io.github.CSOAI-ORG/recruitment-ai-mcp — Model Context Protocol Server

The Recruitment Ai MCP Server (by MEOK AI Labs) provides an MCP server interface for agentic AI workflows, described as “Recruitment Ai MCP Server.” The repo is associated with a PyPI package (recruitment_ai_mcp), and includes an MIT license badge.

🛠️ Key Features

Model Context Protocol (MCP) server
5 tools
Labeled as “MEOK AI Labs MCP Server”
Topics include: mcp, mcp-server, model-context-protocol, agentic-ai, ai-governance, compliance, and claude

🚀 Use Cases

Recruitment-focused agentic AI integration
Developer use with MCP tooling (as indicated by MCP and compliance/governance topics)

⚡ Developer Benefits

Tooling support via MCP (toolCount: 5)
Packaged for Python installation (PyPI badge for recruitment_ai_mcp)
Includes license information (MIT badge)

⚠️ Limitations

Provided source data does not include the full “Quick Start” content or specific tool names/behaviors beyond the toolCount.

🛡️ 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)

Domain

Purpose

councilof.ai

EU AI Act compliance marketplace

safetyof.ai

AI safety & monitoring

meok.ai

Sovereign AI platform

cobolbridge.ai

Legacy modernization

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.

bash

# 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.

💸 Try MEOK in 30 seconds — instant buy ladder

Tier

Price

What you get

Stripe

Smoke test

£1

Signed sample MCP-Hardening report + Article 50 PDF

https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t

Quick Kit

£9

EU AI Act Article 50 implementation guide (C2PA + EU-Icon)

https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t

Founder Call

£29

30-min 1-on-1 with the founder

https://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:

json

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

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

Install

Tools (5)

generate_job_descriptionscore_cvgenerate_interview_questionsbenchmark_salarydraft_offer_letter

Add to VS Code Add to Cursor

claude_desktop_config.json

json

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

io.github.CSOAI-ORG/recruitment-ai-mcp