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agent-readiness

Score a site for agent readiness

score_site
Read-only

Score a public website for agent readiness. Returns a number out of 100, a grade, the fitness and adoption sub-scores, and the highest-value fixes. Use this first when asked whether a site is agent-ready or WebMCP-ready.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesPublic http(s) address, for example example.com

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYes
axesYes
hostYes
gradeYes
scoreYes
pillarsYes
excludedYes
fixFirstYes
fetchedAtYesISO 8601
reportUrlYes
methodologyYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

readOnlyHint=true already covers the safety profile, lowering the bar. The description adds meaningful context beyond the annotation: the 'public website' constraint sets the expectation that non-public or internal sites are out of scope, and it summarizes the analytical nature of the operation and its return payload. It doesn't disclose rate limits or runtime, but for a read-only scanner these are minor gaps.

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 sentences with zero filler. The first sentence front-loads the verb and resource, then enumerates the output; the second sentence gives the usage trigger. Every clause earns its place.

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?

Single required parameter documented at 100%, output schema present to cover return values, annotation covers the read-only safety profile, and the description covers purpose plus the exact trigger condition. There is nothing an agent needs to invoke this tool correctly that is missing.

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% — the url parameter is fully documented in the schema ('Public http(s) address, for example example.com'). The description adds only the word 'website', which marginally reinforces that the URL should point to a site rather than a generic resource. With full schema coverage, baseline 3 is correct.

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?

States a specific verb ('Score'), a concrete resource ('a public website for agent readiness'), and enumerates the exact output payload (0-100 score, grade, fitness/adoption sub-scores, highest-value fixes). The phrase 'Use this first' plus the return-payload detail clearly distinguishes it from siblings like explain_check, list_checks, and watch_site within the same domain.

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

Usage Guidelines4/5

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

Gives an explicit trigger: 'Use this first when asked whether a site is agent-ready or WebMCP-ready.' This is clear context for when to select the tool. It stops short of naming the sibling alternatives or stating when-not-to-use, so it doesn't reach full routing explicitness.

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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TDQS

A4.4/5.0
Disambiguation5/5

Each tool targets a clear, distinct action: scoring a site, listing checks, explaining a single check, fetching badge HTML, and setting up monitoring. The descriptions include explicit usage guidance that removes any ambiguity.

Naming Consistency5/5

All tool names follow a consistent verb_noun snake_case pattern: explain_check, get_badge_embed, list_checks, score_site, watch_site. The naming is uniform and predictable.

Tool Count5/5

Five tools is well-scoped for a focused agent-readiness scoring service. Each tool contributes a distinct part of the workflow without redundancy or bloat.

Completeness4/5

The surface covers the core workflow: score, understand checks, explain findings, get a badge, and monitor a site. A minor gap is lack of a way to cancel or remove an active watch.

Resources