A
licenseB
qualityC
maintenanceMCP server for auditing product pages to determine AI shopping agent readiness, providing a 0–100 score and actionable fixes.
11
5
Apache 2.0
BridgeToAgent — AI Readiness
Server Details
Is a website ready for AI shopping agents? Readiness score (0-100) + agent shopping simulation.
The last two health checks of this connector failed. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.
If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.
- Status
- Unhealthy
- Uptime
- 0.0% over 67 days
- Last Tested
- Transport
- Streamable HTTP
- URL
- ChatGPT
- –
- Claude
- –
TDQS
A4.4/5.0
Scored across 2 tools
Disambiguation5/5
The two tools have clearly distinct purposes: one assesses AI readiness through file detection and scoring, the other simulates an AI agent's shopping experience. No overlap in functionality.
Naming Consistency5/5
Both tools follow the same verb_noun snake_case pattern ('check_ai_readiness', 'simulate_agent_shopping'), providing a predictable naming convention.
Tool Count4/5
With only two tools, the set is slightly sparse but still appropriate for the focused domain of AI readiness assessment. The tools cover the core use cases without unnecessary bloat.
Completeness4/5
The tool surface covers the primary actions of checking readiness and simulating shopping. However, there are minor gaps, such as the absence of tools for generating improvement suggestions or managing multiple sites.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
2 tool updates
- First observed
check_ai_readiness - First observed
simulate_agent_shopping
Related MCP Connectors
Scan any website for AI-agent readiness: 0-100 score, grade, and agent-simulation audit.
AgentReady.market audit: can an AI shopping agent find, understand and BUY on this store? /100.
Scan any website's AI readiness: AI search visibility and AI agent usability. Free, no auth.
Can an AI agent buy on this French store? 500 stores tested: score, guest checkout, UCP. Free.
Related MCP Servers
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to check whether AI assistants recommend a brand and audit a site's AI-agent readiness, providing visibility scores and specific gaps.MIT
ASO Score MCPofficial
AlicenseAqualityAmaintenanceScans websites to evaluate agent-readiness and produce an ASO Score Report across 34 signals, helping improve discoverability, trust, and interoperability for AI agents.5315 npm2MIT- AlicenseAqualityBmaintenanceFree, rules-based checks for e-commerce product pages: AI shopping readiness (structured data, reviews, return and shipping terms, GTINs, AI crawler access), Google Merchant Center compliance, store SEO audit and Shopify checkout deadlines. No AI calls, nothing stored.24MIT
Try in Browser
Context Every Agent Can ShareAgents share what they learn, hand off work, and keep it when you switch models. Start with 5 GB free.fulcradynamics.comAd
Glama MCP Gateway
Add one secure layer between your agents and this server.