Let an AI Agent Watch a Video - Frames + Transcript via API
Give an AI agent (MCP, n8n AI Agent, LangChain, custom GPT) eyes and ears for a video: scene keyframes, a labelled grid image and the spoken words per scene in one JSON row it can read. No LLM key needed - your own model reads the result.
Input
Output fields
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The Video to LLM Context - Keyframes, Transcript & Scenes for AI Actor is ready to run with the inputs already set for "Let an AI Agent Watch a Video - Frames + Transcript via API". Sign up or log in and you'll land in Apify Console with a copy of this exact task.
Start the "Let an AI Agent Watch a Video - Frames + Transcript via API" task
The Video to LLM Context - Keyframes, Transcript & Scenes for AI Actor will start running based on the input automatically. You can also change all the input fields, like video file urls, max scenes / keyframes per video, and more, to match your specific use case.
Receive the "Let an AI Agent Watch a Video - Frames + Transcript via API" output
Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as keyframe grid, file, status, and more.
Integrate into your workflow
The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Let an AI Agent Watch a Video - Frames + Transcript via API" task via API.

Integrate "Let an AI Agent Watch a Video - Frames + Transcript via API" into your workflow
Connect "Let an AI Agent Watch a Video - Frames + Transcript via API" with 100+ integrations, or run it via API or MCP.
Webhook
n8n
Make
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Airbyte
Keboola
IFTTT
Hubspot
GDrive
Gmail
Apify MCP
GitHub
Slack
LangChain
LlamaIndex
Flowise
Pinecone
OpenAI
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Clay