HonestClaw · What is Agent Readiness? · How we score

hm.com — Agent Readiness Score 0/100

Limited. Agents will struggle to discover or use this site without human help.

HonestClaw measured how well hm.com's site and APIs work for AI agents — across 9 dimensions and 45 automated checks. Score: 0/100 (Limited).

Scanned · scanner v1.63.1 · 10 of 45 checks conclusive.

Dimensions

Checks

At a glance

4 of 8 scored areas have measured gaps. Discovery is furthest along; Interfaces & data has the largest measured point gap.

Needs a fix
10
conclusive findings
Furthest along
0/7 pts
Discovery
Largest measured gap
19 pts
Interfaces & data · 0/19 pts
Conclusive results
10 conclusive
35 unverified

75 additional observations provide context and do not affect the score.

Discovery

0/7 ptsCan agents find the right entry points? · 3 conclusive · 4 unverified · 8 additional

Reachable entry points

API catalog

0/3 ptsNot detected
What we found

Could not conclusively check for an API Catalog (endpoint unreachable, rate-limited, or behind auth). Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

How this affects the score

These are recorded points before the total is normalized to 100.

When this matters

Public pages; interfaces when present

Clear entry points help agents find the intended site or interface. Multiple hostnames or directory formats may describe the same destination.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

sitemap.xml

3 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Public pages; interfaces when present

Clear entry points help agents find the intended site or interface. Multiple hostnames or directory formats may describe the same destination.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Subdomain sweep

3 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Public pages; interfaces when present

Clear entry points help agents find the intended site or interface. Multiple hostnames or directory formats may describe the same destination.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

DNS-AID

3 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Public pages; interfaces when present

Clear entry points help agents find the intended site or interface. Multiple hostnames or directory formats may describe the same destination.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

.well-known index

0/2 ptsNot detected
What we found

Could not conclusively check /.well-known/ descriptors (unreachable, rate-limited, or behind auth). Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

How this affects the score

These are recorded points before the total is normalized to 100.

When this matters

Public pages; interfaces when present

Clear entry points help agents find the intended site or interface. Multiple hostnames or directory formats may describe the same destination.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Canonical domain

2 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Public pages; interfaces when present

Clear entry points help agents find the intended site or interface. Multiple hostnames or directory formats may describe the same destination.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Attributable ecosystem discovery

MCP Registry listing

UnscoredNot observed

Off-domain evidence

What we found

The fetched official MCP Registry search page returned no listing attributable to the scanned company.

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Only the relevant verified distribution surface

An attributable directory entry can help agents discover a supported interface. Popularity, company size and directory count do not establish that the interface works.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

Agent rules repository

UnscoredNot observed

Off-domain evidence

What we found

The fetched GitHub agent-rules repository search page returned no listing attributable to the scanned company.

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Only the relevant verified distribution surface

An attributable directory entry can help agents discover a supported interface. Popularity, company size and directory count do not establish that the interface works.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

Agent plugins repository

UnscoredNot observed

Off-domain evidence

What we found

The fetched GitHub agent-plugin repository search page returned no listing attributable to the scanned company.

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Only the relevant verified distribution surface

An attributable directory entry can help agents discover a supported interface. Popularity, company size and directory count do not establish that the interface works.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

skills.sh listing

UnscoredNot observed

Off-domain evidence

What we found

The fetched skills.sh directory search page returned no listing attributable to the scanned company.

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Only the relevant verified distribution surface

An attributable directory entry can help agents discover a supported interface. Popularity, company size and directory count do not establish that the interface works.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

skills.sh listing metadata

UnscoredNot observed

Off-domain evidence

What we found

The fetched skills.sh directory search page returned no listing attributable to the scanned company.

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Only the relevant verified distribution surface

An attributable directory entry can help agents discover a supported interface. Popularity, company size and directory count do not establish that the interface works.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

Registry branding

UnscoredNot observed

Off-domain evidence

What we found

The fetched official MCP Registry search page returned no listing attributable to the scanned company.

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Only the relevant verified distribution surface

An attributable directory entry can help agents discover a supported interface. Popularity, company size and directory count do not establish that the interface works.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

ChatGPT directory listing

UnscoredCould not verify

Off-domain evidence

What we found

ChatGPT Plugins Directory page could not be read or returned an invalid response; absence was not inferred.

