MCP server for creating Future Video Studio renders through the FVS Agent API.
Project description
Future Video Studio MCP
Future Video Studio MCP lets agents create, monitor, cancel, and download cinematic AI video renders through the Future Video Studio Agent API.
The hosted MCP server is available at:
https://mcp.future.video/mcp
The same server can also run locally over stdio from this Python package.
The hosted service also serves the ChatGPT Apps domain verification endpoint at
https://mcp.future.video/.well-known/openai-apps-challenge. Set
OPENAI_APPS_CHALLENGE_RESPONSE only if the submission dashboard requires an
exact challenge body.
ChatGPT App
The hosted MCP server is also ready to connect as a ChatGPT App in developer mode:
Connector URL: https://mcp.future.video/mcp
App manifest: https://mcp.future.video/chatgpt-app.json
Widget URI: ui://future-video-studio/render-console-v1.html
The app exposes a small render console inside ChatGPT. It can prepare a render,
submit account-wallet jobs, create no-account Link pay-per-render quotes, poll
status, show payment links, and open the finished video when FVS returns a
signed final_video_url.
ChatGPT connector setup:
- Account mode: add
X-FVS-Agent-Keyas a secret connector header. - Pay-per-render mode: leave
X-FVS-Agent-Keyunset, or setX-FVS-Billing-Mode: pay-per-render. - Marketplace-linked mode: use the signed
X-FVS-Marketplace-*headers from the account-linking gateway.
In ChatGPT, enable developer mode, create a connector, and use
https://mcp.future.video/mcp as the connector URL. The tool metadata links the
render tools to the FVS widget using the MCP Apps ui.resourceUri field and the
ChatGPT openai/outputTemplate compatibility field.
A2A / Gemini Enterprise Preview
The hosted service also exposes a first A2A-compatible wrapper for the Google Cloud Marketplace / Gemini Enterprise Track 3 path:
https://mcp.future.video/.well-known/agent-card.json
https://mcp.future.video/message:send
https://mcp.future.video/tasks/{task_id}
https://mcp.future.video/tasks/{task_id}:cancel
The A2A layer uses the same X-FVS-Agent-Key account credential as the MCP
server, marketplace-linked account headers, or paid quote mode. A message:send
request can include either plain text brief parts or a structured
fvs_render_request data part. Account and marketplace submissions create an
FVS Agent API render and return an A2A task whose id is the FVS project_id.
Paid quote submissions return HTTP 402 with an A2A task whose id is the
quote_id; pay the returned Link/Stripe MPP payment_url, then poll
/tasks/{quote_id}?claim_token=....
The Agent Card advertises the Official MCP Registry name,
video.future/future-video-studio, so enterprise agents can see both the A2A
delegation surface and the hosted MCP tool surface.
Billing Paths
- Account mode: provide
X-FVS-Agent-KeyorFVS_AGENT_API_KEY. Renders charge the owning Future Video Studio account wallet under the same credit model and saved pipeline defaults as the web app. - Marketplace-linked mode: provide
X-FVS-Marketplace-Accountfor a linked marketplace customer. Production deployments should also setX-FVS-Marketplace-Entitlement,X-FVS-Marketplace-Timestamp, andX-FVS-Marketplace-Signaturefrom the account-linking gateway. The MCP server maps the marketplace account to a stored FVS Agent API key and charges the linked wallet. - Pay-per-render mode: omit account credentials or set
X-FVS-Billing-Mode: pay-per-render. The server returns a Link/Stripe MPP payment quote, then exposes a claim-token status URL so the agent can retrieve the result.
Agents should get explicit user approval before submitting wallet-backed account renders.
Security Configuration
Marketplace account mapping is configured with environment variables on the MCP deployment:
$env:FVS_MARKETPLACE_MODE = "optional"
$env:FVS_MARKETPLACE_SHARED_SECRET = "replace-with-random-secret"
$env:FVS_MARKETPLACE_REQUIRE_SIGNATURE = "true"
$env:FVS_MARKETPLACE_ACCOUNT_KEYS_JSON = '{"acct_google_123":{"api_key":"fvs_live_replace_me","entitlement_id":"ent_123","plan":"starter","status":"active"}}'
The marketplace signature is HMAC-SHA256 over:
{unix_timestamp}.{marketplace_account_id}.{marketplace_entitlement_id}
Send it as X-FVS-Marketplace-Signature: sha256=<hex>. The default timestamp
window is 300 seconds and can be adjusted with
FVS_MARKETPLACE_SIGNATURE_MAX_SKEW_SECONDS.
