Praxis Workforce

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "physical-agency": {
      "type": "http",
      "url": "https://jobs.made-in.ai/api/mcp"
    }
  }
}

6 tools

• get_capabilities

  Read what this human workforce pool does, task categories, lifecycle, terms, prohibited uses and limits. Call this first.

• search_workers

  Search anonymous worker profiles worldwide by skills, languages, category, remote/on-site location, verification and budget. Results are ranked with explainable match reasons. Use skillsMatch=all for strict skill requirements, or rank for partial matches. weeklyWindow requires…

• get_worker_profile

  Read one anonymous worker profile by handle (e.g. "w-7kq2xm").

• list_skills

  List skills, languages, categories and countries actually present in the active pool, with worker counts. Use these values in search_workers.

• list_products

  Search the product catalog by Korean or English discovery terms, family or group. Paginated; use nextOffset. Includes agent tasks and traditional staffing (driving, housekeeping, construction, etc). Listings require consultation and do not confirm available workers, prices or…

• get_product

  Read product request conditions, completion criteria, consultation checks, related products and discovery guidance by stable productId (e.g. LAB01, TRD001). Set locale=en for English or ko for Korean. Research rank is not availability.

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