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Job Description Ai Mcp

csoai-org/job-description-ai-mcp
STDIOregistry active
Summary

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.

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MCP Scorecard: 86/100

Job Description Ai MCP

MEOK AI Labs EU AI Act License PyPI

Generate, analyze, and optimize job descriptions with bias checking

Generate, analyze, and optimize job descriptions with bias checking.


🚀 Quick Start

# Install via pip
pip install job_description_ai_mcp

# Or install via Smithery
npx -y @smithery/cli@latest install job-description-ai-mcp --client claude

✨ Features

  • MCP protocol compliant
  • Easy installation
  • Well-documented API
  • Production-ready
  • Active maintenance

📖 Documentation

  • Full Documentation
  • API Reference
  • EU AI Act Compliance Guide

🛡️ Compliance

This MCP server is built with EU AI Act compliance built-in:

  • ✅ Article 9 — Risk Management System
  • ✅ Article 13 — Transparency & Instructions for Use
  • ✅ Article 15 — Bias Detection & Testing
  • ✅ Article 26 — FRIA Support (where applicable)
  • ✅ Article 50 — AI Content Watermarking (where applicable)

Need help getting compliant? Book a free 15-min diagnostic →

🏢 Enterprise

Need custom development, SLA guarantees, or white-label deployment?

  • Pro: $99/mo — Full MCP suite + EU AI Act tracking
  • Enterprise: $499/mo — Custom dev + SLA + Dedicated support

View Pricing → | Contact Sales →

🤝 Part of the MEOK Ecosystem

This server is part of the MEOK AI Labs ecosystem — 300+ MCP servers for sovereign AI governance.

DomainPurpose
councilof.aiEU AI Act compliance marketplace
safetyof.aiAI safety & monitoring
meok.aiSovereign AI platform
cobolbridge.aiLegacy modernization

📜 License

MIT © CSOAI-ORG


Built with 💜 by MEOK AI Labs · UK Companies House 16939677

MIT © [MEOK AI Labs](https://meok.ai)

Pairs with MEOK Governance Suite

Build something that touches users? You need compliance. MEOK ships 38 governance MCPs that drop in alongside this tool — EU AI Act, DORA, NIS2, CRA, GDPR, ISO 42001, FDA SaMD, MDR, Basel, MiFID II, MiCA, COPPA, and more.

# One-shot install of the governance pack
npx meok-setup --pack governance

Free tier: 10 calls/day per MCP. Pro tier (£79/mo): unlimited + cryptographically signed compliance attestations your auditor verifies independently.

→ Full catalogue: councilof.ai/catalogue → MEOK AI Labs: meok.ai

💸 Try MEOK in 30 seconds — instant buy ladder

TierPriceWhat you getStripe
Smoke test£1Signed sample MCP-Hardening report + Article 50 PDFhttps://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t
Quick Kit£9EU AI Act Article 50 implementation guide (C2PA + EU-Icon)https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t
Founder Call£2930-min 1-on-1 with the founderhttps://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t

Refundable. UK Stripe — VAT-clean. Builds on the 81-MCP MEOK fleet. Verify any signed report at https://meok.ai/verify.

Configuration

Add to your claude_desktop_config.json (Claude Desktop) or your MCP client config:

{
  "mcpServers": {
    "job-description-ai-mcp": {
      "command": "uvx",
      "args": ["job-description-ai-mcp"]
    }
  }
}

Or: pip install job-description-ai-mcp then run the job-description-ai-mcp command (stdio transport).

Examples

Once configured, ask your assistant, for example:

  • "Use generate_job_description to …"
  • "Use analyze_requirements to …"
  • "Use suggest_salary_range to …"
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Registryactive
Packagejob-description-ai-mcp
TransportSTDIO
UpdatedMay 7, 2026
View on GitHub

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