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Only the relevant verified distribution surface

An attributable directory entry can help agents discover a supported interface. Popularity, company size and directory count do not establish that the interface works.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

Commerce distribution

x402 Bazaar listing

UnscoredNot observed

Off-domain evidence

What we found

The fetched x402 Bazaar discovery search returned no listing attributable to the scanned company.

Why this is unscored

Useful context, outside the readiness score. Adoption, payment support and retrieval cost are not readiness quality by themselves.

When this matters

Payment-enabled products

A payment directory is useful context. Making it a general ARS requirement would indirectly score a business-model choice.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

Access & rendering

UnverifiedCan agents read the content? · 0 conclusive · 2 unverified · 9 additional

Content available to the tested client

Raw content extractability

8 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Public pages; distinguish HTTP and browser clients

Critical content available in the response is a direct prerequisite for the tested client. An extraction ratio alone does not prove that the needed facts were captured.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Equivalent readable representations

Markdown twin

3 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Only representations the site offers; all sites can satisfy readable-content outcome with HTML

Headers, routes and frontmatter support one readable representation. Plain HTML must be able to receive full content-access credit.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Agent user-agent Markdown

UnscoredCould not verify
What we found

No live subdomains matched this check.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Only representations the site offers; all sites can satisfy readable-content outcome with HTML

Headers, routes and frontmatter support one readable representation. Plain HTML must be able to receive full content-access credit.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Markdown frontmatter

UnscoredCould not verify
What we found

No live subdomains matched this check.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Only representations the site offers; all sites can satisfy readable-content outcome with HTML

Headers, routes and frontmatter support one readable representation. Plain HTML must be able to receive full content-access credit.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Markdown negotiation cache safety

UnscoredCould not verify
What we found

No live subdomains matched this check.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Only representations the site offers; all sites can satisfy readable-content outcome with HTML

Headers, routes and frontmatter support one readable representation. Plain HTML must be able to receive full content-access credit.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Direct Markdown URL

UnscoredCould not verify
What we found

No live subdomains matched this check.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Only representations the site offers; all sites can satisfy readable-content outcome with HTML

Headers, routes and frontmatter support one readable representation. Plain HTML must be able to receive full content-access credit.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Reachable critical content

Static content crawl depth

UnscoredCould not verify
What we found

The raw homepage was unreachable, truncated, non-HTML, or a JavaScript shell; static crawl depth is inconclusive.

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Sites with linked public content

Bounded path traversal can explain missing content. Absolute clicks from the homepage is not a validated universal quality scale.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

Observed client access

Agent bot-challenge handling

UnscoredCould not verify
What we found

The scanner baseline returned HTTP 0; agent-response comparison would be inconclusive.

Why this is unscored

A limited scanner observation, not proof of access from real agent infrastructure. It remains unscored until the probe can support that claim.

When this matters

Named client and network context; publisher-permitted retrieval

Current probes identify as HonestClaw with agent-token markers. They cannot verify real vendor access. A bot-protection vendor name alone is not a failure.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

Agent crawler reachability

UnscoredNot observed
What we found

None of the 5 agent crawler probes passed. ChatGPT-User=0, ClaudeBot=0, Google-Extended=0, PerplexityBot=403, DeepSeekBot=0

Why this is unscored

A limited scanner observation, not proof of access from real agent infrastructure. It remains unscored until the probe can support that claim.

When this matters

Named client and network context; publisher-permitted retrieval

Current probes identify as HonestClaw with agent-token markers. They cannot verify real vendor access. A bot-protection vendor name alone is not a failure.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

Retrieval cost

Crawl-cost estimate

UnscoredCould not verify
What we found

No live subdomains matched this check.

Why this is unscored

Useful context, outside the readiness score. Adoption, payment support and retrieval cost are not readiness quality by themselves.

