Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Description from the maker (original English)
Local video evidence, transcripts, frames, comments and shared reading queues/history.
These three are never merged into one score: opinions, measurements and popularity are different things.
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.
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Download the maker’s .mcpb file
The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.
Run this in your terminal
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.
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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
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 Kandecho, 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) reached the registry 2 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.
In the same category: Figma Context MCP, Claude Real Video, Figma 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
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Let any LLM watch a video locally — and search everything it has ever watched.
Figma’s official server gives AI your design data so it can turn designs into code or describe them accurately. Connects to Figma’s cloud.
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.
把 Bilibili、YouTube 和本地视频交给你正在用的 AI 助手阅读:整理内容、核对画面,或带着时间点继续追问。
Video Reader 提供字幕、语音和画面材料,通过 MCP 接入 Codex、Claude Code 和 DSH;理解和回答由助手完成。你可以直接贴链接提问,不必先生成笔记。
[开始使用](docs/getting-started.md) · [下载整包](https://github.com/Kandecho/Video-Reader/releases/tag/mcpb-v0.1.0) · [文档](docs/README.md)
还可以按主题找 B 站视频、预览分镜,以及按需读取评论、回复和弹幕。长视频可以分次阅读,已取得的材料可继续使用。
整包还包含通用队列与历史、Scroll 个人工作流。Scroll 可给组件单独登录 B 站小号,使用小号首页推荐,与主号收发授权私信、接收转发视频并入队。这些能力已有真实使用;定时工作流等仍在试用,常驻收件和持续后台阅读尚未接入。详见能力状态。
当前发布版面向 Windows x64、PowerShell 7 和 Python 3.12。安装需要 uv、FFmpeg / ffprobe;读取 YouTube 时还需要 Node.js。uv 可按需准备 Python。
下载并解压源码包,在解压后的目录打开 PowerShell 7,运行:
& './bootstrap.ps1'
& './run.ps1' doctor
然后按 首次使用指南 接入你的助手,贴一个视频链接并说明你想了解什么。安装不会自动下载语音模型;没有可用字幕的视频,需要另行 配置本地转写。
本版的已知限制和验证范围见 发布说明。
| 你想做什么 | 从这里开始 |
|---|---|
| 第一次安装、接入助手、读一条视频 | 首次使用 |
| 在 DSH 中安装整包薄适配 | DSH 接入 |
| 从 DSH 插件索引发现本项目 | 发现与收录 · 开放插件市场条目 |
| 使用 MCPB 接入包、在官方目录查询 | MCP Registry |
| 区分可用能力、试用部分与未完成项 | 能力状态 |
| 设置模型、登录或调整文件位置 | 安装与配置 |
| 查命令、工具参数、续读和导出 | CLI 与 MCP 参考 |
| 管理待读视频、附言和结果 | 队列与历史 |
| 使用个人推荐、私信收件和授权投递 | Scroll |
| 报告问题或参与开发 | 贡献与复现 |
| 了解开发顺序与阶段验收 | 开发路线 |
Scroll 可按需使用,普通读片无需配置个人投递。文档首页列出完整入口;与 dsh-bili-scroll 等实现的不同侧重见相关项目。
项目原创代码采用 MIT。第三方代码、依赖和模型保留各自许可,见 第三方声明。源码包不含用户视频、私信、凭据或模型。