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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