MCP install

Available servers

• labsly-systema-mcp — 12+ tools for systems-thinking analysis. Available now.
• labsly-witness-mcp — 4 tools for AI design critique. Q4 2026.
• labsly-dais-mcp — Audience modeling + persuasion analysis. Q2 2026.
• labsly-atlas-mcp — Wardley mapping + premortem + counterfactual. Q2 2027.

Quick install

Systema MCP

pipx install labsly-systema-mcp

Add to Claude Code (~/.claude/config.json)

{
  "mcpServers": {
    "systema": {
      "command": "labsly-systema-mcp",
      "args": []
    }
  }
}

Add to Cursor (.cursor/mcp.json)

{
  "mcpServers": {
    "systema": {
      "command": "labsly-systema-mcp"
    }
  }
}

Add to Cline / Aider

See per-host docs for MCP integration. The labsly servers follow the standard MCP protocol — any MCP-compatible host works.

Shared response envelope

All labsly MCP tools return a shared envelope so AI agents can reason about outputs consistently:

{
  "result": "<tool-specific payload>",
  "needs_revision": true | false,
  "action_items": [
    { "severity": "high" | "medium" | "low",
      "description": "<what to do>",
      "rationale": "<why>" }
  ],
  "pass_threshold": {
    "score": 0.0-1.0,
    "passed": true | false,
    "explanation": "<what threshold means>"
  },
  "provenance": {
    "tool": "<tool name>",
    "model": "<model used>",
    "confidence": 0.0-1.0,
    "epistemic_source": "stated" | "inferred" | "synthesized" | "observed"
  }
}

Schema: labsly.com/schemas/persona-v1.json for the persona format used across the Suite.