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You MUST follow the rules in this guide. Summarise its intent in three lines.
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```
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Or use the MCP Server:
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Or use the [AI Developer Guide MCP Server](./mcp/ai-developer-guide-mcp/README.md) to integrate with Claude Desktop, Claude Code, VS Code, and other MCP-compatible tools:
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```json
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{
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}
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```
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##MCP Server
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The MCP Server is also available as a [Docker Image](#TODO link to docker guide in mcp readme) and a [Helm Chart](# TODO link to helm chart in mcp readme) which can optionally deploy to [Ark](https://github.com/mckinsey/agents-at-scale-ark).
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The AI Developer Guide can also be used with an [MCP (Model Context Protocol) server](./mcp/ai-developer-guide-mcp/README.md) that provides programmatic access to all guides and can be integrated with Claude Desktop, Claude Code, VS Code, and other MCP-compatible tools.
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The AI Developer Guide is like a set of **super-charged coding instructions** for an LLM.
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The AI Developer Guide is like a set of super-charged instructions for an LLM.
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Now try some prompts such as:
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Try some prompts such as:
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- "Look through the AI developer guide and tell me how to improve my project"
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- "What would be the essential patterns for open source for me to implement"
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