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jevreel MCP server

by DeepAleph·io.github.DeepAleph/jevreel·v0.2.0·47 stars

Search and understand videos without embeddings: contact sheets plus Jev typed decisions.

B82/100grade B
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Safety scan
B82/100

full report

Adoption
Growing

47 stars32 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

jevreel tools (10, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • ask_video

    Find the moments in a video that match a description. Jev screens every contact sheet in parallel, re-checks the top-ranked windows on full frames, and returns times, probabilities and nearby speech.

  • ask_whole_video

    One typed answer about the whole video, from a single request that sees a storyboard of the video, the per-minute timeline and the full transcript.

  • find_in_video

    Find every moment the subject of a reference photo appears, without embeddings: Jev compares the photo with every contact sheet, then re-checks the best windows on full frames.

  • index_video

    Prepare a video: contact sheets at 1 frame per second, the transcript (captions, or local speech-to-text if installed), and a timeline of default answers for every minute. Run once per video; later calls return the cached index immediately and only run lenses it has not seen.

  • list_videos

    Videos already indexed on this machine.

  • locate_in_frame

    Box a target in the full-resolution frame at a given second and return the crop, for reading small text or checking details. Says found=false when the target is not in that frame.

  • query_timeline

    Filter a video's per-minute timeline (default answers plus every lens) with no requests and no cost.

  • run_lenswrite action

    Ask your own typed questions of every minute of an indexed video and keep the answers as timeline columns. Questions: noul (yes/no; also finds the second it happens), choice (options), or score (levels, lowest first). One request per minute; filter the results afterwards with query_timeline.

  • video_transcript

    What is said between two times (the whole video when both are omitted), with timestamps.

  • zoom_video

    Full-resolution frames between two times, for you to look at directly.

Public scan report

scanner v0.1.10 · 2026-10-28 · same rubric, same numbers if you re-run it

no findings
  • Code scan23 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 11 days ago15/15
  • Maintainer identityregistry namespace matches repository owner7/10
Overall 82/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How jevreel compares

Against every graded Productivity MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
82/100
higher than 58% of 1,303 Productivity servers
Tools
10
the typical Productivity server has 7
Tools that change things
10%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
47
more than 89% of 853 Productivity servers
Downloads a week
32
more than 18% of 416 Productivity servers with a package

What its tools let an agent do: 9 read · 1 run or deploy

Install jevreel in Claude Code, Cursor or VS Code

claude mcp add jevreel -- uvx jevreel
Add to Cursor

What the publisher says

From the jevreel repository's README, as published. We do not edit it. Read it on GitHub

jevreel

A zero-embedding approach to video intelligence, using Jev.

<!-- mcp-name: io.github.DeepAleph/jevreel -->

jevreel lays a video out on labelled contact sheets, one frame per second and sixty frames to an image, and has Jev, TypeSafe's fast decision model, judge every sheet in parallel. The best windows are re-checked on full frames. Your agent (Claude Code, Codex, Cursor, Claude Desktop, anything that speaks MCP) gets back moments, times and probabilities, then looks closer itself. No vectors are computed or stored anywhere.

See it work

Five unedited Claude Code sessions using the jevreel MCP server and skill on Blender's open movie Tears of Steel (12:14, (CC) Blender Foundation, CC BY 3.0). Each clip is drawn from its recording: the agent's tool calls, what Jev answered for every sheet and frame, the hits, the cost, and the agent's own answer, quoted. Click a clip for the full-resolution video.

1. Find a three-second moment

2. Search the dialogue

3. Read what's on screen

4. Find a person from a photo

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

jevreel: common questions

Is jevreel MCP server safe?
Mostly: it is graded B (82/100). Read the jevreel safety report
How do I install jevreel?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does jevreel need an API key?
Yes. The registry entry asks for TYPESAFE_API_KEY.
Is jevreel maintained?
The last commit was 14 days ago (2026-10-17). The latest release is v0.2.0.
What can I use instead of jevreel?
Servers from other publishers that do the same job: MCP Server for Excel, SvGrid MCP server and Agent-Native Brain MCP server.
How does jevreel compare with other Productivity MCP servers?
safety score 82/100 (higher than 58% of 1,303 Productivity servers); tools 10 (the typical Productivity server has 7); tools that change things 10% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

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