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

koalr-mcp

Koalr — Deployment Intelligence MCP Server Query your engineering data directly from Claude. Koalr's MCP server gives AI assistants read-only access to your GitHub-connected engineering metrics: deploy risk scores, DORA metrics, open PRs, team health, coverage, and incident data. What you can do: Score any pull request for deployment risk (0–100) before merging Get DORA metrics: deployment frequency, lead time, change failure rate, MTTR Find at-risk PRs, slow reviewers, and coverage gaps Query team and contributor performance Summarise org health, AI adoption, and well-being signals 20 read-only tools. No write access. Works with any GitHub-connected Koalr org. Requires a Koalr API key — get one at app.koalr.com → Settings → API Keys.

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
229.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 110ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 229ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 10, 2026success110.2msPass
Apr 10, 2026success209.2msPass
Apr 10, 2026success229.5msPass
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 10, 2026
Last Probed
Apr 10, 2026
koalr-mcp — Chiark Agent Quality Index