Deploy agent production
Skill m00kk/agent-skills-playbook/skills/deploy-agent-production
15 production Agent Skills — MCP, LangGraph, RAG, security, Cursor SDK. MIT licensed.
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Deploys AI agents and MCP servers to production: Docker, serverless, streamable HTTP MCP, secrets, and health checks. Use when shipping agents to prod, hosting MCP remotely, or DevOps for agentic systems.
SKILL.md
1.5 KB, as published. Nobody here has run it
Deploy Agent Production
Deployment targets
| Component | Common target |
|---|---|
| MCP server (stdio) | Dev only / local IDE |
| MCP server (HTTP) | Container + HTTPS reverse proxy |
| LangGraph API | LangGraph Platform or custom FastAPI |
| Worker agents | Queue + autoscaled workers |
Workflow
- [ ] Containerize with pinned dependencies
- [ ] Secrets via vault / platform secrets (never in image)
- [ ] Health check: GET /health or MCP ping tool
- [ ] Timeouts on all outbound tool calls
- [ ] Autoscaling on queue depth or request rate
- [ ] Rollback strategy documented
MCP remote (streamable HTTP)
- TLS termination at gateway
- OAuth for multi-tenant
- Rate limit per API key
- CORS locked to known clients if browser-accessible
Docker sketch
FROM python:3.12-slim
WORKDIR /app
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
COPY . .
CMD ["python", "-m", "mcp_server"]
HEALTHCHECK CMD curl -f http://localhost:8080/health || exit 1
Production checklist
- Resource limits (CPU/memory)
- Structured logs + trace IDs
- Graceful shutdown (drain in-flight)
- Staging environment mirrors prod tools (sandbox APIs)
See secure-mcp-server before exposing HTTP MCP publicly.