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

kaizen-lab

KaizenLab is an AI-native hypothesis validation platform for product teams running lean startup cycles. Connect your AI agent (Claude, Cursor, etc.) to access 56 MCP tools covering the full PMF validation workflow: **Core workflows:** - πŸ§ͺ Hypothesis Canvas β€” create, update, and iterate on product hypotheses with sticky notes per field - βœ… Verification Canvas β€” plan experiments, run them, validate or invalidate results - πŸ’‘ Learnings β€” add, search, and analyze patterns across all learnings with AI - πŸ‘₯ Personas & Interviews β€” customer research and discovery - πŸ—ΊοΈ Roadmap β€” prioritize next actions from validated learnings - πŸ“Š PMF Score β€” track product-market fit progress across 5 categories **Expert mode:** Use the MCP directly from Claude Code, Cursor, or any MCP-compatible client to run hypothesis validation loops entirely through your AI agent β€” no UI required. Generate your API key at https://kaizen-lab.buildgeeks.dev/settings

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
211.1ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 182ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 211ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Apr 10, 2026success182msPartial
Apr 10, 2026success196.1msPartial
Apr 10, 2026success211.1msPartial
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 10, 2026
Last Probed
Apr 10, 2026
kaizen-lab β€” Chiark Agent Quality Index