Younanix Memory MCP

Query battle-tested engineering lessons extracted from real Slack conversations, GitHub issues, and incident reports — directly from your AI coding tools.

What You Get

Each lesson includes:

• Problem description
• Root cause analysis
• Actionable solution
• Confidence score (80–100%)
• Category (debugging, performance, architecture, reliability, etc.)
• Tags for filtering

Quick Start

Claude Desktop

Add to your claude_desktop_config.json:

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

Cursor

Add to MCP settings:

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

Windsurf

Add to MCP configuration:

{
  "mcpServers": {
    "younanix": {
      "serverUrl": "https://bbuaschzvigwmoxekmoo.supabase.co/functions/v1/mcp-server"
    }
  }
}

Smithery (auto-install)

npx -y @smithery/cli install @KoursarosA/younanix-memory-mcp

Tool: query_lessons

Search engineering lessons by natural language query.

| Parameter | Type | Required | Description | |-----------|------|----------|-------------| | query | string | ✅ | Natural language search query | | max_results | number | ❌ | Max results (default 10, max 25) |

Example

query_lessons({ query: "how to fix N+1 queries in Rails" })

Response (free preview)

{
  "preview_mode": true,
  "lessons": [
    {
      "problem": "API endpoint timing out due to N+1 ORM queries",
      "confidence": 0.95,
      "category": "performance",
      "tags": ["orm", "n+1", "eager-loading"],
      "source_platform": "slack",
      "upgrade_hint": "Full details via agent-query endpoint ($0.10 USDC)"
    }
  ]
}

Free vs Paid

| | Free (MCP) | Paid (agent-query) | |---|---|---| | Queries | 1 per session | Unlimited | | Fields | Problem, category, tags, confidence | + root cause, lesson learned, raw evidence | | Price | Free | $0.10 USDC per query | | Protocol | MCP | x402 (USDC on Solana or Base) |

Full Access (x402)

For complete lesson data, use the paid agent-query endpoint with x402 micropayments:

POST https://bbuaschzvigwmoxekmoo.supabase.co/functions/v1/agent-query
x402-signature: <tx-signature>
x402-amount: 0.10
x402-currency: USDC
x402-chain: solana

{ "query": "how to fix N+1 queries" }

See llms.txt for full protocol docs.

Discovery

• Agent Manifest: https://younanix.com/.well-known/agent.json
• OpenAPI Spec: https://younanix.com/openapi.json
• LLMs.txt: https://younanix.com/llms.txt

Links

• Website: https://younanix.com
• Smithery: https://smithery.ai/servers/KoursarosA/younanix-memory-mcp
• mcp.so: https://mcp.so/server/younanix-memory-mcp/KoursarosLabs

License

MIT