Official description7 sourcesMCP servers8d ago
perceptdot/percept
Agent observability platform that discove
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Config template (adjust for your client)
claude mcp add percept -- npx -y percept
A pasteable skeleton generated from the repository name. Check the project README for the exact package and arguments.
- Star count
- 1 ★ · perceptdot/percept · read from the GitHub search API · (checked 2026-10-16 20:00:20)
- Source
- collected from the punkpeye/awesome-mcp-servers list · type: MCP server
- Harvest history
- first seen 2026-10-09 · last seen 2026-10-16 · seen 32× · listed by 7 sources
- Score
- score 703 · 1 ★ · 7 sources · mcp
FAQ (answers come from our records)
How do I install it?
We did not find an install command for this repository (our install coverage is only about 4%). Check its README or releases page.
Who is it for?
We filed it under these tags: MCP 服务. The tags come from the entry itself, not a taxonomy we imposed.
Who maintains it?
repository
perceptdot/percept；first catalogued 2026-10-09；last seen 2026-10-16。There is no official certification or quality rating here — we record sources and dates only.Third-party quality signals
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
- Source
- awesome · https://github.com/perceptdot/percept
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