MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
AI Visibility Checker
Check if ChatGPT, Perplexity & Google AI recommend a brand, plus an AI-agent readiness audit. Free.
90/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance30/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
39.5ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 39ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 39ms, task completion: 100%
Skills
check_ai_visibility
Check whether AI assistants (ChatGPT, Perplexity, Google AI Overviews) recommend a brand when buyers ask for recommendations in its category. Returns an AI Visibility Score (0-100), how often the brand is named across real buyer questions, and which competitor brands the AI names instead. Free.
check_agent_readiness
Audit whether a website is ready for AI shopping/research AGENTS to discover and use it: AI-crawler access (GPTBot/ClaudeBot/PerplexityBot), llms.txt, schema.org structured data, and a /.well-known agent manifest. Returns a 0-100 agent-readiness score with specific gaps. Free.
Tools
2 tools verified via live probeServer: ai-visibility-checkerVersion: 1.1.0Protocol: 2024-11-05
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Jun 10, 2026 | success | 39.5ms | Pass |
Source Registries
mcp-registry
First Seen
Jun 9, 2026
Last Seen
Jun 9, 2026
Last Probed
Jun 10, 2026