Ai Ops Mcp
Expose AI operations checks and runbooks to your coding agent through MCP while you run production AI services.
Overview
io.github.CSOAI-ORG/ai-ops-mcp is a MCP server for the Operate phase that connects coding agents to MEOK AI Labs AI operations tooling over stdio.
What is this MCP server?
- 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
- Server manifest version 1.0.4
- PyPI package identifier ai-ops-mcp
- Stdio transport type in MCP registry entry
What problem does it solve?
You run AI-backed features in production but operational tasks stay manual and disconnected from your agent workflow.
Who is it for?
Indie operators who want agent-accessible AI ops hooks next to their MCP-based development setup.
Skip if: Teams needing enterprise APM with SLAs and no MCP client, or builders still in prototype-only Validate work.
What do I get? / Deliverables
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
Recommended MCP Servers
Journey fit
How it compares
MCP operations helper, not a full Datadog-style monitoring suite or deploy skill.
Common Questions / FAQ
Who is io.github.CSOAI-ORG/ai-ops-mcp for?
Solo builders 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.