When this matters

Measured retrieval path

Tokens, bytes and elapsed time explain retrieval cost and tradeoffs. They are context and do not affect the readiness score.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Permissions & policy

UnverifiedWhat access does the publisher permit? · 0 conclusive · 6 unverified · 0 additional

Clear and consistent publisher policy

AI bot rules

5 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Published policy for the relevant use: indexing, training or user retrieval

Different policy syntaxes and business permissions are not independent readiness capabilities. Blocking training should not imply that an agent cannot use a public API.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

robots.txt

3 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Published policy for the relevant use: indexing, training or user retrieval

Different policy syntaxes and business permissions are not independent readiness capabilities. Blocking training should not imply that an agent cannot use a public API.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

RSL licensing

3 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Published policy for the relevant use: indexing, training or user retrieval

Different policy syntaxes and business permissions are not independent readiness capabilities. Blocking training should not imply that an agent cannot use a public API.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

ai.txt

2 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Published policy for the relevant use: indexing, training or user retrieval

Different policy syntaxes and business permissions are not independent readiness capabilities. Blocking training should not imply that an agent cannot use a public API.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Content signals

2 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Published policy for the relevant use: indexing, training or user retrieval

Different policy syntaxes and business permissions are not independent readiness capabilities. Blocking training should not imply that an agent cannot use a public API.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

TDM reservation

2 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Published policy for the relevant use: indexing, training or user retrieval

Different policy syntaxes and business permissions are not independent readiness capabilities. Blocking training should not imply that an agent cannot use a public API.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Documentation & meaning

0/5 ptsCan agents understand the documentation? · 1 conclusive · 4 unverified · 9 additional

Usable documentation entry and references

llms.txt

0/5 ptsNot detected
What we found

Could not conclusively check for an llms.txt file (endpoints unreachable, rate-limited, or behind auth). Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

How this affects the score

These are recorded points before the total is normalized to 100.

When this matters

Public documentation; llms files optional

An index, full text and modular files offer different routes to documentation. Useful content and working references matter more than the number of formats.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

llms-full.txt

3 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Public documentation; llms files optional

An index, full text and modular files offer different routes to documentation. Useful content and working references matter more than the number of formats.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Scoped llms.txt indexes

UnscoredCould not verify
What we found

No scoped llms.txt was found.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Public documentation; llms files optional

An index, full text and modular files offer different routes to documentation. Useful content and working references matter more than the number of formats.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Usable API reference and examples

API reference depth

5 pts unverifiedCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

A documented API or tool interface

Reference depth and valid fenced examples contribute to the same documentation outcome. Parsing an example is weaker than executing it successfully.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Code fence validity

UnscoredCould not verify
What we found

No live subdomains matched this check.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

A documented API or tool interface

Reference depth and valid fenced examples contribute to the same documentation outcome. Parsing an example is weaker than executing it successfully.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Document freshness evidence

Freshness signals

3 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Resources whose currency can be assessed

A timestamp or ETag supports freshness provenance; it does not by itself prove factual accuracy or current behavior.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Machine-readable facts

Machine-readable pricing

1 pts unverifiedCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Facts relevant to the product; pricing only when there is a price to disclose

Structured facts can help agents interpret a page. Markup volume and the number of schema types alone do not establish accuracy, consistency or task success.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

JSON-LD depth

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Facts relevant to the product; pricing only when there is a price to disclose

Structured facts can help agents interpret a page. Markup volume and the number of schema types alone do not establish accuracy, consistency or task success.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

JSON-LD entity linking

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Facts relevant to the product; pricing only when there is a price to disclose

Structured facts can help agents interpret a page. Markup volume and the number of schema types alone do not establish accuracy, consistency or task success.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Schema.org type breadth

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Facts relevant to the product; pricing only when there is a price to disclose

Structured facts can help agents interpret a page. Markup volume and the number of schema types alone do not establish accuracy, consistency or task success.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Usable agent guidance

Agent Skills index v0.2

UnscoredCould not verify
What we found

No v0.2.0 index could be read.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Only a declared agent-guide surface

Alternative guide files may help agents locate instructions; file presence is supporting evidence and must not be required in every format.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

Agent discovery index

UnscoredCould not verify
What we found

No usable Agent Skills discovery index was found.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Only a declared agent-guide surface

Alternative guide files may help agents locate instructions; file presence is supporting evidence and must not be required in every format.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Agent usage instructions

UnscoredCould not verify
What we found

No actionable agent instruction file was found.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Only a declared agent-guide surface

Alternative guide files may help agents locate instructions; file presence is supporting evidence and must not be required in every format.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Interfaces & data

0/19 ptsWhich interfaces can agents use? · 5 conclusive · 4 unverified · 32 additional

