Stop AI coding agents from guessing. MCP server + Claude Code plugin that enforces intent alignment BEFORE coding: PRD → intent-confidence gate → Mermaid contracts (state machines / sequence diagrams / decision tables) → mechanical lint with zero CRITICAL → then code. Human-in-the-loop, file-persisted, zero-config.

Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "intent-gate": {
      "command": "uvx",
      "args": [
        "intent-gate"
      ]
    }
  }
}

Or install with pip: pip install intent-gate

README Excerpt

**English** | [简体中文](README.zh-CN.md) **Stop AI coding agents from guessing.** Complex business requirements. A thin or sloppy PRD. No legacy code to reference. That is exactly where coding agents start inventing: "happy path only, no failure flow", "idempotency with no server-side design" — gaps get silently filled with

Tools (5)

HG_CHANNELHG_LOG_LEVELHG_WORKSPACE_ROOTmcpServerstype

Topics

claude-code-plugincode-generationcoding-agentdsh-plugindsh-pluginsharnessharness-engineeringmcpmcp-servermcp-tools

intent-gate

Quick Install

README Excerpt

Tools (5)

Topics

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