For Cloud Run production deploys, pass
FVS_MARKETPLACE_SHARED_SECRET_SECRET and
FVS_MARKETPLACE_ACCOUNT_KEYS_JSON_SECRET to scripts/deploy_mcp_cloud.ps1 so
the HMAC secret and account-key mapping come from Secret Manager instead of
plain environment variables.
Tools
fvs_submit_render: submit a render request, optionally with public asset URLsfvs_create_paid_render_quote: create a no-account Link payment quotefvs_get_render_status: check a render byproject_idorstatus_urlfvs_get_paid_render_status: check a paid render bystatus_urlorquote_idplusclaim_tokenfvs_cancel_render: cancel a render byproject_idorcancel_urlfvs_download_final_video: save a completed render from its signed URLfvs_example_render_request: return an example scene render payloadfvs_open_chatgpt_app: open the ChatGPT app widget without creating a render
Downloading Final Renders
Use fvs_download_final_video only after fvs_get_render_status or
fvs_get_paid_render_status returns a final_video_url for a completed render.
If a signed URL has expired, call the relevant status tool again to refresh it.
The download tool:
- performs an unauthenticated HTTPS GET to the signed
final_video_url - writes the video bytes to
output_pathon the MCP server's local filesystem - creates missing parent directories
- refuses to replace an existing file unless
overwriteistrue - does not require
FVS_AGENT_API_KEY - does not spend wallet credits, create renders, cancel jobs, or modify remote state
- may take minutes for large videos and uses a 600 second request timeout
Parameters:
final_video_url: an absolute HTTPS signed URL returned by a completed render status response. Do not pass arbitrary or untrusted URLs.output_path: a local path visible to the MCP server process, such asC:/Users/me/Videos/fvs-result.mp4or/tmp/fvs-result.mp4.overwrite: defaults tofalse; set it totrueonly when replacing the destination file is intended.
Remote MCP Config
Account mode:
{
"mcpServers": {
"future-video-studio": {
"url": "https://mcp.future.video/mcp",
"headers": {
"X-FVS-Agent-Key": "fvs_live_replace_me"
}
}
}
}
Pay-per-render mode:
{
"mcpServers": {
"future-video-studio": {
"url": "https://mcp.future.video/mcp"
}
}
}
Marketplace-linked mode:
{
"mcpServers": {
"future-video-studio": {
"url": "https://mcp.future.video/mcp",
"headers": {
"X-FVS-Billing-Mode": "marketplace-linked-account",
"X-FVS-Marketplace-Account": "acct_google_123",
"X-FVS-Marketplace-Entitlement": "ent_123",
"X-FVS-Marketplace-Timestamp": "<unix_timestamp>",
"X-FVS-Marketplace-Signature": "sha256=<hmac>"
}
}
}
}
Local Install
python -m pip install future-video-studio-mcp
python -m fvs_mcp_server
Example local stdio MCP config:
{
"mcpServers": {
"future-video-studio": {
"command": "python",
"args": ["-m", "fvs_mcp_server"],
"env": {
"FVS_AGENT_API_KEY": "fvs_live_replace_me",
"FVS_AGENT_BASE_URL": "https://app.future.video"
}
}
}
}
FVS_AGENT_API_KEY is optional. Leave it unset to use paid quote mode.
FVS_AGENT_BASE_URL defaults to https://app.future.video.
Local Development
python -m pip install -e ".[dev]"
python -m pytest
python -m fvs_mcp_server
Run the HTTP transport locally:
$env:FVS_MCP_TRANSPORT = "streamable-http"
python -m fvs_mcp_server
Publishing
Build and check the package:
python -m build
python -m twine check dist/*
This package is intended to publish to PyPI as:
future-video-studio-mcp
The MCP Registry package verification marker is the hidden comment near the top of this README:
<!-- mcp-name: video.future/future-video-studio -->
Links
- Future Video Studio: https://future.video
- Agent API docs: https://future.video/api-docs
- Hosted MCP manifest: https://mcp.future.video/server.json
- Official MCP Registry name:
video.future/future-video-studio
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