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perceptdot/percept

by Various

AI-powered observability platform for agents. Auto-discovers and recommends MCP servers; built-in connectors for GA4,

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MCP

perceptdot/percept

Added 7 June 2026

Catalogue record, not a reviewed recommendation. This record can include automatically collected descriptions and setup details. Confirm important claims with the original source. Explore source-reviewed tools.

Overview

An observability platform for AI agents that automatically discovers and recommends MCP servers. It includes built-in connectors for Google Analytics 4 (GA4) to monitor agent behavior.

Best for

Best for
Developers building AI agents who need basic observability with GA4 and MCP server discovery

Use cases

  • Monitor agent performance and behavior in production
  • Auto-discover available MCP servers for agent integration
  • Track agent interactions with GA4 analytics

How to use

Install

npx -y @perceptdot/core

Tools exposed

  • percept_discover
  • percept_recommend
  • percept_installed
  • percept_roi_summary
  • ga4_overview
  • ga4_realtime
  • ga4_top_pages
  • ga4_events
  • vercel_deployments
  • vercel_latest_status
  • vercel_projects
  • github_prs
  • github_pr_detail
  • github_workflows
  • github_issues
  • sentry_issues
  • sentry_issue_detail
  • sentry_releases

Clients listed in this record (not verified here)

Claude Code, Cursor, Windsurf, Cline

Notes

0 stars on GitHub. Last updated 2026-06-07. Licensed MIT.

Pros

  • Automated discovery of MCP servers reduces manual configuration
  • Built-in GA4 connector enables standard web analytics for agents
  • Open-source codebase allows customization and self-hosting

Cons

  • Very low community adoption (0 stars) suggests early-stage or limited trust
  • Only documented connector is GA4, limiting integration options
  • No clear documentation on agent types or supported observability metrics

Open-source & AI alternatives

Swap-in tools that solve the same job. Weigh the trade-offs before you commit.

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