Recruitment Ai Mcp

Name: Recruitment Ai Mcp
Author: CSOAI-ORG

CSOAI-ORG/recruitment-ai-mcp

Updated June 26, 2026
CSOAI-ORG/recruitment-ai-mcp

recruitment-ai-mcp is a MCP server that exposes recruitment AI tools to coding agents via a PyPI stdio package.

About

recruitment-ai-mcp brings hiring-oriented AI capabilities to your coding agent through Model Context Protocol over stdio, packaged as recruitment-ai-mcp on PyPI at version 1.0.4 from MEOK AI Labs. One-person founders and tiny teams use it when they are growing headcount—drafting role descriptions, organizing interview prep, or experimenting with an internal hiring copilot—while still building product in the same toolchain. It also supports scoping if your SaaS targets HR tech, and iteration when you refine how assistants interact with your lightweight ATS. The server is an integration point, not employment law advice or a compliant background-check platform; you remain responsible for bias review, privacy, and regional hiring rules. Configure it in Claude Code or Cursor when recruitment tasks keep interrupting deep work and you want those steps callable from the agent instead of scattered docs.

recruitment-ai-mcp stdio server v1.0.4 from PyPI (MEOK AI Labs)
GitHub package CSOAI-ORG/recruitment-ai-mcp for MCP registry metadata
Useful when solo founders wear recruiter hat without a full ATS budget
Agent-callable surface for hiring AI workflows alongside your internal tools build
Compatible with standard MCP clients using server.schema.json 2025-12-11

Recruitment Ai Mcp by the numbers

Data as of Jul 7, 2026 (Skillselion catalog sync)

terminal

claude mcp add recruitment-ai-mcp -- uvx recruitment-ai-mcp

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Package	recruitment-ai-mcp
Transport	STDIO
Auth	None
Last updated	June 26, 2026
Repository	CSOAI-ORG/recruitment-ai-mcp ↗

What it does

Hook recruitment and hiring-assistant tools into your agent when you run a lean team and need help screening, drafting, or organizing hiring workflows.

Who is it for?

Best when you're hiring first contractors or employees and already rely on MCP in daily development.

Skip if: Enterprises needing verified ATS integrations, GDPR-ready candidate data pipelines, or audited hiring decision systems out of the box.

What you get

Your agent can run recruitment MCP tools so hiring chores and product work share one MCP-enabled environment.

MCP-registered recruitment AI tools available to your coding agent
Streamlined drafting and organization steps during active hiring
Reference integration to CSOAI-ORG/recruitment-ai-mcp v1.0.4

By the numbers

Package version 1.0.4; PyPI identifier recruitment-ai-mcp
stdio MCP transport; GitHub source CSOAI-ORG/recruitment-ai-mcp
Described as recruitment-ai-mcp MCP server by MEOK AI Labs

README.md

Recruitment Ai MCP

MEOK AI Labs MCP Server

MEOK AI Labs MCP Server

🚀 Quick Start

# Install via pip
pip install recruitment_ai_mcp

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

✨ Features

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

📖 Documentation

🛡️ 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.

Domain	Purpose
councilof.ai	EU AI Act compliance marketplace
safetyof.ai	AI safety & monitoring
meok.ai	Sovereign AI platform
cobolbridge.ai	Legacy 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

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:

{
  "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).

Examples

Once configured, ask your assistant, for example:

"Use generate_job_description to …"
"Use score_cv to …"
"Use generate_interview_questions to …"

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How it compares

Hiring-assistant MCP connector, not a full applicant tracking system or HR compliance suite.

FAQ

Who is recruitment-ai-mcp for?

Developers and small teams who recruit while shipping product and want recruitment AI accessible from Claude Code, Cursor, or Codex through MCP.

When should I use recruitment-ai-mcp?

Use it during grow when hiring ramps up, or during validate/build if you are scoping or implementing HR-related agent features.

How do I add recruitment-ai-mcp to my agent?

Install recruitment-ai-mcp from PyPI, configure stdio transport in your MCP settings, and enable the server in your agent client following CSOAI-ORG repository instructions.

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