HonestClaw · What is Agent Readiness? · How we score
Limited. Agents will struggle to discover or use this site without human help.
HonestClaw measured how well trello.com's site and APIs work for AI agents — across 9 dimensions and 45 automated checks. Score: 38/100 (Limited).
Scanned · scanner v1.48.0 · 45 of 45 checks conclusive.
All 8 scored areas have measured gaps. Access & rendering is furthest along; Interfaces & data has the largest measured point gap.
59 additional observations provide context and do not affect the score.
Reachable entry points
No RFC 9727 API Catalog found at /.well-known/api-catalog.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No DNS-AID index found at _index._agents.trello.com.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No RFC 8288 Link headers found on any probed response.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No non-owned /.well-known/ descriptors found.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Both an API-family and a docs-family subdomain are live (api.trello.com, developers.trello.com).
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
https://a594014.sitemaphosting7.com/4704043/sitemap_4704043.xml is a valid sitemap with lastmod and real (non-homepage) URLs.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Root and www converge on trello.com, with a canonical tag on the homepage.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Equivalent readable representations
No markdown twin found alongside probed docs HTML surfaces.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No reachable candidate HTML page declared a text/markdown alternate.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
A direct Markdown representation is available at https://developer.atlassian.com/cloud/trello/index.md.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No reachable candidate page served Markdown to the scanner agent without an Accept header.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No reachable candidate page negotiated from HTML to Markdown.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No readable Markdown representation began with YAML frontmatter.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Content available to the tested client
Readable content is extractable without JavaScript on 2 probed surface(s) with substantial visible text.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Retrieval cost
No crawl-cost signals found (no sitemap URL inventory or Crawl-delay directive).
Useful context, outside the readiness score. Adoption, payment support and retrieval cost are not readiness quality by themselves.
Measured retrieval path
Tokens, bytes and elapsed time explain retrieval cost and tradeoffs. They are context and do not affect the readiness score.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Reachable critical content
Static same-site links led to substantive HTML content two crawl hops from the homepage.
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.
Sites with linked public content
Bounded path traversal can explain missing content. Absolute clicks from the homepage is not a validated universal quality scale.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Observed client access
All 5 agent crawler probes passed. ChatGPT-User=200, ClaudeBot=200, Google-Extended=200, PerplexityBot=200, DeepSeekBot=200
Additional observation. It adds no points and its absence does not lower the score.
Up to three first-party pages; ChatGPT-User, Claude-User and Perplexity-User token markers on an explicitly identified HonestClaw client
One combined access contribution measures substantive initial content in completed identified HonestClaw HTTP probes. Refusals and incomplete observations remain unknown. This does not establish access from vendor infrastructure.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
All 5 bot-detection probes passed. ChatGPT-User=clear, ClaudeBot=clear, Google-Extended=clear, PerplexityBot=clear, DeepSeekBot=clear
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
The same named public HTTP sample and network vantage as the access check
Reuses the scored public HTTP sample to explain denials, challenges and degraded content. The same responses earn no second contribution.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Clear and consistent publisher policy
robots.txt is readable but declares no AI-bot-specific rules.
These are recorded points before the total is normalized to 100.
ChatGPT-User, Claude-User and Perplexity-User access declarations
A small legibility contribution for explicit user-directed access rules, including wildcard defaults. Permission and denial earn equal legibility; training-only groups add no points.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
robots.txt is readable but declares no RSL License directive.
These are recorded points before the total is normalized to 100.
Publisher-declared policy; no obligation to permit training, indexing or licensing
Published licensing, indexing and training preferences remain inspectable without separate readiness points. User-directed policy legibility is measured once; observed public HTTP access is separate.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
robots.txt is readable but declares no Content-Signal line.
These are recorded points before the total is normalized to 100.
Publisher-declared policy; no obligation to permit training, indexing or licensing
Published licensing, indexing and training preferences remain inspectable without separate readiness points. User-directed policy legibility is measured once; observed public HTTP access is separate.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No ai.txt file found (HTML pages at .txt paths do not qualify).
