Leaderboard/Aibooma - AI Agent Registry
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Aibooma - AI Agent Registry

github.com/sairaj-reddy/aibooma↗|v0.2.0
AI & Agents

AI agent registry — search, discover, register, and connect agents via MCP.

40/100
Operational Score
Score Breakdown
Availability20/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
98.6%
P95 Latency
378.6ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 282ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 378ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 98.6%, target 99%+)
Recent Probe Results
TimestampStatusLatencyConformance
Apr 2, 2026success282.3msPass
Apr 2, 2026success250.2msPass
Apr 2, 2026success238.7msPass
Apr 2, 2026success232.3msPass
Apr 2, 2026success249.6msPass
Apr 2, 2026timeout0msFail
Apr 2, 2026timeout0msFail
Apr 2, 2026success262.5msPass
Apr 2, 2026success251msPass
Apr 2, 2026success221.2msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026