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MCP Server

runitonai-mcp

io.github.StructLabs-io/runitonai-mcp
Education Knowledge & Documentation Public & reachable MCP 2026-07-28

What this MCP does

Provides an index, implementation blocks, and gated chapter content from the Run It on AI book about deploying AI in businesses.

Capabilities

Tools

11 tools
activate
Start here. Returns the Run It on AI companion's full operating instructions (engagement modes, routing, voice rules, tool usage). Call this FIRST — before any other tool — when the user says "Activate Run It on AI", mentions the Run It on AI ebook, or asks for help choosing/deploying AI in their business. No authentication.
Input schema 
{'type': 'object', 'properties': {}}
find_playbook
Stub — not implemented in Phase 1. See tool response 'phase' field.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': True}
find_section
Stub — not implemented in Phase 1. See tool response 'phase' field.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': True}
forget_session_history
Stub — not implemented in Phase 1. See tool response 'phase' field.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': True}
get_implementation_block
Fetch a structured Implementation Block (reader_prompt, agent_notes, target_artifact) by chapter and name. Free to call — no access code needed; the Implementation Blocks are public (they also ship in the open-source server repo).
Input schema 
{'type': 'object', 'required': ['chapter_id'], 'properties': {'name': {'type': 'string', 'description': 'IB name, e.g. compounding-question. Omit to list IBs in chapter.'}, 'chapter_id': {'type': 'string'}}}
get_playbook
Stub — not implemented in Phase 1. See tool response 'phase' field.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': True}
get_session_history
Stub — not implemented in Phase 1. See tool response 'phase' field.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': True}
list_book_index
Discovery: every valid chapter_id with its title — front matter, all chapters, AND all appendices (e.g. appendix-b-online-reference) — plus Implementation Block names per chapter. Call this whenever unsure which chapter_id to use. No authentication.
Input schema 
{'type': 'object', 'properties': {}}
lookup_chapter
Fetch a full chapter or a named section by slug — works for appendices too. Buyer-gated: pass the reader's access_code (their Gumroad license key). Unsure of the slug? Call list_book_index first.
Input schema 
{'type': 'object', 'required': ['chapter_id'], 'properties': {'section': {'type': 'string', 'description': 'Optional H2 section slug within the chapter.'}, 'chapter_id': {'type': 'string', 'description': 'Manuscript slug, e.g. how-ai-actually-works or appendix-b-online-reference. Full list via list_book_index.'}, 'access_code': {'type': 'string', 'description': "The reader's access code: the Gumroad license key from their Run It on AI receipt (format XXXXXXXX-XXXXXXXX-XXXXXXXX-XXXXXXXX). Required unless the request carries an Authorization: Bearer token. Once the reader has supplied it, pass it on every call."}}}
report_telemetry
Stub — not implemented in Phase 1. See tool response 'phase' field.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': True}
save_session_state
Stub — not implemented in Phase 1. See tool response 'phase' field.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': True}
History

Recent tool changes

Added
forget_session_history
Sept. 17, 2026, 12:52 p.m.
Added
save_session_state
Sept. 17, 2026, 12:52 p.m.
Added
get_session_history
Sept. 17, 2026, 12:52 p.m.
Added
report_telemetry
Sept. 17, 2026, 12:52 p.m.
Added
get_playbook
Sept. 17, 2026, 12:52 p.m.
Added
find_playbook
Sept. 17, 2026, 12:52 p.m.
Added
find_section
Sept. 17, 2026, 12:52 p.m.
Added
get_implementation_block
Sept. 17, 2026, 12:52 p.m.
Added
lookup_chapter
Sept. 17, 2026, 12:52 p.m.
Added
list_book_index
Sept. 17, 2026, 12:52 p.m.
Added
activate
Sept. 17, 2026, 12:52 p.m.
Discover

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