Flask Video Feedback
FreeNot checkedVideo feedback for AI agents via Flask (flask.do). Agents upload renders for human review and get the feedback back as transcribed, timestamped comments over MC
About
Video feedback for AI agents via Flask (flask.do). Agents upload renders for human review and get the feedback back as transcribed, timestamped comments over MCP, with annotated frames and versioned revisions.
README
Flask is the feedback layer for video, built for the agentic loop: your agent uploads a render and shares the link instantly. The reviewer doesn't type - they hit record and talk through the video (voice, camera, screen, drawing on frames), and Flask turns the recording into structured, timestamped comments with transcripts. The agent reads that feedback and iterates, pushing each revision as a new version of the same asset. Typed comments work too - recordings are the advantage, not a requirement.
This plugin connects the Flask MCP server and teaches the agent the full review loop.
Install
One command connects the Flask MCP server (Claude Code, Cursor) and installs the review-loop skill for any agent that reads skills:
npx flask-feedback
Prefer to wire things yourself? Per-client instructions below.
Claude Code
/plugin marketplace add tryflask/skills
/plugin install flask@flask
Then authenticate once: /mcp -> flask -> complete the browser sign-in.
No plugin manager? Connect the MCP server directly:
claude mcp add --transport http flask https://api.flask.do/api/mcp/mcp
Cursor, Codex, and other agents
Install the review-loop skill (works across skills-compatible clients):
npx skills add tryflask/skills
Then connect the MCP server:
- Cursor: Install MCP Server
- claude.ai / Claude Desktop: Settings -> Connectors -> add
https://api.flask.do/api/mcp/mcp - Any MCP client: Streamable HTTP at
https://api.flask.do/api/mcp/mcp(OAuth sign-in opens in the browser on first use)
What the agent can do
| Tool | What it does |
|---|---|
contents, search, recent_activity |
Browse folders/assets, search, latest team feedback |
feedback_list, feedback_get |
Read feedback with tags, timestamps, recording transcripts (transcript: "full" for whole recording) |
wait_for_feedback |
Long-poll - returns new feedback the moment it's left |
get_annotated_frames |
Returns the video frames a recording pointed at / drew on, as images with the drawing rendered in, plus the transcript marked [FRAME N] - resolves "this"/"here"/drawn-circle references to actual pixels |
upload_file_start / upload_file_complete |
Upload a local video (5GB max) via presigned URL; share link available the instant the upload starts |
upload_video |
Import from a public URL or Google Drive link |
version_of (param on uploads) |
Upload as a new version of an existing asset - one stable link for the whole iteration |
asset_status, tags, permission_get |
Processing status, tag distribution, folder access |
The server is read-only except for uploads - it can never edit or delete anything.
The loop in practice
agent renders video -> upload_file_start -> user gets flask.do link instantly
user records feedback on the video -> wait_for_feedback returns it (transcribed)
agent implements changes -> uploads v2 with version_of -> same link shows v2
Docs and support
- Server documentation: https://flask.do/mcp
- Support: [email protected]
This repo is kept in sync with the MCP server. Tool list and behavior described here mirror https://flask.do/mcp, which is the source of truth.
Install Flask Video Feedback in Claude Desktop, Claude Code & Cursor
unyly install flask-video-feedbackInstalls into Claude Desktop, Claude Code, Cursor & VS Code — handles npx, uvx and build-from-source repos for you.
First time? Get the CLI: curl -fsSL https://unyly.org/install | sh
Or configure manually
Run in your terminal:
claude mcp add flask-video-feedback -- npx -y flask-feedbackFAQ
Is Flask Video Feedback MCP free?
Yes, Flask Video Feedback MCP is free — one-click install via Unyly at no cost.
Does Flask Video Feedback need an API key?
No, Flask Video Feedback runs without API keys or environment variables.
Is Flask Video Feedback hosted or self-hosted?
A hosted option is available: Unyly runs the server in the cloud, no local setup required.
How do I install Flask Video Feedback in Claude Desktop, Claude Code or Cursor?
Open Flask Video Feedback on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.
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