These are recorded points before the total is normalized to 100.
Publisher-declared policy; no obligation to permit training, indexing or licensing
Published licensing, indexing and training preferences remain inspectable without separate readiness points. User-directed policy legibility is measured once; observed public HTTP access is separate.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No TDMRep policy found at /.well-known/tdmrep.json.
These are recorded points before the total is normalized to 100.
Publisher-declared policy; no obligation to permit training, indexing or licensing
Published licensing, indexing and training preferences remain inspectable without separate readiness points. User-directed policy legibility is measured once; observed public HTTP access is separate.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
robots.txt at https://trello.com/robots.txt declares a sitemap. Declared sitemap https://a594014.sitemaphosting7.com/4704043/sitemap_4704043.xml resolves as valid XML.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Usable documentation entry and references
No llms.txt file found (HTML pages at .txt paths do not qualify).
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No llms-full.txt file found (HTML pages at .txt paths do not qualify).
These are recorded points before the total is normalized to 100.
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. This check has no external governing spec; its weight is product judgment.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No llms.txt links could be sampled.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No scoped llms.txt was found.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Usable API reference and examples
An API reference page exists at https://developer.atlassian.com/cloud/trello/guides/client-js/client-js-reference/, but it doesn't show parameters with example requests and responses.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No fenced code blocks were found across 1 readable Markdown document(s).
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Document freshness evidence
No freshness signals found (no Last-Modified, ETag, or sitemap lastmod).
These are recorded points before the total is normalized to 100.
Resources whose currency can be assessed
A timestamp or ETag supports freshness provenance; it does not by itself prove factual accuracy or current behavior.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Machine-readable facts
No machine-readable pricing endpoint found (HTML pricing pages do not qualify).
These are recorded points before the total is normalized to 100.
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. This check has no external governing spec; its weight is product judgment.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Observed 0 JSON-LD script(s); 0 parsed as JSON-LD objects.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Observed 0 resolvable identifier(s) and 0 verified entity link(s).
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Observed 0 Schema.org type(s): none; 0 meaningfully populated.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Usable agent guidance
No usable Agent Skills discovery index was found.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No v0.2.0 index could be read.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No actionable agent instruction file was found.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Complete and usable operation contracts
The spec at https://dac-static.atlassian.com/cloud/trello/swagger.v3.json declares response schemas, but typed responses are not the norm (49% of operations). (source: spec)
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No data export or bulk API documentation found at the standard docs locations an agent would check.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
The spec declares a typed pagination parameter or response continuation field, but not a complete cursor round trip.
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Async/job vocabulary appears, but no 202 Accepted response is declared.
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
A batch/bulk operation is named, but no array request body is declared.
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
261/261 operations have operationIds; some are missing, duplicated, longer than 64 characters, or contain function-unsafe characters.
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Usable supported interface
A real API surface at https://trello.com/graphql answered HTTP 400 with non-HTML JSON. (source: live)
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
A first-party MCP support page exists at https://developer.atlassian.com/cloud/, but it does not identify a concrete HTTPS MCP endpoint or fully establish a company-operated service.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
SDK libraries page at https://developer.atlassian.com/server/framework/atlassian-sdk/sitemap.xml: 0 GitHub repos, 0 registry links, 0 install commands (0 pointers).
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
A GraphQL endpoint at https://trello.com/graphql responded with HTTP 400 and a GraphQL-shaped error body (GET probe).
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Valid OpenAPI 3.0.0 spec at https://dac-static.atlassian.com/cloud/trello/swagger.v3.json: 261 operations, 63 schemas, 100% response coverage, servers declared.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Emerging interface declarations
No MCP Server Card found at the standard locations an agent would check.
These are recorded points before the total is normalized to 100.
Only a positively identified matching protocol
Versioned interface declarations are observable signals. Broad adoption and cross-client utility are not established by declaration presence.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No A2A Agent Card found at the standard well-known locations.
These are recorded points before the total is normalized to 100.
Only a positively identified matching protocol
Versioned interface declarations are observable signals. Broad adoption and cross-client utility are not established by declaration presence.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
WebMCP browser probing is not yet available in this scanner release.
