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Have I Been Pwned

Have I Been Pwned - Latest Breach

hibp_get_latest_breach
Read-onlyIdempotent

Return the most recently added public breach currently loaded into HIBP.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
response_formatNoFormat only the text content as markdown (default) or a JSON string. The same machine-readable data is always returned in structuredContent.markdown

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
breachNo
messageNoPresent when the tool returns an error.
guidanceNoAdditional guidance for resolving the tool error.
statusCodeNoPresent when the tool returns an error.
rateLimitResetAtNoUTC timestamp indicating when the current rate limit window should have reset.
retryAfterHeadersNoRetry headers that mirror the standard HTTP rate-limit response when applicable.
retryAfterSecondsNoHow long to wait before retrying, when the tool is rate limited.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
    • changedInput schema / properties / response_format / description
      Previous value: -"Format the text response as markdown (default) or JSON. structuredContent is always returned."New value: +"Format only the text content as markdown (default) or a JSON string. The same machine-readable data is always returned in structuredContent."
    • changedOutput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

A3.9/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, covering the safety profile. The description adds minimal behavioral context: 'currently loaded into HIBP' indicates the result reflects the current state of HIBP's data. It does not mention rate limits, error conditions, or any other operational behavior, but given the annotations, this level is acceptable.

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?

The description is a single sentence of 13 words, front-loaded with the verb and resource. There is zero waste and the key differentiator (latest breach) is immediately clear. It is appropriately sized for the tool's simplicity.

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

Completeness5/5

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

For a very simple tool with one optional parameter and a full output schema, the description is complete. The safety profile is covered by annotations, the parameter is covered by schema, and the purpose is clear. An agent has everything needed to invoke this tool correctly.

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?

The schema description coverage is 100%, so the single parameter 'response_format' is fully documented in the schema with its enum and default. The tool description adds no extra meaning to this parameter beyond what the schema already states. Baseline of 3 is appropriate.

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

Purpose5/5

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

The description clearly states the verb 'Return' and a specific resource: 'the most recently added public breach currently loaded into HIBP'. It distinguishes this tool from siblings like hibp_list_breaches (which lists all) or hibp_get_breach (which fetches by name), as it focuses on the most recent addition.

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?

The description implies usage: if you need the most recently added breach, use this tool. However, it does not explicitly contrast with alternatives or provide when-not-to-use conditions. There is no mention of 'use instead of list_breaches' or 'only when the latest breach is needed'. The guidance is implicit rather than explicit.

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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