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Glyphloop MCP server

by ideoshi·io.github.ideoshi/glyphloop·v0.1.0-beta.0

Create loop-perfect ASCII animations and website-ready embeds with an AI agent.

A86/100grade A
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Safety scan
A86/100

full report

Adoption
New

0 stars28 downloads/wk

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

Glyphloop tools (3)

write = sends, deletes, buys or posts

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

  • list_sources

    List available animation sources with their parameters, plus the preset schema. Call this first.

  • preview_frame

    Render one frame of a preset as plain text so you can inspect the look before rendering.

  • render_animation

    Render a full loop-perfect animation to files. Format "embed" writes frames.json + player.js +

Public scan report

scanner v0.1.9 · 2026-09-25 · same rubric, same numbers if you re-run it

no findings
  • Code scan48 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 qualitylocal package, no credentials required12/15
  • Maintenancelast push 69 days ago12/15
  • Maintainer identityregistry namespace matches repository owner7/10
Overall 86/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Glyphloop compares

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

Safety score
86/100
higher than 75% of 4,460 AI and agents servers
Tools
3
the typical AI and agents server has 6
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Downloads a week
28
more than 14% of 1,538 AI and agents servers with a package

What its tools let an agent do: 3 read

Install Glyphloop in Claude Code, Cursor or VS Code

Runs npx -y glyphloop on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add glyphloop -- npx -y glyphloop
Add to Cursor

What the publisher says

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

Glyphloop

A browser studio and headless toolkit for creating loop-perfect generative ASCII animations: flow fields, wave interference, morphing noise blobs, matrix rain, rotating 3D shapes, custom math expressions, and parametric surfaces. Layer effects over images, video, or text, inherit their colors, and export to PNG, GIF, MP4, self-contained web embeds, or terminal players.

Also usable headless by AI agents through the package CLI or MCP server - agents can even define their own animations and 3D shapes as expression strings. See AGENTS.md.

Glyphloop = glyphs + seamless loops.

Try the hosted studio with no account, or see live examples.

Local Studio

npm ci
npm run dev        # opens on http://localhost:5199

Node.js 20 or newer is required. Chrome is recommended because MP4 export uses WebCodecs; the other workflows work in modern browsers.

CLI and MCP

The package exposes one glyphloop executable with two commands:

npx glyphloop@beta render --preset flowfield-hero --out hero
npx glyphloop@beta mcp

From a source checkout, the equivalent development commands are:

npm run render -- --preset flowfield-hero --out hero
npm run mcp

render accepts a built-in preset name, a preset JSON file, or inline JSON. Run node bin/glyphloop.js --help for the complete command summary.

Use

any image/video onto the editor** to ASCII-fy your own design with its colors intact.

  1. Pick an effect source and tweak its parameters live - or **drag & drop

two-color gradient.

  1. Style it: character ramp (or type your own), gamma, invert, mono or

starts at its native aspect ratio, and raster exports can match its exact pixel dimensions.

  1. Set grid columns, cell size, aspect ratio, duration, and FPS. Imported media
  1. Export:

frame-by-frame (never drops frames). Generated motion wraps seamlessly.

  • PNG - current frame, at 1–3× scale.
  • GIF / MP4 - one animation pass, rendered deterministically

player.js (tiny dependency-free player, honors prefers-reduced-motion) + a demo index.html. Drop the two files into any site and add .

  • Web embed (zip) - frames.json (RLE-compressed character frames) +

the animation in a terminal.

  • Terminal (zip) - frames.ans + play.sh; run bash play.sh to loop

The editor includes six starter presets. Presets can also be saved to localStorage or downloaded/loaded as JSON via the header bar. A shared preset can be opened with /studio/?preset=flowfield-hero.

Imported media stays in the browser; Glyphloop does not upload it. For a stable beta experience, images are limited to 25 MiB and 40 decoded megapixels, videos to 100 MiB and the first 20 seconds, and preset files to 10 MiB. Very large render workloads are rejected with guidance to reduce scale, columns, FPS, or duration.

The hosted website and Studio send a small allowlisted set of anonymous product events to a first-party Cloudflare endpoint. Creative inputs and outputs are never included. Source checkouts, the CLI, and the MCP server send no analytics. See the hosted privacy notice.

Source color vs image palette

These are two different ways to color imported media:

glyph keeps the local color beneath it. It preserves multicolor artwork and follows changing video colors frame by frame.

  • Color mode: source samples the image or video at every grid cell, so each

fills the Ink, Ink 2, and Paper controls. Choose mono or gradient to render with those curated colors instead of retaining every source color.

  • Set ink & paper from image extracts a small representative palette and

Shortened. The full README is on GitHub.

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

Glyphloop: common questions

Is Glyphloop MCP server safe?
Yes, by our scan: it is graded A (86/100). Read the Glyphloop safety report
How do I install Glyphloop?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Glyphloop need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Glyphloop maintained?
The last commit was 108 days ago (2026-07-18). The latest release is v0.1.0-beta.0.
What can I use instead of Glyphloop?
Servers from other publishers that do the same job: Agent-Native Chat MCP server and three.ws Avatars MCP server.
How does Glyphloop compare with other AI and agents MCP servers?
safety score 86/100 (higher than 75% of 4,460 AI and agents servers); tools 3 (the typical AI and agents server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Glyphloop

Same job from other publishers: the closest match first, then the best rated.

  • Agent-Native Chat
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  • three.ws Avatars
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