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AI Ops MCP

  • Updated June 15, 2026
  • CSOAI-ORG/ai-ops-mcp

io.github.CSOAI-ORG/ai-ops-mcp is a MCP server that connects coding agents to MEOK AI Labs AI operations tooling over stdio.

About

io.github.CSOAI-ORG/ai-ops-mcp is a Model Context Protocol server from MEOK AI Labs positioned for AI operations work—keeping agent-connected products healthy after launch. developers often lack a dedicated SRE; an ops-oriented MCP server can surface repeatable checks and operational tasks the agent can run from the IDE instead of one-off shell history. Register the PyPI package ai-ops-mcp over stdio during Operate when you monitor errors, capacity, or AI pipeline health. Catalog metadata is sparse on specific tool names, so read the GitHub repository to map tools to your stack. Use alongside your existing logs, alerts, and hosting dashboards rather than as a replacement observability platform.

  • ai-ops-mcp v1.0.4 PyPI package with stdio MCP transport
  • MEOK AI Labs server under CSOAI-ORG GitHub organization
  • MCP registry manifest aligned to schema 2025-12-11
  • Intended for agent-assisted AI operations workflows in production contexts
  • Local stdio integration for Claude Code-style environments

AI Ops MCP by the numbers

  • Data as of Aug 10, 2026 (Skillselion catalog sync)
terminal
claude mcp add ai-ops-mcp -- uvx ai-ops-mcp

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Packageai-ops-mcp
TransportSTDIO
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Last updatedJune 15, 2026
RepositoryCSOAI-ORG/ai-ops-mcp

What it does

Expose AI operations checks and runbooks to your coding agent through MCP while you run production AI services.

Who is it for?

Best when you want agent-accessible AI ops hooks next to your MCP-based development setup.

Skip if: Skip if you need enterprise APM with SLAs and no MCP client, or developers still in prototype-only Validate work.

What you get

After registration, your agent can call ai-ops MCP tools for operational tasks defined in the upstream repository.

  • Configured ai-ops-mcp stdio server in the agent client
  • Agent-invoked operational checks per repository-defined tools
  • Documented ops workflow tied to MCP tool usage

By the numbers

  • Server manifest version 1.0.4
  • PyPI package identifier ai-ops-mcp
  • Stdio transport type in MCP registry entry
README.md

MCP Scorecard: 86/100

Ai Ops MCP

MEOK AI Labs EU AI Act License PyPI

Ai Ops MCP — automation tooling for ai ops

Ai Ops MCP — automation tooling for ai ops. MIT.


🚀 Quick Start

# Install via pip
pip install ai_ops_mcp

# Or install via Smithery
npx -y @smithery/cli@latest install ai-ops-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

Each tier above the free self-host adds HMAC-signed attestations verifiable at `verify.meok.ai`. Linux Foundation governance on the A2A spine means EU regulated buyers can deploy without vendor-lock-in objections.

💸 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": {
    "ai-ops-mcp": {
      "command": "uvx",
      "args": ["ai-ops-mcp"]
    }
  }
}

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

Examples

Once configured, ask your assistant, for example:

  • "Use system_health_check to …"
  • "Use check_service to …"
  • "Use security_scan to …"

See also

MEOK compliance MCP fleet: accessibility-ai-mcp, health-check-ai-mcp, healthcare-ai-governance-mcp, plagiarism-checker-ai-mcp

Recommended MCP Servers

How it compares

MCP operations helper, not a full Datadog-style monitoring suite or deploy skill.

FAQ

Who is io.github.CSOAI-ORG/ai-ops-mcp for?

Developers operating shipped AI or agent features who use MCP-enabled coding agents daily.

When should I use io.github.CSOAI-ORG/ai-ops-mcp?

Use it in Operate when you monitor production AI services and want repeatable ops actions from your agent.

How do I add io.github.CSOAI-ORG/ai-ops-mcp to my agent?

Install ai-ops-mcp from PyPI, add the stdio MCP server configuration, restart the client, and confirm operational tools appear.

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