# Echosaw

> Media intelligence platform. Echosaw uses multimodal AI to analyze video, audio, images, and documents (PDF, TXT, MD, PPTX),
> producing searchable transcripts, timeline-aligned insights, and Echosaw Academics study material derived from
> the analyzed media.

Analysis is asynchronous: media is submitted by upload or public URL, processed through a
pipeline (transcription, OCR, object recognition, semantic indexing), and the
results are retrieved by media ID. Educational features build on that output — study packets,
spaced-repetition scheduling (FSRS), and mastery tracking. Emma is the conversational assistant
that answers questions about analyzed media.

## Product

- [Features](https://echosaw.com/features/): capabilities overview
- [Pricing](https://echosaw.com/pricing/): plans and limits
- [Video summarizer](https://echosaw.com/video-summarizer/): summarizing media from a URL
- [For academics](https://echosaw.com/academics/): classroom use, teacher and student guides

## Documentation

- [FAQs](https://echosaw.com/faqs/): task-oriented answers on uploads, formats, results, and billing
- [Student guide](https://echosaw.com/academics/student-guide/): studying from analyzed media
- [Teacher guide](https://echosaw.com/academics/teacher-guide/): study packets, tests, and roster mastery

## Developers

- [API reference](https://echosaw.com/developers/api-reference/): REST endpoints under `/v1`,
  authenticated with an `X-Api-Key` header. Requires a plan with API access.
- [MCP documentation](https://echosaw.com/developers/mcp-documentation/)

## Model Context Protocol

Echosaw is usable directly by AI agents over MCP.

- Remote server: `https://mcp.echosaw.com` — OAuth 2.0, exposes tools for submitting media URLs,
  polling job status, retrieving analysis results, searching and listing media, generating
  download links, and managing folders.
- Local server: `@echosaw/mcp-server` on npm — stdio transport, authenticated with `ECHOSAW_API_KEY`,
  adds direct file upload.
- MCP Registry: `com.echosaw/mcp-server`

## Notes

- Analyzed media and user libraries are private and require authentication; only the pages listed
  above are public.
- [Terms of service](https://echosaw.com/legal/terms-of-service/), [privacy policy](https://echosaw.com/legal/privacy-policy/), [AI use disclosure](https://echosaw.com/legal/ai-use-disclosure/)