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 |
| 4 | Bio-digital architecture, routing, memory, autonomics, identity |
Coding Agent Playbook |
| 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/mcpFree chapters work without a key. License keys unlock the full content.
Tools
Architecture Blueprint — /blueprint/mcp
Tool | Description |
| List all 9 chapters with titles and descriptions |
| Get full content of any chapter by number or keyword |
| Semantic search across all chapters |
| Look up specific architectural patterns |
Coding Agent Playbook — /devops/mcp
Tool | Description |
| List all 7 playbook chapters with titles |
| Get full content of any playbook chapter |
| 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.pyLinks
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.
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