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

ai-agent-index

Search and retrieve structured data on AI agents for business automation. Filter by category, pricing, integration, and capability. Updated daily.

65/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
195.1ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 177ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 195ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
May 26, 2026success177.7msPass
May 25, 2026success195.1msPass
May 18, 2026success195.3msPass
May 16, 2026success191.6msPass
May 13, 2026success275.2msPass
May 13, 2026success184.4msPass
May 12, 2026success186.1msPass
May 11, 2026success298.2msPass
May 9, 2026success401.5msPass
May 7, 2026success202.6msPass
Source Registries
smithery
First Seen
Apr 11, 2026
Last Seen
May 26, 2026
Last Probed
May 26, 2026