> ## Documentation Index
> Fetch the complete documentation index at: https://comfyui-mcp.artokun.io/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Agent platform roadmap

# Agent platform roadmap

Extend comfyui-mcp orchestrator + panel with multi-provider agents, cross-provider image sourcing, and autonomous infra management.

## Phase 0 — Per-workflow agent (done in comfyui-mcp)

* `WorkflowTargetStore` + `workflow_path` injection on graph commands
* MCP: `panel_get_workflow_target`, `panel_set_workflow_target`
* Bridge: `set_workflow_target` / `workflow_target` sync
* **Panel follow-up:** honor `workflow_path` in graph executors ([workflow-target.md](./workflow-target.md))

## Phase 1 — Grok backend (P0)

* `GrokBackend` implementing `AgentBackend` (OAuth via Grok Build / xAI CLI)
* Add `grok` to `BackendId`, readiness probe, panel provider chip
* Spike: auth token location, chat/tool wire format, MCP over HTTP parity

## Phase 2 — Cross-provider concept images (P1)

* `fetch_concept_image` — Grok Imagine / Google image gen → temp files
* `apply_reference_to_workflow` — wire refs into LoadImage / Qwen edit / Krea img2img nodes
* Skill: structure-map → Qwen/Krea pipeline

## Phase 3 — AI Toolkit supervisor (P2)

* Process supervisor for local AI Toolkit installs (start/stop, job queue, health)
* MCP tools: `toolkit_status`, `toolkit_run_job`, `toolkit_list_models`

## Phase 4 — RunComfy connector (P3)

* API recon for RunComfy pod lifecycle
* Tools: `runcomfy_list_pods`, `runcomfy_sync_workflow`, `runcomfy_queue`

## Phase 5 — Multi-workflow projects (P4)

* YAML project manifest (ordered workflows, shared assets)
* `run_workflow_pipeline` — execute stages with per-workflow pins

## Notes

* **Google AI Pro:** Gemini agent backend exists; image gen is a separate provider layer, not a new agent backend.
* **Panel repo:** UI for workflow picker binds to `set_workflow_target`; graph executors must respect `workflow_path`.
* **Do not replace comfyui-mcp-panel** — it remains the UI; this repo owns orchestration + MCP tools.