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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.
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# MCP Server (Model Context Protocol)
AIWG includes an MCP server for programmatic integration with AI tools.
## Quick Start
```bash
# Start MCP server (stdio transport)
aiwg mcp serve
# Install config for Claude Desktop
aiwg mcp install claude
# Install config for Cursor
aiwg mcp install cursor
# View MCP info
aiwg mcp info
```
## Available Tools
| Tool | Description |
|------|-------------|
| `workflow-run` | Execute AIWG workflows programmatically |
| `artifact-read` | Read artifacts from .aiwg/ directory |
| `artifact-write` | Write artifacts to .aiwg/ directory |
| `template-render` | Render templates with variables |
| `agent-list` | List available agents |
## Available Prompts
| Prompt | Description |
|--------|-------------|
| `decompose-task` | Break down complex tasks into steps |
| `parallel-execution` | Plan parallel agent workflows |
| `recovery-protocol` | Handle workflow failures |
These prompts are auto-integrated and available in compatible tools.
## Configuration
### Claude Desktop
After running `aiwg mcp install claude`, the config is placed in:
- **macOS:** `~/Library/Application Support/Claude/claude_desktop_config.json`
- **Linux:** `~/.config/Claude/claude_desktop_config.json`
### Cursor
After running `aiwg mcp install cursor`, the config is added to your Cursor settings.
## Manual Configuration
If automatic installation doesn't work, add this to your MCP config:
```json
{
"mcpServers": {
"aiwg": {
"command": "aiwg",
"args": ["mcp", "serve"]
}
}
}
```
## Technical Details
- **Transport:** stdio (standard input/output)
- **Protocol Version:** MCP 2025-11-25
- **Implementation:** TypeScript with @modelcontextprotocol/sdk
## Further Reading
- [MCP Specification Research](../references/REF-003-mcp-specification-2025.md) — Implementation details
- [MCP Official Docs](https://modelcontextprotocol.io/) — Protocol specification