Complete and usable operation contracts

Structured data I/O

8 pts unverifiedCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Detected interface; pagination only for collections, async only for long-running jobs, batch only for multi-item operations

Usable schemas and operation patterns can reduce ambiguity for clients. More endpoints or constraints alone do not establish that an operation is easier to use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Data export API

4 pts unverifiedCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Detected interface; pagination only for collections, async only for long-running jobs, batch only for multi-item operations

Usable schemas and operation patterns can reduce ambiguity for clients. More endpoints or constraints alone do not establish that an operation is easier to use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

REST pagination shape

UnscoredNot observed
What we found

The shared spec probe could not read a valid OpenAPI/Swagger artifact. Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Detected interface; pagination only for collections, async only for long-running jobs, batch only for multi-item operations

Usable schemas and operation patterns can reduce ambiguity for clients. More endpoints or constraints alone do not establish that an operation is easier to use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

REST async-job pattern

UnscoredNot observed
What we found

The shared spec probe could not read a valid OpenAPI/Swagger artifact. Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Detected interface; pagination only for collections, async only for long-running jobs, batch only for multi-item operations

Usable schemas and operation patterns can reduce ambiguity for clients. More endpoints or constraints alone do not establish that an operation is easier to use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

REST batch endpoints

UnscoredNot observed
What we found

The shared spec probe could not read a valid OpenAPI/Swagger artifact. Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Detected interface; pagination only for collections, async only for long-running jobs, batch only for multi-item operations

Usable schemas and operation patterns can reduce ambiguity for clients. More endpoints or constraints alone do not establish that an operation is easier to use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Function-calling compatibility

UnscoredNot observed
What we found

The shared spec probe could not read a valid OpenAPI/Swagger artifact. Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Detected interface; pagination only for collections, async only for long-running jobs, batch only for multi-item operations

Usable schemas and operation patterns can reduce ambiguity for clients. More endpoints or constraints alone do not establish that an operation is easier to use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Parameter constraint coverage

UnscoredNot observed
What we found

The shared spec probe could not read a valid OpenAPI/Swagger artifact. Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Detected interface; pagination only for collections, async only for long-running jobs, batch only for multi-item operations

Usable schemas and operation patterns can reduce ambiguity for clients. More endpoints or constraints alone do not establish that an operation is easier to use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Usable supported interface

API existence

0/5 ptsNot detected
What we found

Could not conclusively check for an API endpoint (endpoints unreachable, rate-limited, or behind auth). Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

How this affects the score

These are recorded points before the total is normalized to 100.

When this matters

Interface-enabled product; no requirement to implement every protocol

REST, GraphQL, MCP, SDKs and CLIs offer alternative or complementary access paths. The useful choice depends on the task and client; no single format serves every workflow.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

OpenAPI specification

0/5 ptsNot detected
What we found

Could not conclusively check for an OpenAPI/Swagger specification (endpoints unreachable, rate-limited, or behind auth). Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

How this affects the score

These are recorded points before the total is normalized to 100.

When this matters

Interface-enabled product; no requirement to implement every protocol

REST, GraphQL, MCP, SDKs and CLIs offer alternative or complementary access paths. The useful choice depends on the task and client; no single format serves every workflow.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

MCP support

5 pts unverifiedCould not verify
What we found

Could not conclusively discover or check first-party MCP support documentation and likely endpoints.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Interface-enabled product; no requirement to implement every protocol

REST, GraphQL, MCP, SDKs and CLIs offer alternative or complementary access paths. The useful choice depends on the task and client; no single format serves every workflow.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

SDK availability

5 pts unverifiedCould not verify
What we found

Could not conclusively check for SDK or client library documentation (endpoints unreachable, rate-limited, or behind auth).

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Interface-enabled product; no requirement to implement every protocol

REST, GraphQL, MCP, SDKs and CLIs offer alternative or complementary access paths. The useful choice depends on the task and client; no single format serves every workflow.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

GraphQL surface

0/3 ptsNot detected
What we found

Could not conclusively check for GraphQL (endpoints unreachable, rate-limited, or behind auth). Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

How this affects the score

These are recorded points before the total is normalized to 100.

When this matters

Interface-enabled product; no requirement to implement every protocol

REST, GraphQL, MCP, SDKs and CLIs offer alternative or complementary access paths. The useful choice depends on the task and client; no single format serves every workflow.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

CLI availability

UnscoredCould not verify
What we found

Could not conclusively check for a command-line tool (endpoints unreachable, rate-limited, or behind auth).

