Skip to main content
Glama

checkCredentialBreach

Check if an email address, domain, or k-anonymity password hash prefix appears in known dark-web data breaches.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
target_queryYesEmail address, corporate domain, or 5-char SHA-1 password hash prefix

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It adds real context by naming the data source (dark-web breaches) and the k-anonymity prefix mechanism for password checks, but says nothing about read-only safety, auth requirements, rate limits, or what a match result looks like.

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?

A single front-loaded sentence with all inputs enumerated and zero filler. Every clause earns its place.

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?

For a simple one-parameter lookup with no output schema or annotations, the description covers purpose and accepted inputs adequately. The only gap is that it does not describe the shape of a match/non-match result, which an agent must infer.

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 coverage is 100%, so the schema already documents the single parameter. The description adds a marginal clarifying framing (k-anonymity) over the schema's '5-char SHA-1 password hash prefix', which justifies keeping the baseline rather than dropping below it.

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 states a specific verb (check) and resource (appears in known dark-web data breaches), plus the three accepted input forms. No sibling tool covers breach data, so this is unambiguous without opening the schema.

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 purpose makes the use case fairly self-evident, but there is no explicit when-to-use statement, no prerequisites, and no mention of alternatives. Usage is only implied by the tool's function.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources