Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Create loop-perfect ASCII animations and website-ready embeds with an AI agent.
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We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"glyphloop": {
"command": "npx",
"args": [
"-y",
"glyphloop",
"mcp"
]
}
}
}Run this in your terminal
claude mcp add glyphloop -- npx -y glyphloop mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"glyphloop": {
"command": "npx",
"args": [
"-y",
"glyphloop",
"mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"glyphloop": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"glyphloop",
"mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account ideoshi, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.1.0-beta.0) reached the registry 4 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Apify MCP Server
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
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Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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.
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.
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.
frames.json (RLE-compressed character frames) + player.js (tiny dependency-free player, honors prefers-reduced-motion) + a demo index.html. Drop the two files into any site and add .frames.ans + play.sh; run bash play.sh to loop the animation in a terminal.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.
These are two different ways to color imported media:
In short: source mode preserves the image's color map; the palette action uses the image as inspiration for a controlled Glyphloop color scheme. The Studio's Undo image palette action restores the exact ink and paper colors that were set before palette extraction.
Glyphloop's built-in sources and periodic expressions are pure functions of time with no per-frame state. All noise is sampled along a circle in two extra noise dimensions (src/core/noise.ts:loopCoords), and all sine phases advance by integer multiples of 2π per loop - so frame N wraps back to frame 0 exactly. Exports render round(fps × duration) frames starting at t=0 and never render t=duration (frame 0 *is* the wrap).
Imported video is not made loop-perfect automatically. Glyphloop samples one pass of the clip across the animation duration, then playback repeats from the start. The composite is seamless only when the source video was already designed to loop, as in the Claude jellyfish example, or when the imported base is a still image.
npm test # vitest unit tests (noise periodicity, mapper, RLE, ZIP, ANSI, sources)
npm run build # typecheck + production build npm run build:site # typecheck + production website and Studio build
Architecture: Source → FieldFrame (brightness grid) → AsciiMapper → CanvasRenderer → exporters.
Glyphloop's software, including the editor, renderer, CLI, MCP server, exporters, presets, and generated embed player, is available under the MIT licence.
Glyphloop claims no ownership in content you import or animations you export. You may use exported animations commercially without attribution, subject to any rights applicable to your source materials.
The Glyphloop name and visual identity are not licensed under MIT. Demo and marketing media are separately labelled. See TRADEMARKS.md and LICENSES/ASSETS.md.
Issues and focused feedback are welcome during the beta. See CONTRIBUTING.md and SECURITY.md.