Perceptdot

B2A2H platform — tracks GA4, Vercel deployments, GitHub workflows with AI-powered ROI analytics.

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
100%
Naming quality
80%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~160Tokens (tool definitions)
~1.3 KBTypical response size
Minimal attention impact (0.13% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "percept": {
      "url": "https://api.perceptdot.com/mcp"
    }
  }
}

Remote endpoints

https://api.perceptdot.com/mcpstreamable-http

What it can do

Tool inventory

Tools (1)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟡visual_check(url, prompt, no_cache, viewport)

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.

Input Schema

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "description": "URL to visually check (must be publicly accessible)"
    },
    "prompt": {
      "type": "string",
      "description": "Optional: specific aspect to focus on"
    },
    "no_cache": {
      "type": "boolean",
      "description": "Optional: bypass cache"
    },
    "viewport": {
      "type": "string",
      "enum": [
        "desktop",
        "tablet",
        "mobile"
      ],
      "description": "Optional: viewport size — desktop (1280px), tablet (768px), mobile (375px)"
    }
  },
  "required": [
    "url"
  ]
}

Community

Rate this Server

Evidence

Recent observations

verifiedversion not recorded1 tools
verifiedversion not recorded1 tools
verifiedversion not recorded1 tools