F
licenseB
qualityD
maintenanceEnables intelligent image analysis using GLM-4.5V model, specializing in extracting and analyzing code from screenshots with support for file paths and clipboard input.
1
11
-
Vision OCR MCP
by wbwbwb123
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Vision OCR MCPOCR my clipboard image"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Vision OCR MCP
本地 RapidOCR（rapidocr + ONNX Runtime，默认免费）+ 通义千问 Qwen-VL（summarize / both）。
能力
mode | 说明 |
| 本地 OCR，中英截图/报错 |
| 通义千问视觉总结（需 API Key） |
| OCR 原文 + 千问总结 |
输入：path 本地路径，或 from_clipboard=true 剪贴板图片。不落盘，结果直接返回给 Agent。
Related MCP server: image-recognition-mcp
安装
cd d:\code\cuosor\skills+mcp\vision-ocr-mcp
python -m pip install -e .
copy .env.example .env
# 编辑 .env，填入 DASHSCOPE_API_KEY（仅 summarize/both 需要）接入 Cursor
编辑用户 MCP 配置（常见路径）：%USERPROFILE%\.cursor\mcp.json
{
"mcpServers": {
"vision-ocr": {
"command": "D:\\Anaconda3-new\\python.exe",
"args": ["-m", "vision_ocr_mcp"],
"cwd": "d:\\code\\cuosor\\skills+mcp\\vision-ocr-mcp",
"env": {
"DASHSCOPE_API_KEY": "sk-你的密钥",
"QWEN_VL_MODEL": "qwen-vl-plus",
"PYTHONPATH": "d:\\code\\cuosor\\skills+mcp\\vision-ocr-mcp\\src"
}
}
}
}若已 pip install -e .，可去掉 PYTHONPATH，command 用安装了该包的同一个 Python。
改完后重启 Cursor / 重载 MCP。对话里可说：
「用 vision-ocr 读这张图
D:\xxx.png」「从剪贴板 OCR」
「用 summarize 总结这张架构图」
费用
OCR：本地，免费
千问：按 Token；新用户常有免费额度，见阿里云百炼控制台
云端高精度 OCR 未接入，可后续再加。
This server cannot be deployed
Maintenance
ActivityStale
ResponsivenessNo issues
Related MCP Connectors
OCR and document understanding: extract text from images, then summarize or translate it.
OCR, transcription, file extraction, and image generation for AI agents via MCP.
PDF, image, video, OCR, screenshot, SQL, QR and text tools for agents. No API key, no signup.
- MochifyOAuthapp.mochify
Image and PDF toolkit: convert to AVIF/WebP/JXL, resize, crop, remove backgrounds, optimize PDFs.
Related MCP Servers
- AlicenseAqualityDmaintenanceGives vision-less LLMs the ability to recognize clipboard screenshots and images by proxying to an OpenAI-compatible vision model.115 npm2MIT
- AlicenseCqualityCmaintenanceA local OCR MCP server that extracts text from images using PP-OCRv6 for fast text extraction and VL-1.6 for document structure analysis, with automatic model routing and GPU detection.32MIT
- AlicenseNot gradedqualityCmaintenanceMCP server that adds Qwen3-VL vision capabilities to Claude Code or any MCP client, enabling OCR, UI/screenshot recognition, and chart understanding. It provides tools for analyzing single or batch images via DashScope's OpenAI-compatible API, with caching and fast mode.MIT