Hands-on AI Playbook MCP Server

Practical AI guides, patterns, and ready-made tools — for leaders, professionals, and founders who want results, not theory. No technical background required.

Tools

• search_playbook

  Search the Hands-on AI Playbook for pages matching a keyword query. Returns matching pages ranked by relevance with title, description, URL, and section.

• get_page

  Get the full markdown content of a specific playbook page by its path. Use search_playbook first to find the right path.

• list_section

  List all pages in a playbook section. Returns titles, descriptions, and paths for browsing. Set overview_only to true to get just the main topic pages without sub-pages.

• get_building_block

  Get detailed content for an agentic building block and all its sub-pages. Building blocks are: model, prompts, context, projects, memory, skills, agents, mcp, api, sdk, cli.

• get_framework_step

  Get detailed content for an AI Workflow Framework step and all its sub-pages. Steps are: analyze, deconstruct, build.

• list_questions

  List all Q&A pages in the playbook. Each entry includes the question, short answer, section, and URL. Useful for quick answers.

• get_setup_guide

  Get a specific Builder Stack Setup guide with step-by-step instructions. Tools: terminal, editor, git, github, claude-code, registry, voice-to-text.