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MCP Server

agent-readiness

com.webmcp-tool/agent-readiness
Developer Tools Public & reachable MCP 2025-11-25

What this MCP does

Evaluates public websites for AI-agent readiness, explains findings, provides badge embeds, and supports score monitoring.

Capabilities

Tools

5 tools
explain_check
Explain one check
Explain one check from the Agent Readiness Score: what it asks, why an agent cares, how it is weighted, and how to fix it. Use after score_site when the user asks why a particular finding matters.
Read only
Input schema 
{'type': 'object', 'required': ['checkId'], 'properties': {'checkId': {'type': 'string', 'description': 'Check identifier, for example content-without-javascript'}}}
Output schema 
{'type': 'object', 'required': ['id', 'title', 'points', 'question', 'why', 'fix', 'conditional'], 'properties': {'id': {'type': 'string'}, 'fix': {'type': 'string'}, 'why': {'type': 'string'}, 'docs': {'type': 'array', 'items': {'type': 'object', 'required': ['label', 'url'], 'properties': {'url': {'type': 'string', 'format': 'uri'}, 'label': {'type': 'string'}}}}, 'title': {'type': 'string'}, 'pillar': {'type': 'string'}, 'points': {'type': 'number'}, 'snippet': {'type': 'string'}, 'question': {'type': 'string'}, 'conditional': {'type': 'boolean'}}}
get_badge_embed
Get the badge embed
Get the HTML snippet for a site's Agent Readiness badge, so it can be placed on that site. Sites at grade C or better earn bronze, silver or gold. Use when the user has a passing score and wants to display it. Returns HTML to paste; it installs nothing and runs no script.
Read only
Input schema 
{'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'Public http(s) address, for example example.com'}}}
Output schema 
{'if': {'properties': {'eligible': {'const': True}}}, 'else': {'required': ['reason', 'fixFirst', 'reportUrl']}, 'then': {'required': ['tier', 'html', 'note', 'badgePage']}, 'type': 'object', 'required': ['eligible', 'host', 'score', 'grade'], 'properties': {'host': {'type': 'string'}, 'html': {'type': 'string'}, 'note': {'type': 'string'}, 'tier': {'type': 'string'}, 'grade': {'type': 'string'}, 'score': {'type': 'integer', 'maximum': 100, 'minimum': 0}, 'reason': {'type': 'string'}, 'watchIt': {'type': 'string'}, 'eligible': {'type': 'boolean'}, 'fixFirst': {'type': 'array', 'items': {'type': 'object', 'required': ['title', 'fix'], 'properties': {'fix': {'type': 'string'}, 'title': {'type': 'string'}}}}, 'badgePage': {'type': 'string', 'format': 'uri'}, 'reportUrl': {'type': 'string', 'format': 'uri'}}}
list_checks
List the rule set
List every check in the rule set with its pillar, weight and question. Use when the user asks what is measured rather than how one site performs.
Read only
Input schema 
{'type': 'object', 'properties': {}}
Output schema 
{'type': 'object', 'required': ['pillars'], 'properties': {'pillars': {'type': 'array', 'items': {'type': 'object', 'required': ['pillar', 'axis', 'points', 'checks'], 'properties': {'axis': {'type': 'string'}, 'checks': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'title', 'points', 'question'], 'properties': {'id': {'type': 'string'}, 'title': {'type': 'string'}, 'points': {'type': 'number'}, 'question': {'type': 'string'}}}}, 'pillar': {'type': 'string'}, 'points': {'type': 'number'}}}}}}
score_site
Score a site for agent readiness
Score a public website for agent readiness. Returns a number out of 100, a grade, the fitness and adoption sub-scores, the highest-value fixes, scan time and whether the result came from cache. Use this first when asked whether a site is agent-ready or WebMCP-ready.
Read only
Input schema 
{'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'Public http(s) address, for example example.com'}}}
Output schema 
{'type': 'object', 'required': ['host', 'url', 'score', 'grade', 'fetchedAt', 'cached', 'axes', 'pillars', 'fixFirst', 'excluded', 'reportUrl', 'methodology'], 'properties': {'url': {'type': 'string'}, 'axes': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'name', 'earned', 'available', 'question'], 'properties': {'id': {'type': 'string'}, 'name': {'type': 'string'}, 'earned': {'type': 'number'}, 'question': {'type': 'string'}, 'available': {'type': 'number'}}}}, 'host': {'type': 'string'}, 'grade': {'enum': ['A', 'B', 'C', 'D', 'F'], 'type': 'string'}, 'score': {'type': 'integer', 'maximum': 100, 'minimum': 0}, 'cached': {'type': 'boolean', 'description': 'True when this request reused a report already in the server cache.'}, 'pillars': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'name', 'axis', 'earned', 'available'], 'properties': {'id': {'type': 'string'}, 'axis': {'type': 'string'}, 'name': {'type': 'string'}, 'earned': {'type': 'number'}, 'available': {'type': 'number'}}}}, 'excluded': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'title', 'reason'], 'properties': {'id': {'type': 'string'}, 'title': {'type': 'string'}, 'reason': {'type': 'string'}}}}, 'fixFirst': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'title', 'finding', 'fix', 'points'], 'properties': {'id': {'type': 'string'}, 'fix': {'type': 'string'}, 'title': {'type': 'string'}, 'points': {'type': 'number'}, 'finding': {'type': 'string'}}}, 'maxItems': 5}, 'fetchedAt': {'type': 'string', 'description': 'ISO 8601'}, 'reportUrl': {'type': 'string', 'format': 'uri'}, 'methodology': {'type': 'string', 'format': 'uri'}}}
watch_site
Watch a site's score
Send a confirmation email for monitoring a site's Agent Readiness Score. Use only when the user explicitly asks to receive a confirmation email for monitoring at the supplied address. Set sendConfirmationEmail to true only then. Monitoring starts only after the recipient opens the link and confirms on the page; this call itself sends one email.
Open world
Input schema 
{'type': 'object', 'required': ['url', 'email', 'sendConfirmationEmail'], 'properties': {'url': {'type': 'string', 'description': 'Public http(s) address or bare host, for example example.com'}, 'email': {'type': 'string', 'description': 'Address that will receive the confirmation and the alerts'}, 'sendConfirmationEmail': {'type': 'boolean', 'const': True, 'description': 'True only after the user explicitly requests a monitoring confirmation email.'}}}
Output schema 
{'type': 'object', 'required': ['status', 'email', 'host', 'message'], 'properties': {'host': {'type': 'string'}, 'email': {'type': 'string'}, 'status': {'enum': ['confirmation-sent'], 'type': 'string'}, 'message': {'type': 'string'}}}
History

Recent tool changes

Changed
watch_site
Sept. 27, 2026, 2:54 a.m.
Changed
score_site
Sept. 27, 2026, 2:54 a.m.
Added
watch_site
Sept. 17, 2026, 12:38 p.m.
Added
get_badge_embed
Sept. 17, 2026, 12:38 p.m.
Added
list_checks
Sept. 17, 2026, 12:38 p.m.
Added
explain_check
Sept. 17, 2026, 12:38 p.m.
Added
score_site
Sept. 17, 2026, 12:38 p.m.
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