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Perceptdot

io.github.soondoobu1111-star/percept

This connects your analytics stack to Claude by pulling in GA4 metrics, Vercel deployment data, and GitHub workflow status through a single endpoint. The B2A2H platform angle suggests it's built for tracking the full pipeline from build to deployment to user analytics, with AI layer on top for ROI calculations. You'd reach for this when you want Claude to answer questions like "how did last week's deploy affect conversion rates" or "what's the ROI on our latest feature" without manually stitching together data from three different dashboards. Requires an API key from perceptdot.com and runs over streamable HTTP, so setup is a one-liner in Claude Code or Cursor.

tool
1
transport
HTTP
last updated
Jun 1, 2026
Open website

Install

From registry metadata
$ npx add-mcp https://api.perceptdot.com/mcp --name percept

Run in your terminal. add-mcp asks which agents to add it to (Claude Code, Codex, Cursor and more). Add -g to install it for every project.

Review the command, arguments and environment values before installing. MCP servers run with your local permissions.

Other ways

Claude Code

$ claude mcp add --transport http percept https://api.perceptdot.com/mcp

Run in your terminal. Add --scope user to make it available in every project.

Tools

Verified live · 1 tools

Verified live against the running server on Nov 6, 2026.

visual_checkScreenshot a URL and analyze it for visual bugs using AI. Returns whether issues exist, a summary, and a detailed issues list. Use this after deployments, PRs, or any UI change to catch layout problems.4 params

Screenshot a URL and analyze it for visual bugs using AI. Returns whether issues exist, a summary, and a detailed issues list. Use this after deployments, PRs, or any UI change to catch layout problems.

Parameters* required
no_cacheboolean
Optional: bypass cache
promptstring
Optional: specific aspect to focus on
url*string
URL to visually check (must be publicly accessible)
viewportstring
Optional: viewport size — desktop (1280px), tablet (768px), mobile (375px)one of desktop · tablet · mobile

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Details

Categories
Cloud & Infrastructure, Developer Tools, Monitoring & Observability
Transport
HTTP
Registry
MCP registry, active
Tools verified
Nov 6, 2026

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