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

Ideabob Validation

ideabob.com/mcp↗|v1.0.0

Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.

57/100
Operational Score
Score Breakdown
Availability10/30
Conformance30/30
Performance17/40
Key Metrics
Uptime 30d
78.3%
P95 Latency
753.7ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 400 in 450ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 753ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 78.3%, target 99%+)
Tools
4 tools verified via live probe
verified 3d ago
Server: ideabob-validationVersion: 1.0.0Protocol: 2025-03-26
Recent Probe Results
TimestampStatusLatencyConformance
Jun 12, 2026success450.6msPass
Jun 11, 2026success584.7msPass
Jun 11, 2026success753.7msPass
Jun 10, 2026success408.7msPass
Jun 9, 2026success443.3msPass
Jun 5, 2026success318.8msPass
Jun 5, 2026success253.6msPass
Jun 4, 2026error0msFail
Jun 3, 2026error0msFail
May 30, 2026error0msFail
Source Registries
mcp-registry
First Seen
Apr 23, 2026
Last Seen
Jun 12, 2026
Last Probed
Jun 12, 2026