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Interface-enabled product; no requirement to implement every protocol

REST, GraphQL, MCP, SDKs and CLIs offer alternative or complementary access paths. The useful choice depends on the task and client; no single format serves every workflow.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

Emerging interface declarations

MCP Server Card

0/3 ptsNot detected
What we found

Could not conclusively check for an MCP Server Card (endpoints unreachable, rate-limited, or behind auth). Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

How this affects the score

These are recorded points before the total is normalized to 100.

When this matters

Only a positively identified matching protocol

Versioned interface declarations are observable signals. Broad adoption and cross-client utility are not established by declaration presence.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

A2A Agent Card

0/3 ptsNot detected
What we found

Could not conclusively check for an A2A Agent Card (endpoints unreachable, rate-limited, or behind auth). Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

How this affects the score

These are recorded points before the total is normalized to 100.

When this matters

Only a positively identified matching protocol

Versioned interface declarations are observable signals. Broad adoption and cross-client utility are not established by declaration presence.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

WebMCP

UnscoredCould not verify
What we found

WebMCP browser probing is not yet available in this scanner release.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Only a positively identified matching protocol

Versioned interface declarations are observable signals. Broad adoption and cross-client utility are not established by declaration presence.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

MCP discovery evidence

MCP descriptor

UnscoredNot observed
What we found

Could not conclusively check for an MCP descriptor (locations unreachable, rate-limited, or behind auth). Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

MCP surface

An MCP descriptor helps clients locate a service. This additional observation does not earn separate points for evidence already represented by the scored MCP check.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

Additional GraphQL contract evidence

GraphQL schema completeness

UnscoredNot observed
What we found

No GraphQL endpoint was observed in a scanner-fetched declaration or GraphQL-shaped response. GraphQL depth probe: No GraphQL endpoint was observed in a scanner-fetched declaration or GraphQL-shaped response.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

GraphQL and relevant operation shape; introspection optional

Additional contract evidence may substantiate an existing capability. Disabled production introspection must not create a penalty.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

GraphQL pagination

UnscoredNot observed
What we found

No GraphQL endpoint was observed in a scanner-fetched declaration or GraphQL-shaped response. GraphQL depth probe: No GraphQL endpoint was observed in a scanner-fetched declaration or GraphQL-shaped response.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

GraphQL and relevant operation shape; introspection optional

Additional contract evidence may substantiate an existing capability. Disabled production introspection must not create a penalty.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

GraphQL batch mutations

UnscoredNot observed
What we found

No GraphQL endpoint was observed in a scanner-fetched declaration or GraphQL-shaped response. GraphQL depth probe: No GraphQL endpoint was observed in a scanner-fetched declaration or GraphQL-shaped response.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

GraphQL and relevant operation shape; introspection optional

Additional contract evidence may substantiate an existing capability. Disabled production introspection must not create a penalty.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

GraphQL async job patterns

UnscoredNot observed
What we found

No GraphQL endpoint was observed in a scanner-fetched declaration or GraphQL-shaped response. GraphQL depth probe: No GraphQL endpoint was observed in a scanner-fetched declaration or GraphQL-shaped response.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

GraphQL and relevant operation shape; introspection optional

Additional contract evidence may substantiate an existing capability. Disabled production introspection must not create a penalty.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Usable MCP tools and resources

MCP tool listing

UnscoredCould not verify
What we found

MCP tool listing could not be checked because endpoint discovery was incomplete. Live MCP probe: 150014 ms, 0 protocol request(s).

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Detected MCP server and advertised tool/resource capability

Live listings and contracts help agents discover tools and understand their inputs. These related observations remain unscored pending calibration of their contribution to successful tool use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP tool naming

UnscoredCould not verify
What we found

MCP tool naming could not be checked because endpoint discovery was incomplete. Live MCP probe: 150014 ms, 0 protocol request(s).

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Detected MCP server and advertised tool/resource capability

Live listings and contracts help agents discover tools and understand their inputs. These related observations remain unscored pending calibration of their contribution to successful tool use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP tool descriptions

UnscoredCould not verify
What we found

MCP tool descriptions could not be checked because endpoint discovery was incomplete. Live MCP probe: 150014 ms, 0 protocol request(s).

