Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
作者提供的说明(英文原文)
Image risk, EXIF/IPTC/XMP, reverse-image backlinks, content, watermark, OCR via PicDefense.io.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
PICDEFENSE_API_TOKEN, X-API-Token标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"picdefenseio": {
"command": "npx",
"args": [
"-y",
"@picdefenseio/mcp-server"
],
"env": {
"PICDEFENSE_API_TOKEN": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add --transport http picdefenseio https://mcp.picdefense.io/mcp --header 'X-API-Token: your-value'claude mcp add picdefenseio --env PICDEFENSE_API_TOKEN=your-value -- npx -y @picdefenseio/mcp-server运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"picdefenseio": {
"url": "https://mcp.picdefense.io/mcp",
"headers": {
"X-API-Token": "your-value"
}
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"picdefenseio": {
"command": "npx",
"args": [
"-y",
"@picdefenseio/mcp-server"
],
"env": {
"PICDEFENSE_API_TOKEN": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"picdefenseio": {
"type": "http",
"url": "https://mcp.picdefense.io/mcp",
"headers": {
"X-API-Token": "your-value"
}
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"picdefenseio": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@picdefenseio/mcp-server"
],
"env": {
"PICDEFENSE_API_TOKEN": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
X-API-Token 机密 必填 HTTP header这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
服务器要求先登录,才会列出它的工具。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月9日
注册名称已通过 GitHub 账户 rchanllc 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
在 146 毫秒内响应(HTTP 401)
需要你自己复制粘贴密钥或令牌
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 3 项适用的基础检查中通过了 2 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:PICDEFENSE_API_TOKEN, X-API-Token
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(1.1.2)于6天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Figma Context MCP, Claude Real Video, Figma MCP Server
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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.
The Figma MCP server brings Figma design context directly into your AI workflow.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
A Model Context Protocol server for the PicDefense.io API — let AI agents run reverse-image risk analysis, EXIF/IPTC/XMP metadata extraction, image backlink discovery, and image content detection (face / landmark / logo / label / SafeSearch) on any image URL.
/mcp) and legacy SSE (/sse)/docs| Tool | Description |
|---|---|
picdefense_get_credits | Remaining account credit balance |
picdefense_check_image_risk | Reverse-image risk analysis + picrisk score (core tool) |
picdefense_extract_exif | Extract EXIF metadata (camera, timestamps, GPS) plus IPTC/XMP copyright, creator, credit and licensor fields |
picdefense_detect_face | Detect a human face in an image |
picdefense_detect_landmark | Detect a recognizable landmark |
picdefense_detect_logo | Detect a brand logo |
picdefense_safesearch | Content-safety (adult/violence/racy/…) assessment |
picdefense_find_backlinks | Find pages where an image appears |
picdefense_detect_labels | Detect descriptive labels for image contents |
picdefense_extract_text | Extract text from an image via OCR |
picdefense_detect_watermark | Detect a visible stock/photographer watermark (source + confidence) |
All image tools take a single url (a public http/https image URL). Most tools consume account credits per call — use picdefense_get_credits to check your balance.
Every request authenticates with your PicDefense API token, which is your user id and API key joined by a colon:
USERID:APIKEY
Find both in your PicDefense.io account settings: https://app.picdefense.io/?returnUrl=https://app.picdefense.io/dashboard/settings
The token is sent as the X-API-TOKEN header to the API (https://app.picdefense.io/api/v2).
The hosted server runs at https://mcp.picdefense.io. Add it to Claude Code:
# Streamable HTTP (recommended)
claude mcp add -t http picdefense "https://mcp.picdefense.io/mcp" \ --header "X-API-Token: USERID:APIKEY"
claude mcp add -t sse picdefense "https://mcp.picdefense.io/sse?token=USERID:APIKEY"
Quick HTTP smoke test:
curl -X POST https://mcp.picdefense.io/mcp \
-H "Content-Type: application/json" \ -H "X-API-Token: USERID:APIKEY" \ -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'
Claude Desktop launches MCP servers as local commands, so reach the hosted server through the mcp-remote bridge (requires Node.js installed). See claude_desktop_config.example.json:
{
"mcpServers": { "picdefense": { "command": "npx", "args": [ "-y", "mcp-remote", "https://mcp.picdefense.io/sse?token=YOUR_USERID:YOUR_APIKEY" ] } } }
Edit your claude_desktop_config.json (Settings → Developer → Edit Config), add the mcpServers block above with your USERID:APIKEY, then fully quit and reopen Claude Desktop.
Testing against a plain-HTTP server (e.g.
http:// :6910) instead of HTTPS?
mcp-remoteblocks non-HTTPS origins unless the host islocalhost— append
"--allow-http"to theargsarray, or reach it over an SSH tunnel tolocalhost.
Run the published package directly. Requires Node.js installed.
{
"mcpServers": { "picdefense": { "command": "npx", "args": [ "-y", "@picdefenseio/mcp-server", "--api-token", "USERID:APIKEY" ] } } }
You can also pass the token via the PICDEFENSE_API_TOKEN env var instead of --api-token.
Clone and build, then point Claude Desktop at the built entry point:
git clone https://github.com/rchanllc/picdefenseio-mcp-server.git
cd picdefenseio-mcp-server npm install npm run build
Then use "command": "node" with "args": ["/absolute/path/to/dist/index.js", "--api-token", "USERID:APIKEY"].
| Variable | Default | Description |
|---|---|---|
PICDEFENSE_API_TOKEN | — | USERID:APIKEY (stdio only; hosted server reads it per-connection) |
PICDEFENSE_API_BASE_URL | https://app.picdefense.io/api/v2 | API base URL |
PORT | 6910 | Hosted server listen port |
npm run dev:sse # tsx watch, auto-reload
# via docker compose
docker compose up --build -d
./deploy.sh
The container is named picdefenseio_mcp and listens on port 6910.
| Method | Path | Purpose |
|---|---|---|
| GET | /health | Health check (used by Docker + CI) |
| GET | /api/info | Server + transport info |
| GET | /tools | List available tools |
| GET | /docs | Swagger UI for the underlying API |
| GET | /sse?token=USERID:APIKEY | Open an SSE MCP session |
| POST | /messages?sessionId= | SSE session message channel |
| POST | /mcp | Streamable HTTP MCP (header X-API-Token) |
There is no CI/CD in this repo — host it yourself. On your server:
git clone https://github.com/rchanllc/picdefenseio-mcp-server.git
cd picdefenseio-mcp-server docker compose up --build -d # or: ./deploy.sh
The container is named picdefenseio_mcp and listens on 6910. To update, git pull and re-run docker compose up --build -d.
Front it with nginx at https://mcp.picdefense.io → 127.0.0.1:6910 (proxy_buffering off and a long read timeout are recommended for the /sse path).
┌──────────────┐ ┌────────────────────────┐ ┌─────────────────────────┐
│ MCP Client │───▶│ PicDefense MCP Server │───▶│ PicDefense.io API v2 │ │ (Claude etc.)│ │ (port 6910) │ │ app.picdefense.io/api/v2│ └──────────────┘ └────────────────────────┘ └─────────────────────────┘ token (USERID:APIKEY) forwarded as X-API-TOKEN ───────────▶
Each connection builds its own API client + MCP server bound to the caller's token, so the service is multi-tenant and stateless with respect to credentials.
MIT — see LICENSE.