Leaderboard/AgentGrade
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

AgentGrade

agentgrade.com↗|v1.0.0

Scan any website for AI agent readiness, payment protocols, and discovery endpoints

85/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
743.7ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 52ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 743ms, task completion: 100%
Tools
4 tools verified via live probe
verified 5d ago
Server: agentgradeVersion: 1.0.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
May 22, 2026success52.8msPass
May 22, 2026success72.6msPass
May 21, 2026success102.3msPass
May 20, 2026success57.5msPass
May 18, 2026success743.7msPass
May 16, 2026success74.6msPass
May 13, 2026success87.5msPass
May 13, 2026success109.2msPass
May 12, 2026success240.6msPass
May 11, 2026success255.2msPass
Source Registries
mcp-registry
First Seen
Apr 12, 2026
Last Seen
May 23, 2026
Last Probed
May 22, 2026