Sophia Labs — MCP Server

Two MCP servers for building cognitive AI agents: a 9-chapter architecture blueprint + a 7-chapter coding agent playbook.

What Is This?

Two MCP endpoints serving production-tested patterns for building cognitive AI agents, extracted from a system running 24/7 for 6+ months:

Product	Endpoint	Tools	Topics
Architecture Blueprint	`/blueprint/mcp`	4	Bio-digital architecture, routing, memory, autonomics, identity
Coding Agent Playbook	`/devops/mcp`	3	Agent coordination, rules files, workflows, GitOps, CLI patterns

Each product has its own Gumroad license key. Buy one or both.

Connect in 30 Seconds

Architecture Blueprint (Cursor / VS Code)

Add to .cursor/mcp.json or .vscode/mcp.json:

{
  "mcpServers": {
    "sophia-blueprint": {
      "url": "https://sophialabs.gantlett.io/blueprint/mcp",
      "headers": { "Authorization": "Bearer YOUR_BLUEPRINT_KEY" }
    }
  }
}

Coding Agent Playbook (Cursor / VS Code)

{
  "mcpServers": {
    "sophia-playbook": {
      "url": "https://sophialabs.gantlett.io/devops/mcp",
      "headers": { "Authorization": "Bearer YOUR_DEVOPS_KEY" }
    }
  }
}

Claude Code

# Blueprint
claude mcp add sophia-blueprint --transport http https://sophialabs.gantlett.io/blueprint/mcp

# Playbook
claude mcp add sophia-playbook --transport http https://sophialabs.gantlett.io/devops/mcp

Free chapters work without a key. License keys unlock the full content.

Tools

Architecture Blueprint — `/blueprint/mcp`

Tool	Description
`sophia_blueprint_list()`	List all 9 chapters with titles and descriptions
`sophia_blueprint_chapter("3")`	Get full content of any chapter by number or keyword
`sophia_blueprint_search("heartbeat")`	Semantic search across all chapters
`sophia_blueprint_pattern("fleet bridge")`	Look up specific architectural patterns

Coding Agent Playbook — `/devops/mcp`

Tool	Description
`sophia_playbook_list()`	List all 7 playbook chapters with titles
`sophia_playbook_chapter("2")`	Get full content of any playbook chapter
`sophia_playbook_search("workflow")`	Search across playbook chapters

Chapters

Architecture Blueprint

#	Title	Access
01	The Bio-Digital Metaphor	FREE
02	Identity & Personality	License
03	Multi-Tier Routing	FREE
04	Expert Swarm Architecture	License
05	Memory Architecture	License
06	Autonomic Systems	License
07	Nervous System & Observability	License
08	Model Strategy	License
09	Productionizing	License

Coding Agent Playbook

#	Title	Access
00	From 2020 to 2026	FREE
01	Parallel Agent Coordination	License
02	The Agent Rules File	FREE
03	Workflow Templates	License
04	GitOps for AI Teams	License
05	CLI Over MCP	License
06	Trust the Agent	License

Get license keys: sophialabs.gumroad.com

Self-Hosting

git clone https://github.com/mgantlett/sophia-blueprint-mcp.git
cd sophia-blueprint-mcp
pip install -r requirements.txt
python server.py

Links

Landing Page: sophialabs.gantlett.io
Full PDFs + License Keys: sophialabs.gumroad.com
The Project: Sophia Backlog — the production system these patterns are extracted from
Updates: @markgantlett

License

MIT — see LICENSE.

Built by Sophia Labs — cognitive AI architecture, distilled.

Sophia Labs