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.
Only a positively identified matching protocol
Versioned interface declarations are observable signals. Broad adoption and cross-client utility are not established by declaration presence.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
MCP discovery evidence
No MCP descriptor found at the standard locations an agent would check.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Usable MCP tools and resources
No first-party HTTPS MCP endpoint was declared, so live tool listing was not detected. Live MCP probe: 33 ms, 0 protocol request(s).
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No first-party HTTPS MCP endpoint was declared, so live tool naming was not detected. Live MCP probe: 33 ms, 0 protocol request(s).
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No first-party HTTPS MCP endpoint was declared, so live tool descriptions was not detected. Live MCP probe: 33 ms, 0 protocol request(s).
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No first-party HTTPS MCP endpoint was declared, so live tool annotations was not detected. Live MCP probe: 33 ms, 0 protocol request(s).
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No first-party HTTPS MCP endpoint was declared, so live parameter schemas was not detected. Live MCP probe: 33 ms, 0 protocol request(s).
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No first-party HTTPS MCP endpoint was declared, so live resource listing was not detected. Live MCP probe: 33 ms, 0 protocol request(s).
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No first-party HTTPS MCP endpoint was declared, so live resource quality was not detected. Live MCP probe: 33 ms, 0 protocol request(s).
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No first-party MCP endpoint was declared. Live MCP probe: 33 ms, 0 protocol request(s).
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Compatible MCP transport
No first-party HTTPS MCP endpoint was declared, so live transport modernity was not detected. Live MCP probe: 33 ms, 0 protocol request(s).
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.
Detected MCP transport and negotiated version
A compatible negotiated protocol version helps clients and servers communicate. An older supported transport can still be usable.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
MCP application UI
No first-party HTTPS MCP endpoint was declared. This metadata-only check did not call tools or read app resources.
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No first-party HTTPS MCP endpoint was declared. This metadata-only check did not call tools or read app resources.
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No first-party HTTPS MCP endpoint was declared. This metadata-only check did not call tools or read app resources.
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Payment capabilities
No Agentic Commerce Protocol checkout support declaration was observed in the bounded published API specifications checked.
Useful context, outside the readiness score. Adoption, payment support and retrieval cost are not readiness quality by themselves.
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.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No ACP delegated-payment support declaration was observed in the bounded published API specifications checked.
Useful context, outside the readiness score. Adoption, payment support and retrieval cost are not readiness quality by themselves.
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.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No AP2 capability or mandate declaration was observed in the bounded UCP and published API surfaces checked.
Useful context, outside the readiness score. Adoption, payment support and retrieval cost are not readiness quality by themselves.
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.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No UCP discovery profile was found at /.well-known/ucp.
Useful context, outside the readiness score. Adoption, payment support and retrieval cost are not readiness quality by themselves.
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.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No machine-payment signal observed (no HTTP 402, no payment-required response header, and no /.well-known/x402.json manifest). Payment support cannot be ruled out from an unauthenticated probe.
Useful context, outside the readiness score. Adoption, payment support and retrieval cost are not readiness quality by themselves.
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.
Current guidance · 2026-10-15. Recorded scores are unchanged.
NLWeb support
An NLWeb /ask operation was not observed in the bounded shared OpenAPI discovery surface.
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.
Detected NLWeb service
Useful protocol observations; optional implementation is not universal readiness.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
NLWeb streaming support was not observed in the bounded shared OpenAPI discovery surface.
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.
Detected NLWeb service
Useful protocol observations; optional implementation is not universal readiness.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No valid HTTPS SchemaMap directive was found in robots.txt.
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.
