ThumbGate
Rank #54156smithery/rlhf-loop/mcp-memory-gateway-v2
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.
ThumbGate is a Model Context Protocol (MCP) server. It ranks #54156 of 58,900 servers tracked on MCP Toplist. ThumbGate is listed on Smithery, and ships as a single rolling release with no explicit version metadata. It was first listed on Mar 20, 2026.
Ranks ahead of 4,744 of 58,900 servers on MCP Toplist.
Use ThumbGate
ThumbGate doesn’t publish a machine-readable install config. Open one of its registry listings above to find install instructions.
Listed on 1 registry
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- What is ThumbGate?
- 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.
- Is ThumbGate listed on the official MCP registry?
- ThumbGate is not on the Official MCP Registry. It is listed on Smithery.
- How many versions does ThumbGate have?
- ThumbGate ships as a single rolling release with no explicit version metadata.