About koalr-mcp
koalr-mcp is an MCP server published by koalr in the RAG category: 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.
Recent commit activity is the strongest signal that reported issues will get attention.
Install
git clone https://github.com/koalr/koalr-mcpThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (1)
score_pr_for_deploy_riskScore a pull request 0–100 using 36 research-validated signals
Parameters not published.
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README
koalr-mcp
Koalr MCP server — connect your engineering metrics, deploy risk scoring, and DORA performance data to Claude, Cursor, Windsurf, and any MCP-compatible AI assistant.
What can it do?
Once connected, ask your AI assistant things like:
- "Score PR #847 in our API repo for deployment risk"
- "Which open PRs are most likely to cause a production incident?"
- "What is our DORA performance tier this month?"
- "Show me all PRs open more than 3 days on the backend team"
- "How is our AI coding tool adoption trending?"
- "What was our MTTR for incidents last quarter?"
- "Find developers with the highest PR throughput"
- "What is our org-wide test coverage trend?"
Quick Start
1. Get an API Key
Go to app.koalr.com/settings/api-keys, create a key, and copy it. It starts with koalr_.
2. Install in your AI assistant
Claude Desktop
Add to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"koalr": {
"command": "npx",
"args": ["-y", "koalr-mcp@latest"],
"env": {
"KOALR_API_KEY": "koalr_your_key_here"
}
}
}
}
Cursor
Add to ~/.cursor/mcp.json:
{
"mcpServers": {
"koalr": {
"command": "npx",
"args": ["-y", "koalr-mcp@latest"],
"env": {
"KOALR_API_KEY": "koalr_your_key_here"
}
}
}
}
Windsurf
Add to ~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": {
"koalr": {
"command": "npx",
"args": ["-y", "koalr-mcp@latest"],
"env": {
"KOALR_API_KEY": "koalr_your_key_here"
}
}
}
}
Claude Code (CLI)
claude mcp add koalr \
-e KOALR_API_KEY=koalr_your_key_here \
-- npx -y koalr-mcp@latest
Available Tools
Deploy Risk
| Tool | Description |
|---|---|
score_pr_for_deploy_risk |
Score a PR 0–100 for deployment risk using Koalr's 36-signal model. Returns factor breakdown: change entropy, DDL migrations, author expertise, CODEOWNERS violations, and more. |
Organization
| Tool | Description |
|---|---|
get_org_health |
Overall org health: DORA tier, cycle time, active teams, recent incidents |
get_well_being_summary |
Developer well-being: focus time, meeting load, burnout signals |
DORA Metrics
| Tool | Description |
|---|---|
get_dora_summary |
Deployment frequency, lead time for changes, change failure rate, MTTR |
get_dora_trend |
DORA trend over time (7d, 14d, 30d, 90d) |
Pull Requests
| Tool | Description |
|---|---|
get_pr_summary |
PR volume, cycle time, review turnaround for a period |
get_open_prs |
Currently open PRs with age, size, and review status |
get_at_risk_prs |
PRs flagged as at-risk: long open, large, stalled in review |
Teams
| Tool | Description |
|---|---|
list_teams |
All teams in your org |
get_team |
Team detail: members, DORA performance, recent activity |
list_team_members |
Members of a specific team |
Developers
| Tool | Description |
|---|---|
get_developer |
Individual developer profile: PR throughput, review activity, cycle time |
list_top_contributors |
Top contributors by PR throughput, reviews, or impact |
Repositories
| Tool | Description |
|---|---|
list_repositories |
All repos with language, activity, and health status |
get_repository |
Single repo detail: deployment frequency, cycle time, contributors |
Incidents
| Tool | Description |
|---|---|
list_recent_incidents |
Recent incidents from PagerDuty/OpsGenie with MTTR and severity |
Coverage
| Tool | Description |
|---|---|
get_coverage_summary |
Test coverage by repository with trend |
AI Adoption
| Tool | Description |
|---|---|
get_ai_adoption_summary |
GitHub Copilot and Cursor usage metrics |
get_ai_adoption_trend |
AI coding tool adoption trend over time |
Search
| Tool | Description |
|---|---|
search |
Search developers, repos, PRs, and teams by name |
Environment Variables
| Variable | Description | Default |
|---|---|---|
KOALR_API_KEY |
Your Koalr API key (required) | — |
KOALR_API_URL |
API base URL (for self-hosted Koalr) | https://api.koalr.com |
MCP_TRANSPORT |
Transport mode: stdio or http |
stdio |
PORT |
Port for HTTP transport mode | 3010 |
About Koalr
Koalr is an engineering metrics platform for software teams. It tracks DORA metrics, PR health, developer experience, and — uniquely — deployment risk prediction using a 36-signal ML model that scores every PR before it merges.
README copy captured when this server was indexed; it may lag the repository. The original is authoritative.