官方说明7 个来源MCP 服务8 天前
perceptdot/percept
Agent observability platform that discove
在 GitHub 查看 ↗直链 · 无中转页
配置模板（请按你的客户端调整）
claude mcp add percept -- npx -y percept
这是根据仓库名生成的可粘贴骨架，命令行参数与包名请以该项目 README 为准。
- ★ 数取值
- 1 ★ · perceptdot/percept · 取自 GitHub 搜索 API · （2026-10-16 20:00:20 核对）
- 来源明细
- 收录自 punkpeye/awesome-mcp-servers 榜单（我们从中收集的条目之一） · 条目类型：MCP 服务
- 收录与活跃
- 收录于 2026-10-09 · 最近见到 2026-10-16 · 共见到 32 次 · 被 7 个来源列出
- 评分构成
- 综合分 703 · 1 ★ · 7 个来源 · mcp
常见问题（答案都来自我们的记录）
怎么安装？
我们【没有】从该仓库取到安装命令（我们的 install 覆盖率只有约 4%）。请看它的 README 或 releases 页。
它适合谁 / 用来做什么？
我们把它归在这些标签下: MCP 服务。标签来自条目自身，不是我们强加的分类。
谁维护它、还在更新吗？
仓库
perceptdot/percept；我们收录于 2026-10-09；最近见到 2026-10-16。这里没有"官方认证"或"质量评级"——我们只记录来源与时间。第三方质量标记
perceptdot
以下摘录自该仓库的 README（片段） · 在 GitHub 读完整 README →
**AI Visual QA.** visual_check(url) screenshots a page with Cloudflare Browser Rendering and finds layout bugs with Gemini 2.5 Flash. Use it from any MCP client (Claude Code, Cursor, Windsurf, Cline) or as a GitHub Action.
A typical page takes about 7 seconds, long pages up to ~20 seconds. Fully headless: no desktop or GUI needed.
---
Quick start
1. Get a free API key at perceptdot.com (100 credits per month, no card).
2. Add the remote MCP server. The key goes in the X-Percept-Key header.
**Claude Code**
**Cursor** (~/.cursor/mcp.json)
**Windsurf** (~/.codeium/windsurf/mcp_config.json)
Then ask your AI: *"Check https://your-site.com with perceptdot"*.
---
GitHub Action
The action lives in the eye-action/ folder of this repo.
Inputs: url (required), api_key (required), fail_on_issue (optional).
---
What it checks
- **DOM audit** (deterministic): viewport overflow, broken images, parent overflow, low contrast.
- **AI review**: each tile of the page is reviewed by Gemini 2.5 Flash for layout problems, with severity (high / medium / low).
Desktop (1280px), tablet (768px) and mobile (375px) viewports are supported.
---
Pricing
1 credit = 1 tile = a 1280×1600 px slice of the page. A short page is about 1 credit, a long landing page about 3–5 credits.
| Plan | Price | Credits / month | Status |
|------|-------|-----------------|--------|
| Free | $0 | 100 (+100 one-time bonus after submitting feedback; resets on the 1st, UTC) | Available |
| Pro | $19/month | 10,000 | Coming Soon |
| Team | $49/month | 30,000 (fair use) | Coming Soon |
Payments are handled by Paddle.
---
Privacy
Screenshots are not stored. They are sent to Google (Gemini API) and Cloudflare (Workers AI, fallback) for analysis. Analysis results (summary and issues, never screenshots) are cached for up to 10 minutes per URL and viewport. Google may use data sent to unpaid Gemini API tiers to improve its products, so do not check pages that contain personal data.
---
API
- OpenAPI spec: perceptdot.com/openapi.json
- Docs:
- Endpoints: POST /v1/eye/check, GET /v1/quota, POST /v1/free-key at https://api.perceptdot.com
A typical page takes about 7 seconds, long pages up to ~20 seconds. Fully headless: no desktop or GUI needed.
---
Quick start
1. Get a free API key at perceptdot.com (100 credits per month, no card).
2. Add the remote MCP server. The key goes in the X-Percept-Key header.
**Claude Code**
**Cursor** (~/.cursor/mcp.json)
**Windsurf** (~/.codeium/windsurf/mcp_config.json)
Then ask your AI: *"Check https://your-site.com with perceptdot"*.
---
GitHub Action
The action lives in the eye-action/ folder of this repo.
Inputs: url (required), api_key (required), fail_on_issue (optional).
---
What it checks
- **DOM audit** (deterministic): viewport overflow, broken images, parent overflow, low contrast.
- **AI review**: each tile of the page is reviewed by Gemini 2.5 Flash for layout problems, with severity (high / medium / low).
Desktop (1280px), tablet (768px) and mobile (375px) viewports are supported.
---
Pricing
1 credit = 1 tile = a 1280×1600 px slice of the page. A short page is about 1 credit, a long landing page about 3–5 credits.
| Plan | Price | Credits / month | Status |
|------|-------|-----------------|--------|
| Free | $0 | 100 (+100 one-time bonus after submitting feedback; resets on the 1st, UTC) | Available |
| Pro | $19/month | 10,000 | Coming Soon |
| Team | $49/month | 30,000 (fair use) | Coming Soon |
Payments are handled by Paddle.
---
Privacy
Screenshots are not stored. They are sent to Google (Gemini API) and Cloudflare (Workers AI, fallback) for analysis. Analysis results (summary and issues, never screenshots) are cached for up to 10 minutes per URL and viewport. Google may use data sent to unpaid Gemini API tiers to improve its products, so do not check pages that contain personal data.
---
API
- OpenAPI spec: perceptdot.com/openapi.json
- Docs:
- Endpoints: POST /v1/eye/check, GET /v1/quota, POST /v1/free-key at https://api.perceptdot.com
- 来源
- awesome · https://github.com/perceptdot/percept
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每个标签都能点进去看同类的全部条目。数字是当前库里的真实条数。