Younanix Memory MCP
Younanix Memory MCP gives autonomous AI agents access to real-world engineering memory from actual incidents (Slack threads + GitHub issues in Supabase, TRPC…
What it can do
- Query Lessons: Search Younanix engineering lessons by natural language query. Returns problem summaries with category, confidence, and tags. Full lesson details (root cause, lesson learned, evidence)
What data it sees
Do you need an account
No: the server works without sign-in
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/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
Server tool list (1)
Raw names from tools/list. Only developers need these.
| query_lessons | Search Younanix engineering lessons by natural language query. Returns problem summaries with category, confidence, and tags. Full lesson details (root cause, lesson learned, evidence) require the paid agent-query endpoint. |