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Cloudglue

Cloudglue is a developer API that turns videos into structured, LLM-ready context, extracting speech, diarization, visual descriptions, on-screen text, and more so developers can search, chat, and build video-aware AI at scale.

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Cloudglue screenshot

Cloudglue is a video context engine and API that turns video and audio into structured, LLM-ready data for AI applications. It extracts multimodal context including speech, speaker diarization, visual descriptions, on-screen text, and sound, so developers can search, chat, and reason across video content with just a few lines of code.

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The platform is designed to work natively with AI agents and supports building chatbots and RAG across videos with playable citations, running aggregate analysis across thousands of hours of footage, extracting structured data consistently against defined schemas, and searching and retrieving relevant videos and segments at scale. It processes videos directly from uploads or from YouTube, TikTok, and Loom URLs.

Cloudglue emphasizes speed and scale, processing two hours of video in about three minutes and reasoning across hundreds of videos in seconds. It orchestrates and manages multimodal model upgrades under the hood so applications stay current, and offers Python and JavaScript SDKs, an MCP server for direct integration with tools like Claude Desktop and Cursor, a playground, a schema builder, and webhooks. Capabilities include speech transcription with speaker identification, visual scene analysis, scene text recognition, audio description, scene segmentation, and face detection and matching.

It uses credit-based pricing that starts free (200 credits, 25 minutes indexed) with no credit card required, plus one-time credit packs and enterprise plans.

  • CategoryNatural Language Processing Tools
  • Pricing ModelFreemium
  • DeploymentCloud
  • PlatformsWeb

  • Turns videos into structured, LLM-ready multimodal context

  • Speech transcription with speaker diarization and identification

  • Visual scene analysis and on-screen text recognition

  • Chatbot and RAG across videos with playable citations

  • Consistent structured data extraction against defined schemas

  • Search and retrieval of relevant videos and segments at scale

  • Python and JavaScript SDKs, MCP server, playground, and webhooks

  • Direct processing from YouTube, TikTok, and Loom URLs

  1. Get an API key: Sign up and generate your Cloudglue API key.

  2. Connect: Install the Python or JavaScript SDK, or use the MCP server or playground.

  3. Upload video: Add a file or point to a YouTube, TikTok, or Loom URL.

  4. Extract context: Transcribe, describe, segment, or define a schema to extract entities.

  5. Build: Chat, search, or run analysis across your video collections.

  • Video Q&A chatbots
  • Structured data extraction
  • Video knowledge bases
  • Large-scale video analysis
  • Semantic video search

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