptionDefault
sizeNoPack size (default 25, max 100)
lpaOrPostcodeYesLPA / council name OR UK postcode

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior3/5

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

With no annotations, the description does disclose key transactional behavior: it is paid, costs £0.49, returns a Stripe Checkout URL, and disables soft-offer outbound. However, it does not explain side effects, whether the pack is generated before or after checkout, auth requirements, or what happens next.

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?

The description is short and front-loads the pack identity, contents, and return value. Some phrases like 'Soft-Offer outbound is OFF' and 'apps + status_mix + risk_flags' are cryptic, but there is no unnecessary padding.

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

Completeness2/5

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

For a payment/checkout tool with no annotations and no output schema, the description is missing important lifecycle details: whether the summary pack is generated immediately, what the agent should do with the Stripe URL, and how it relates to redeem_pack. It gives the return type but not enough surrounding context.

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 both parameters are already documented in the input schema. The description does not add parameter-specific meaning, but the baseline for fully documented schemas is 3.

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 identifies a specific paid LPA summary pack and lists its contents (apps + status_mix + risk_flags), then clarifies that it returns a Stripe Checkout URL. This is enough to distinguish it from a free planning pack, though the action is implied by 'Returns' rather than stated with a clear verb.

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

Usage Guidelines2/5

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

There is no explicit guidance on when to use this tool versus siblings like planning_pack or redeem_pack. The mention of 'Paid' and 'Soft-Offer outbound is OFF' hints at context but does not tell the agent when this tool is the correct 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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