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Pooja/mcp doc fix (#506)
* Add Flash Docs * clarify API key setup and update create with agent * Moved from flash to ff cli * Moved to Advanced section * Fix broken links * move around the files and split the section into pages * Update FlutterFlow CLI documentation: rename 'Download Projects' to 'Exporting Projects' and enhance 'Build with AI Agents' section with more info about the mcp tool * remove redundant info box and clarify workspace description * Remove outdated DSL gaps * address review comments * Fix broken links * nit fixes * reorganize sections on agent edit scope, branches, and rollback, and clarify project switching process. * Add Makefile for staging deployment and update README with usage instructions * added visuals * nit fix * reorganizing MCP server tools into categories * Update Google Analytics configuration to conditionally set tracking ID based on environment * nit fix * [bugfix] wrong step name for existing project id * [bugfix] remove unintended header + add hyperlinks --------- Co-authored-by: Pinkesh <[email protected]>
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docs/ff-concepts/advanced/flutterflow-cli/flutterflow-mcp.md

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- Anything outside the FlutterFlow project itself — running the app, deploying it, creating Firebase projects, managing secrets, App Store submissions.
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## MCP Server Tools
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### Refreshing Stale Context
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If you've made visual edits since the agent last read the project, the agent's local snapshot is stale. Two ways to fix it:
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- **Ask the agent to refresh.** Most agents call the MCP `refreshContext` tool on their own when they detect drift, but you can prompt explicitly: "refresh the project context."
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- **Run it from the CLI.** `flutterflow ai context-check` reports whether the local snapshot is behind, and `flutterflow ai refresh-context <project-id>` pulls the latest.
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- **Ask the agent to refresh.** Most agents call the [`refresh-context`](#mcp-tools) tool on their own when they detect drift, but you can prompt explicitly: "refresh the project context."
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- **Run it from the CLI.** `flutterflow ai context-check` reports whether the local snapshot is behind, and `flutterflow ai refresh-context <project-id>` pulls the latest.
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See [MCP tools](#mcp-tools) for the full command list.
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## Branches and Rollback
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