Detected NLWeb service
Useful protocol observations; optional implementation is not universal readiness.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Usable least-privilege authentication
No standardized authentication-discovery surface found.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No credential management documentation found at the standard docs locations an agent would check.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
A programmatic auth flow is fully documented at https://developer.atlassian.com/cloud/trello/guides/rest-api/authorization/, with a non-interactive grant, token endpoint, scopes, and token expiry/refresh.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Authentication is fully documented at https://developer.atlassian.com/cloud/trello/guides/rest-api/authorization/, naming complete method(s) and how they are sent, corroborated across surfaces or covering multiple methods.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Safe integration environment
No sandbox or test environment documentation found at the standard docs locations an agent would check.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
MCP authorization evidence
No first-party HTTPS MCP endpoint was declared, so live authentication mechanism was not detected. Live MCP probe: 33 ms, 0 protocol request(s).
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No first-party HTTPS MCP endpoint was declared, so live OAuth metadata was not detected. Live MCP probe: 33 ms, 0 protocol request(s).
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No first-party HTTPS MCP endpoint was declared, so live PKCE support was not detected. Live MCP probe: 33 ms, 0 protocol request(s).
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Emerging authentication guidance
The root auth.md document does not satisfy the exists criteria.
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
The root auth.md document does not satisfy the structured criteria.
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
The root auth.md document does not satisfy the walkthrough criteria.
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No conforming public Agent Auth discovery document was found.
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No conforming public Agent Auth discovery document was found.
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No observed API response advertised an AgentAuth discovery challenge.
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.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Change and compatibility information
The API version is declared in the spec (info.version) at https://dac-static.atlassian.com/cloud/trello/swagger.v3.json. (source: spec)
These are recorded points before the total is normalized to 100.
Maintained interface or evolving product
Version identifiers and change records help clients manage compatibility as an interface evolves.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
A changelog is published at https://developer.atlassian.com/changelog/ with multiple recent dated entries, indicating it is actively maintained.
These are recorded points before the total is normalized to 100.
Maintained interface or evolving product
Version identifiers and change records help clients manage compatibility as an interface evolves.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Observable outcomes and recovery
A webhook documentation page exists at https://developer.atlassian.com/cloud/trello/guides/rest-api/webhooks/, but it doesn't list specific event types with their payload shape.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No retry or idempotency documentation found at the standard docs locations an agent would check.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Status page found at https://trello.status.atlassian.com/# (HTTP 200).
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Errors are documented at https://developer.atlassian.com/cloud/trello/guides/rest-api/status-codes/ with specific codes or a documented response shape. To reach the top level, it would need recovery guidance and a machine-readable error format, or corroboration against the API spec.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
The missing-page probe returned HTTP 0; missing-page behavior is inconclusive.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No first-party HTTPS MCP endpoint was declared, so live error handling was not detected. Live MCP probe: 33 ms, 0 protocol request(s).
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Actionable limits
Rate limits are documented at https://developer.atlassian.com/cloud/trello/guides/rest-api/rate-limits/ with a concrete limit and rate-limit response headers. To reach the top level, it would need 429 handling, Retry-After guidance, and tier/plan differences.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No rate-limit response headers were present.
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
Attributable identity and consistent claims
Homepage exposes one org-identity signal (social).
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
At least one legal policy page is discoverable.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
One metadata consistency warning: canonical_mismatch.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
security.txt at https://trello.com/.well-known/security.txt includes Contact, a future Expires date, and Encryption or Policy.
These are recorded points before the total is normalized to 100.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No first-party HTTPS MCP endpoint was declared, so live server identity was not detected. Live MCP probe: 33 ms, 0 protocol request(s).
Additional evidence for this capability. It earns no separate points, so observing another related signal does not count twice.
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.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
Application isolation declarations
No first-party HTTPS MCP endpoint was declared. This metadata-only check did not call tools or read app resources.
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.
Detected MCP application UI
Declared origins and CSP are relevant safeguards for an embedded UI, but declarations alone do not establish effective isolation.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check
No first-party HTTPS MCP endpoint was declared. This metadata-only check did not call tools or read app resources.
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.
Detected MCP application UI
Declared origins and CSP are relevant safeguards for an embedded UI, but declarations alone do not establish effective isolation.
These sources inform the check. They do not validate our exact point weights.
Current guidance · 2026-10-15. Recorded scores are unchanged.
No public evidence URL recorded for this check