{
  "repo_path": "/Users/user/projects/my-python-app",
  "task_description": "Review the recent changes in core/auth.py, suggest unit tests, and check for refactor opportunities.",
  "target": "staged"
}

# squad-mcp — Pipeline Report

**Total cost:** $0.0244 | **Estimated savings:** 83.5% vs. running everything on Sonnet without caching
**Duration:** 3.42s

## Docs Agent (claude-haiku-4-5-20251001)
Added a missing docstring to `authenticate_user`.

```diff
 def authenticate_user(username, password):
+    """Authenticates a user against the database."""
      return db.query(username, password)
```

## Test Agent (claude-haiku-4-5-20251001)
Added edge-case tests (empty password, SQL injection input).

## Refactor Agent (claude-sonnet-5)
Found a timing-attack risk in the password comparison — suggested `secrets.compare_digest`.

## Review Agent
Skipped — triage determined this change carries no architectural risk.

graph TD
    User([Claude Code / User]) -->|dev_squad_process| Server[squad-mcp]
    Server --> Fetcher[Context Fetcher]
    Fetcher -->|one query| Graph[codebase-memory-mcp]
    Fetcher --> Triage{Triage}
    Triage -->|skip what's not needed| Router[Model Router]
    Router --> Docs[Docs Agent]
    Router --> Test[Test Agent]
    Router --> Refactor[Refactor Agent]
    Router --> Review[Review Agent]
    Docs & Test & Refactor & Review --> Report[Combined report + cost log]
    Report --> User

# 1. Install codebase-memory-mcp (squad-mcp depends on it)
curl -fsSL https://raw.githubusercontent.com/DeusData/codebase-memory-mcp/main/install.sh | bash

# 2. Clone and install squad-mcp
git clone https://github.com/MustafaBozann/squad-mcp.git
cd squad-mcp
python -m venv .venv
.venv\Scripts\activate      # Windows
# source .venv/bin/activate # macOS/Linux
pip install -e .[dev]

# 3. Add your API key
copy .env.example .env      # Windows
# cp .env.example .env      # macOS/Linux
# then fill in ANTHROPIC_API_KEY

{
  "mcpServers": {
    "squad-mcp": {
      "command": "C:\\path\\to\\squad-mcp\\.venv\\Scripts\\python.exe",
      "args": ["C:\\path\\to\\squad-mcp\\squad_mcp\\mcp_server.py"]
    }
  }
}