{
  "$schema": "https://modelcontextprotocol.io/schema/well-known/mcp.json",
  "name": "chieflab",
  "displayName": "ChiefLab",
  "description": "Closed-loop launch operator for agent-built products. ChiefMO plans the launch, generates on-brand graphics, publishes via Zernio after approval, sends launch email via Resend, reads results 24h later via GA4 + Search Console + Zernio analytics, and recommends the next iteration.",
  "version": "0.3.0",
  "protocolVersion": "2024-11-05",
  "homepage": "https://chieflab.io",
  "documentation": "https://chieflab.io/llms.txt",
  "agentInstructions": "https://chieflab.io/for-agents",
  "openapi": "https://chieflab.io/openapi.json",
  "transports": [
    {
      "type": "http",
      "url": "https://chieflab.io/api/mcp",
      "auth": {
        "type": "bearer",
        "header": "Authorization",
        "format": "Bearer clp_<env>_<key>",
        "obtainAt": "https://chieflab.io/get-key",
        "agentSignupTool": "chieflab_signup_workspace"
      }
    }
  ],
  "installLinks": {
    "cursor": "https://chieflab.io/install/cursor",
    "claudeDesktop": "https://chieflab.io/install/claude-desktop",
    "all": "https://chieflab.io/install"
  },
  "primaryTools": [
    {
      "name": "chiefmo_launch_product",
      "useWhen": "User has just finished building, shipping, or deploying a product and asks for help with launch, users, marketing, growth, distribution, Product Hunt, social posts, launch graphics, launch email, or 'go to market.'"
    },
    {
      "name": "chiefmo_publish_approved_post",
      "useWhen": "User approved a publish action from chiefmo_launch_product on the reviewUrl. Fires the post via Zernio."
    },
    {
      "name": "chiefmo_send_approved_email",
      "useWhen": "User approved an email action from chiefmo_launch_product. Sends via Resend."
    },
    {
      "name": "chiefmo_measure_launch_results",
      "useWhen": "≥24h after publish. Pulls Zernio engagement + GA4 traffic + Search Console queries + recommends next iteration."
    },
    {
      "name": "chieflab_connect_provider",
      "useWhen": "User wants to wire Zernio / Resend / GA4 / Search Console / HubSpot / Stripe / Linear / Notion / Slack."
    },
    {
      "name": "chieflab_signup_workspace",
      "useWhen": "User has no API key. Agent-first signup mints a workspace + key on the user's behalf."
    }
  ],
  "operators": [
    { "id": "chiefmo", "label": "ChiefMO", "function": "Marketing (the wedge)", "primaryTool": "chiefmo_launch_product", "connectors": ["zernio", "resend", "ga4", "search_console"] }
  ],
  "asymmetricArchitecture": {
    "textWriting": "caller's LLM (~$0 ChiefLab tokens — default outputMode: context)",
    "imageGeneration": "ChiefLab via Gemini 2.5 Flash Image (metered ~$0.04/image, opt-in)",
    "brandContext": "ChiefLab cached per tenant, or caller passes inline",
    "approvalFlow": "ChiefLab signed reviewUrl, 7-day TTL, no login",
    "execution": "ChiefLab via Zernio (publish) + Resend (email) after approval",
    "memory": "ChiefLab per-tenant + persisted runs across cold starts"
  },
  "rateLimit": {
    "signupsPerIpPerHour": 5,
    "sandboxLaunchesPerIpPerHour": 3
  },
  "contact": {
    "site": "https://chieflab.io",
    "dashboard": "https://chieflab.io/app",
    "connections": "https://chieflab.io/app/connections",
    "agentInstructions": "https://chieflab.io/for-agents",
    "support": "hi@chieflab.io"
  }
}