generated: '2026-07-19'
method: searched
status: published
source: https://docs.flutterflow.io/ff-concepts/advanced/flutterflow-cli/flutterflow-mcp
official: true
server:
  name: flutterflow-ai
  description: Official FlutterFlow AI MCP server. Exposes FlutterFlow's Project APIs to an MCP-compatible
    agent (Claude Code, Gemini CLI, Codex) so it can read and modify a FlutterFlow project using real
    project context — plan changes, apply them, and report back into the visual builder.
  transport: stdio
  package: flutterflow_cli
  init: flutterflow ai init
  agent_configs:
  - agent: Claude Code
    file: .mcp.json
  - agent: Gemini CLI
    file: .gemini/settings.json
  - agent: Codex
    file: .codex/config.toml
authentication:
  type: bearer
  token: FlutterFlow API key
  notes: A FlutterFlow API key is required during `flutterflow ai init`; input is masked.
capabilities:
- Live Sessions — apply changes to a running FlutterFlow app and display updates on the connected device
  (update screens, fix issues, inspect logs, trigger hot reload/restart, capture screenshots).
tools:
- name: run
  group: build
  description: Apply generated changes / build the project.
- name: validate
  group: build
  description: Validate project changes before applying.
- name: inspect
  group: explore
  description: Inspect project structure and resources.
- name: resources
  group: explore
  description: List available project resources.
- name: search
  group: explore
  description: Search within the project.
- name: status
  group: explore
  description: Report project / session status.
- name: plan
  group: plan-audit
  description: Plan a set of changes before applying.
- name: trace
  group: plan-audit
  description: Trace how a change propagates.
- name: history
  group: plan-audit
  description: Review change history.
- name: context-check
  group: context
  description: Check that project context is current.
- name: refresh-context
  group: context
  description: Refresh cached project context.
- name: precache
  group: context
  description: Pre-cache project context for faster runs.
- name: upgrade
  group: maintenance
  description: Upgrade the workspace/toolchain.
- name: refresh-workspace
  group: maintenance
  description: Refresh the local workspace.
- name: doctor
  group: maintenance
  description: Diagnose the workspace and toolchain.
deployment:
  mode: local-stdio
  verified: searched
  tools: 15
  checked: '2026-08-12'
  source: catalog MCP census