MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
Ideabob Validation
Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.
74/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
978.8ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 400 in 457ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 978ms, task completion: 0%
Skills
score_idea
Score a startup or product idea across 9 weighted dimensions. Returns an Opportunity Score (0-100), decision label, breakdown, and reasoning.
validate_market_fit
Run AI-powered market fit validation. Provide either an existing ideaId or an ad-hoc idea description. Returns problem hunt, size check, competition map, traffic prediction, and verdict.
generate_competitor_analysis
Run AI-powered competitor analysis. Provide either an existing ideaId or ad-hoc { idea, websiteUrl }. Returns competitors, strengths/weaknesses, positioning, and competitive score.
export_idea_report
Export a complete idea report (scores, validations, pressure tests, competitor analysis, market research) as clean JSON ready for PDF generation.
Tools
4 tools verified via live probeServer: ideabob-validationVersion: 1.0.0Protocol: 2025-03-26
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 28, 2026 | success | 457.1ms | Pass |
| Apr 28, 2026 | success | 978.8ms | Pass |
| Apr 27, 2026 | success | 622.9ms | Pass |
Source Registries
mcp-registry
First Seen
Apr 23, 2026
Last Seen
Apr 27, 2026
Last Probed
Apr 28, 2026