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Detected MCP server and advertised tool/resource capability

Live listings and contracts help agents discover tools and understand their inputs. These related observations remain unscored pending calibration of their contribution to successful tool use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP tool annotations

UnscoredCould not verify
What we found

MCP tool annotations could not be checked because endpoint discovery was incomplete. Live MCP probe: 150014 ms, 0 protocol request(s).

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Detected MCP server and advertised tool/resource capability

Live listings and contracts help agents discover tools and understand their inputs. These related observations remain unscored pending calibration of their contribution to successful tool use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP parameter schemas

UnscoredCould not verify
What we found

MCP parameter schemas could not be checked because endpoint discovery was incomplete. Live MCP probe: 150014 ms, 0 protocol request(s).

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Detected MCP server and advertised tool/resource capability

Live listings and contracts help agents discover tools and understand their inputs. These related observations remain unscored pending calibration of their contribution to successful tool use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP resource listing

UnscoredCould not verify
What we found

MCP resource listing could not be checked because endpoint discovery was incomplete. Live MCP probe: 150014 ms, 0 protocol request(s).

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Detected MCP server and advertised tool/resource capability

Live listings and contracts help agents discover tools and understand their inputs. These related observations remain unscored pending calibration of their contribution to successful tool use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP resource quality

UnscoredCould not verify
What we found

MCP resource quality could not be checked because endpoint discovery was incomplete. Live MCP probe: 150014 ms, 0 protocol request(s).

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Detected MCP server and advertised tool/resource capability

Live listings and contracts help agents discover tools and understand their inputs. These related observations remain unscored pending calibration of their contribution to successful tool use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP multi-surface coverage

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Detected MCP server and advertised tool/resource capability

Live listings and contracts help agents discover tools and understand their inputs. These related observations remain unscored pending calibration of their contribution to successful tool use.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Compatible MCP transport

MCP transport version

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Detected MCP transport and negotiated version

A compatible negotiated protocol version helps clients and servers communicate. An older supported transport can still be usable.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP application UI

A2UI over MCP

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Detected application UI surface

An embedded interface can support interactive workflows. Many tools work without a user interface, so its absence is not a general readiness failure.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP App registration

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Detected application UI surface

An embedded interface can support interactive workflows. Many tools work without a user interface, so its absence is not a general readiness failure.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP Apps UI metadata quality

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Detected application UI surface

An embedded interface can support interactive workflows. Many tools work without a user interface, so its absence is not a general readiness failure.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Payment capabilities

Agentic Commerce Protocol

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Useful context, outside the readiness score. Adoption, payment support and retrieval cost are not readiness quality by themselves.

When this matters

Payment-enabled business model

Payment support describes what the business offers. It must not make a research publication or free public service appear less ready.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

ACP delegated payments

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Useful context, outside the readiness score. Adoption, payment support and retrieval cost are not readiness quality by themselves.

When this matters

Payment-enabled business model

Payment support describes what the business offers. It must not make a research publication or free public service appear less ready.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Agent Payments Protocol

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Useful context, outside the readiness score. Adoption, payment support and retrieval cost are not readiness quality by themselves.

When this matters

Payment-enabled business model

Payment support describes what the business offers. It must not make a research publication or free public service appear less ready.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Universal Commerce Protocol

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Useful context, outside the readiness score. Adoption, payment support and retrieval cost are not readiness quality by themselves.

When this matters

Payment-enabled business model

Payment support describes what the business offers. It must not make a research publication or free public service appear less ready.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Machine payments (x402/MPP)

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Useful context, outside the readiness score. Adoption, payment support and retrieval cost are not readiness quality by themselves.

