Native interactive visual-reasoning plugin for DeepSeek Harness: precise pixel grounding (SOM grid / zoom / annotate / measure / diff / color / OCR) + MiMo V2.5 multimodal backend, zero external MCP s
View on GitHub ↗Native interactive visual-reasoning plugin for DeepSeek Harness (DSH).
给纯文本智能体装上"精确的眼睛":以 Set-of-Mark 编号网格 + 确定性像素坐标数学 为核心,让 Harness 智能体对屏幕/图片做精确到像素的视觉交互推理 —— 全程零外部 MCP 服务器,视觉推理内核 100% 在 DSH Host 运行时内以纯 JS 执行。
Design inspired by vision-primitives-mcp, re-implemented as a native DSH plugin (dynamic Cordis plugin, Host-only package).
------ 🧠 智能体即视觉模型 插件产出图片路径 + 确定性坐标数学;Harness 多模态智能体(或内置 MiMo 后端)看图决策,插件把"模糊感知"换算成"精确像素" 🎯 SOM 编号网格 visiongrid 叠加编号网格 → visionresolve(cell) 得格子中心精确坐标,消除视觉模型坐标误差 🔍 局部无损放大 visionzoom 最近邻放大(像素级保真),保留到原帧的坐标映射链 📐 几何验证 visionannotate / visionmeasure / visiondiff / visionfindcolor / visionocr 确定性验证 🖥️ MiMo V2.5 后端 visiondescribe / visionlocate(多模态理解 + 视觉定位),并注册 mimo 模型路由(LlmAdapter,流式/函数调用/图像输入全支持) 🧱 最小 OS 边界 仅截屏 / OCR / 二进制落盘 3 类走 Host 原生 subprocess 服务调用 Windows PowerShell 系统脚本;不含桌面键鼠控制 🔒 零硬编码密钥 MiMo API key 从 DSH credentials 惰性读取,不写入源码
纯 JS 包,无 build 脚本,无需 pnpm allowBuilds 许可:
也支持 github:zouyuanqing/dsh-vision-primitives 固定版本安装。 该包同时是一个 npm 包(dsh-vision-primitives),dsh plugin add dsh-vision-primitives 也可。
visiondescribe / visionlocate 与 mimo 模型路由需要 MiMo API key:
模型:mimo-v2.5(Xiaomi 官方 API,OpenAI 兼容,1M 上下文,全模态理解)。未配置 key 时,相关工具会给出明确报错提示;纯本地视觉原语(网格/缩放/标注/测量/差分/颜色/OCR)不需要任何 key。
工具 功能 ------ visioncapture 截屏(全屏/区域,多显示器合并)或读取工作区 PNG → 会话帧 visiongrid Set-of-Mark 编号网格叠加,返回带编号图片 + 每格精确 box/center visionresolve 格子/框/点 → 帧内精确像素坐标 + 绝对屏幕坐标,记为定位锚点 visionzoom 局部无损放大(最近邻,像素级保真),保留到原帧的坐标映射链 visionannotate box/point/cross/line/text 标注绘制(视觉验证) visionmeasure 两点距离/位移/夹角,或框面积 visiondiff 帧差分(确定性变化检测):变化像素 bbox/比例 + 高亮图 visionfindcolor 颜色分割 + 连通域(CV 像素级定位,零视觉模型) vi
From the project README.
Add the radar badge to your README — it shows your project was picked up by MCP Radar and links to this page:
[](https://mcp.liqiwa.com/s/zouyuanqing--dsh-vision-primitives.html)
改配置+重启才能加 MCP？DeepSeek Harness (DSH) 插件「技能配置」解决：设置页粘贴 JSON 即连 MCP 服务器、热加载免重启；上传 zip/.skill 自动识别 SKILL.md，创建/编辑/启停技能，即点即用
hyqhyq3/dsh-mcp-managerMCP server manager plugin for DeepSeek Harness: Settings → MCP page, OAuth (PKCE + dynamic client registration) or static-token auth, tools registered as mcp__<name>__*
Imzl-zl/dsh-mcp-manager-uiMCP server management UI for DeepSeek Harness Web — floating panel, JSON import, and profile-backed persistence.
mrpulor-gh/dsh-nuphus-mcpDeepSeek Harness (DSH) plugin: mount the nuphus-mcp desktop automation MCP server as native tools (mcp__nuphus-mcp__*).
Dominic789654/awesome-deepseek-harnessA curated list of plugins, skills, MCP servers, patch/profile layers, orchestrators & UIs for DeepSeek Harness (DSH). Visualization · PPT · Coding · Agents · Loops (auto-research) and more. #dsh
PerryLink/dsh-mcp-panelMCP management console for the official DeepSeek Harness MCP client: /mcp command with health diagnostics and pipeline trial calls, a Settings MCP tab with server CRUD (approval-gated writes, automati
The top new MCP servers of the week, every Monday. No spam, unsubscribe anytime.