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Younanix Memory MCP – Real Engineering Lessons for AI Agents

@KoursarosLabs

Younanix Memory MCP gives autonomous AI agents access to real-world engineering memory from actual incidents (Slack threads + GitHub issues in Supabase, TRPC, Drizzle, Rails, Node.js etc).Natural language tool: query_lessons (search for problems, root causes, solutions) Structured output: {problem, root_cause, lesson_learned, confidence (80-100%), category, tags} Free preview: 1 query/hour (degraded results) Full access: $0.10 per query via x402/USDC micropayments (permissionless, no API keys needed) 1000+ lessons live, auto-growing from public repos Connect once in Cursor/Claude Desktop/Windsurf → your agent auto-queries high-confidence fixes without hallucinations. Perfect for debugging, performance, security, reliability in real stacks. Site: https://www.younanix.com Let's make agents smarter with battle-tested knowledge! #AIAgents, #MCP ,#Debugging
Overview

Younanix Memory MCP – Real Engineering Memory for Autonomous Agents

Younanix Homepage – Memory marketplace for AI agents
Homepage Overview

How It Works – Ingest → Extract → Query & Pay
How It Works Steps

API Example – Single endpoint, pay $0.10 via x402/USDC
API Request & Response

MCP Integration – Free preview & configs for Cursor/Claude/Windsurf
Connect via MCP Section

Lessons Explorer – 470+ structured lessons (performance, debugging, security 80-100% confidence)
Lessons List

Dashboard & Recent Lessons – Live metrics & high-confidence examples
Dashboard View

Query Log – Real agent calls & paid status
Query Log

What Younanix MCP Brings:

  • Natural language tool calls for real-world engineering lessons (from GitHub/Slack in Supabase, TRPC, Drizzle, Rails stacks)
  • Autonomous access: agents query & pay themselves ($0.10 via x402 micropayments, no keys)
  • Free preview: 3 queries/hour (degraded results)
  • Full: structured JSON with problem/root cause/solution/confidence/category/tags

Server Config (copy-paste):

{
  "mcpServers": {
    "younanix": {
      "type": "streamable-http",
      "url": "https://bbuaschzvigwmoxekmoo.supabase.co/functions/v1/mcp-server"
    }
  }
}

Connect once → your agent pulls battle-tested knowledge automatically, no hallucinations!
More: https://www.younanix.com


Server Config

{
  "mcpServers": {
    "younanix": {
      "type": "streamable-http",
      "url": "https://bbuaschzvigwmoxekmoo.supabase.co/functions/v1/mcp-server"
    }
  }
}
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