When this matters

Payment-enabled business model

Payment support describes what the business offers. It must not make a research publication or free public service appear less ready.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

NLWeb support

NLWeb ask endpoint

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Detected NLWeb service

Useful protocol observations; optional implementation is not universal readiness.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

NLWeb schema feeds

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Detected NLWeb service

Useful protocol observations; optional implementation is not universal readiness.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

NLWeb streaming

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Detected NLWeb service

Useful protocol observations; optional implementation is not universal readiness.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Authentication & credentials

UnverifiedCan agents authenticate and manage credentials? · 0 conclusive · 5 unverified · 9 additional

Usable least-privilege authentication

Auth discovery

5 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Protected operations; anonymous access is valid when intended

Discovery, documentation and credential lifecycle jointly support a usable authorization flow. A public read-only service need not require OAuth.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Auth documentation

5 pts unverifiedCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Protected operations; anonymous access is valid when intended

Discovery, documentation and credential lifecycle jointly support a usable authorization flow. A public read-only service need not require OAuth.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Programmatic auth flow

5 pts unverifiedCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Protected operations; anonymous access is valid when intended

Discovery, documentation and credential lifecycle jointly support a usable authorization flow. A public read-only service need not require OAuth.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Credential management

4 pts unverifiedCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Protected operations; anonymous access is valid when intended

Discovery, documentation and credential lifecycle jointly support a usable authorization flow. A public read-only service need not require OAuth.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Safe integration environment

Sandbox environment

5 pts unverifiedCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Operations whose side effects or onboarding require a safe test environment

A sandbox helps validate consequential integrations; it is not necessary for every public content site or read-only API.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP authorization evidence

MCP authentication mechanism

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Protected HTTP MCP; OAuth/PKCE only for applicable flow

Authentication metadata and challenges help clients understand how to obtain access. Observing a declaration does not prove that credentials can be issued or used successfully.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP OAuth metadata

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Protected HTTP MCP; OAuth/PKCE only for applicable flow

Authentication metadata and challenges help clients understand how to obtain access. Observing a declaration does not prove that credentials can be issued or used successfully.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP PKCE S256

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Measured, but not yet weighted. It adds no points and its absence subtracts none. Scoring requires calibration of reliability, applicability and overlap with existing checks.

When this matters

Protected HTTP MCP; OAuth/PKCE only for applicable flow

Authentication metadata and challenges help clients understand how to obtain access. Observing a declaration does not prove that credentials can be issued or used successfully.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Emerging authentication guidance

auth.md

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Detected emerging authentication scheme

An auth.md file is one possible guide. Reachable metadata and bounded simulation are not proof that credentials can be issued successfully.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

auth.md structure

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Detected emerging authentication scheme

An auth.md file is one possible guide. Reachable metadata and bounded simulation are not proof that credentials can be issued successfully.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

auth.md walkthrough simulation

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Detected emerging authentication scheme

An auth.md file is one possible guide. Reachable metadata and bounded simulation are not proof that credentials can be issued successfully.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Agent Auth discovery metadata

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Detected emerging authentication scheme

An auth.md file is one possible guide. Reachable metadata and bounded simulation are not proof that credentials can be issued successfully.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Agent Auth endpoint reachability

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Detected emerging authentication scheme

An auth.md file is one possible guide. Reachable metadata and bounded simulation are not proof that credentials can be issued successfully.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Agent Auth challenge

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Detected emerging authentication scheme

An auth.md file is one possible guide. Reachable metadata and bounded simulation are not proof that credentials can be issued successfully.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Reliability & recovery

0/5 ptsCan agents handle changes and failures? · 1 conclusive · 6 unverified · 5 additional

Change and compatibility information

API versioning

0/5 ptsNot detected
What we found

Could not conclusively check for API versioning (endpoints unreachable, rate-limited, or behind auth). Blocked by robots.txt: the host is live but its robots.txt was unreadable, which a compliant agent treats as a full disallow (robots.txt unavailable (HTTP 5xx / timeout)).

How this affects the score

These are recorded points before the total is normalized to 100.

When this matters

Maintained interface or evolving product

Version identifiers and change records help clients manage compatibility as an interface evolves.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

Changelog presence

5 pts unverifiedCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Maintained interface or evolving product

Version identifiers and change records help clients manage compatibility as an interface evolves.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Actionable limits

Rate limit documentation

5 pts unverifiedCould not verify
What we found

Could not conclusively check for rate limit documentation (endpoints unreachable, rate-limited, or behind auth).

