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Sophia Labs — MCP Server

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

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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.

Related MCP server: stablebaseline-mcp

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

License

MIT — see LICENSE.


Built by Sophia Labs — cognitive AI architecture, distilled.

A
license - permissive license
-
quality - not tested
D
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

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