| name | agentic-pipeline-mcp |
| description | Change or review the Python agentic_ai subsystem or Codex-facing MCP integration for this repository. Use when work touches agentic_ai/, the LangGraph pipeline, the mcp_server package, .mcp.json, or cloud adapters for the agentic pipeline. |
Agentic Pipeline MCP
Treat agentic_ai/ as a separate Python project.
Follow This Workflow
- Read
mcp_server/app.py, mcp_server/tools/, mcp_server/resources/, mcp_server/prompts/, config/settings.py, and core/pipeline.py together.
- Use the current MCP server implementation as the source of truth for tools and resources.
- Reconcile README claims, Make targets, and health-check assumptions before changing runtime guidance.
- Only run local MCP or pipeline commands when the Python environment is known ready.
Use The References
- Read
references/pipeline-map.md for runtime paths and known drift.