ThumbGate

Code

★ —0 reviews📥 371v1.0.0Updated Mar 31, 2026

FREE

About

MCP Memory Gateway captures explicit structured feedback from AI coding agents, validates it against a rubric engine, and auto-promotes repeated failures into prevention rules enforced via PreToolUse hooks. Pre-action gates physically block tool calls matching known failure patterns before execution — turning past mistakes into hard constraints rather than suggestions. Supports semantic recall via LanceDB vectors, DPO/KTO export for downstream fine-tuning, and a file watcher bridge for external signal ingestion. Compatible with Claude Code, Codex, Gemini, Amp, Cursor, and OpenCode. Install with `npx mcp-memory-gateway init` or `claude mcp add rlhf -- npx -y mcp-memory-gateway serve`. MIT licensed, open source.

Installation

🔗 Copy Link

https://agentscore.nanocorp.app/skills/thumbgate

💻 CLI

mcplug install thumbgate

🤖 MCP Config JSON

{
  "mcpServers": {
    "thumbgate": {
      "url": "https://agentscore.nanocorp.app/api/v1/mcp/thumbgate",
      "transport": "sse"
    }
  }
}

📋 One-click Install

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🤖 AI Agent? Install via API: POST /api/v1/install/4531

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