This server helps you generate, analyze, and optimize job descriptions while checking for bias in the content. It's built by MEOK AI Labs with EU AI Act compliance baked in, covering risk management, transparency requirements, and bias detection protocols. The README mentions it's MCP protocol compliant and production ready, though it doesn't detail specific tools or prompts exposed. You'd reach for this if you're hiring and want to catch biased language before posting roles, or if you're in a regulated environment where job postings need audit trails. Installation works via pip or Smithery, and it ships with documentation covering the compliance aspects.
claude mcp add --transport stdio csoai-org-job-description-ai-mcp -- uvx job-description-ai-mcp