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

An interface with quotas or throttling

Published limits and response headers help clients pace requests and recover from throttling. They describe related aspects of the same service constraint.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

Rate-limit response headers

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

An interface with quotas or throttling

Published limits and response headers help clients pace requests and recover from throttling. They describe related aspects of the same service constraint.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Observable outcomes and recovery

Webhook documentation

5 pts unverifiedCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Detected interface; idempotency for repeatable writes, webhooks only for event-driven workflows

Observable state and actionable errors help recovery. A status page or error schema does not prove successful repair.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Error documentation

5 pts unverifiedCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Detected interface; idempotency for repeatable writes, webhooks only for event-driven workflows

Observable state and actionable errors help recovery. A status page or error schema does not prove successful repair.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Retry & idempotency

3 pts unverifiedCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Detected interface; idempotency for repeatable writes, webhooks only for event-driven workflows

Observable state and actionable errors help recovery. A status page or error schema does not prove successful repair.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Status & health endpoints

2 pts unverifiedCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Detected interface; idempotency for repeatable writes, webhooks only for event-driven workflows

Observable state and actionable errors help recovery. A status page or error schema does not prove successful repair.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Agent-friendly 404s

UnscoredCould not verify
What we found

The missing-page probe returned HTTP 0; missing-page behavior is inconclusive.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Detected interface; idempotency for repeatable writes, webhooks only for event-driven workflows

Observable state and actionable errors help recovery. A status page or error schema does not prove successful repair.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

MCP error handling

UnscoredCould not verify
What we found

MCP error handling could not be checked because endpoint discovery was incomplete. Live MCP probe: 150014 ms, 0 protocol request(s).

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Detected interface; idempotency for repeatable writes, webhooks only for event-driven workflows

Observable state and actionable errors help recovery. A status page or error schema does not prove successful repair.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Additional GraphQL recovery evidence

GraphQL error type definitions

UnscoredNot observed
What we found

No GraphQL endpoint was observed in a scanner-fetched declaration or GraphQL-shaped response. GraphQL depth probe: No GraphQL endpoint was observed in a scanner-fetched declaration or GraphQL-shaped response.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

GraphQL service; schema evidence obtainable under permitted scope

GraphQL error definitions and evolution policies help clients recover and manage compatibility. Disabled production introspection does not establish a defect.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

GraphQL versioning policy

UnscoredNot observed
What we found

No GraphQL endpoint was observed in a scanner-fetched declaration or GraphQL-shaped response. GraphQL depth probe: No GraphQL endpoint was observed in a scanner-fetched declaration or GraphQL-shaped response.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

GraphQL service; schema evidence obtainable under permitted scope

GraphQL error definitions and evolution policies help clients recover and manage compatibility. Disabled production introspection does not establish a defect.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Identity & safeguards

UnverifiedCan agents identify the publisher and its safeguards? · 0 conclusive · 4 unverified · 3 additional

Attributable identity and consistent claims

security.txt

3 pts unverifiedCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Public company/service identity; MCP identity only for MCP

These establish provenance, disclosure routes and consistency. They cannot certify prompt-injection resistance or safe transactions.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Org identity signals

3 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Public company/service identity; MCP identity only for MCP

These establish provenance, disclosure routes and consistency. They cannot certify prompt-injection resistance or safe transactions.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Metadata consistency

3 pts unverifiedCould not verify
What we found

No live subdomains matched this check.

How this affects the score

Unverified points are excluded from the score denominator and reduce observed coverage.

When this matters

Public company/service identity; MCP identity only for MCP

These establish provenance, disclosure routes and consistency. They cannot certify prompt-injection resistance or safe transactions.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP server identity

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.

When this matters

Public company/service identity; MCP identity only for MCP

These establish provenance, disclosure routes and consistency. They cannot certify prompt-injection resistance or safe transactions.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Application isolation declarations

MCP App content security policy

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Detected MCP application UI

Declared origins and CSP are relevant safeguards for an embedded UI, but declarations alone do not establish effective isolation.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

MCP App rendering domain

UnscoredCould not verify
What we found

Scan exceeded its runtime budget before this check completed.

Why this is unscored

An emerging convention, not a universal requirement. It adds no points and its absence subtracts none. Adoption and reliable testing must justify any future weight.

When this matters

Detected MCP application UI

Declared origins and CSP are relevant safeguards for an embedded UI, but declarations alone do not establish effective isolation.

Evidence basis

These sources inform the check. They do not validate our exact point weights.

Guidance recorded with this scan · 2026-09-09. Recorded scores are unchanged.

Recorded evidence

No public evidence URL recorded for this check

Agent Comprehension

Agent Comprehension was unavailable for this scan.

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