
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)
claude mcp add ai-ops-mcp -- uvx ai-ops-mcpAdd your badge
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| Package | ai-ops-mcp |
|---|---|
| Transport | STDIO |
| Auth | None |
| Last updated | June 15, 2026 |
| Repository | CSOAI-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
Ai Ops MCP
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_checkto …" - "Use
check_serviceto …" - "Use
security_scanto …"
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.