koalr
Model Context Protocol

Deploy Risk Scoring
for Your AI Agent

Connect Koalr to Claude, Cursor, or any MCP-compatible AI assistant. Ask “How risky is this PR?”and get a 0–100 deploy risk score powered by 36 research-validated signals.

Get API keynpm: koalr-mcp

Connect in seconds

Install locally via stdio, or connect remotely — no install required.

Claude Code (CLI)
claude mcp add koalr \
  -e KOALR_API_KEY=your_api_key \
  -- npx -y koalr-mcp@latest
Claude Desktop / Cursor / Windsurf
{
  "mcpServers": {
    "koalr": {
      "command": "npx",
      "args": ["-y", "koalr-mcp@latest"],
      "env": {
        "KOALR_API_KEY": "your_api_key"
      }
    }
  }
}
Remote URL (no install)Smithery & Glama compatible
https://mcp.koalr.com/{your_api_key}/mcp

Replace {your_api_key} with your Koalr API key. Or connect via Smithery and Glama for one-click connection with automatic auth.

stdio

Local install

No account needed to try

Remote

mcp.koalr.com

No install — works in Smithery & Glama

Registries

Smithery · Glama

Discover & connect in one click

Works with

Claude Desktop
Claude Code
Cursor
VS Code + Copilot
Windsurf
Smithery
Any MCP client

20 tools included

Every tool calls Koalr's live production API — real data, not cached snapshots.

Deploy Risk

score_pr_for_deploy_risk

DORA & Delivery

get_dora_summaryget_dora_trend

Pull Requests

get_pr_summaryget_open_prsget_at_risk_prs

Teams & People

list_teamsget_teamlist_team_membersget_developerlist_top_contributors

Organization

get_org_healthget_well_being_summary

Repositories & Coverage

list_repositoriesget_repositoryget_coverage_summary

Incidents & AI Adoption

list_recent_incidentsget_ai_adoption_summaryget_ai_adoption_trendsearch

Ask your AI anything

Natural language queries that route to Koalr's risk engine.

"How risky is PR #247 before we merge for the release?"

Pre-release risk review

"Score the last 5 open PRs and tell me which one to review first."

Triage & prioritization

"Should we merge this before the holiday weekend?"

Deploy timing decisions

"What signals are driving the risk on this migration PR?"

Risk factor breakdown

How it works

01

Install the server

Add koalr-mcp to your MCP client config with your Koalr API key.

02

Ask about a PR

Your AI agent calls score_pr_for_deploy_risk with PR metadata.

03

Get a risk score

Koalr returns a 0–100 score with a full signal breakdown — DDL risk, entropy, author expertise, and more.

Add deploy risk intelligence to your AI workflow

Get a Koalr API key, install koalr-mcp, and start scoring PRs from your AI assistant in minutes.

Get started freeView on npm

Free tier includes deploy risk scoring. No credit card required.