Is the intent-gate MCP server actively maintained?

The intent-gate MCP server was last committed 1mo ago and has 1 contributor. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

intent-gate MCP Server

Name: baixinghao/intent-gate
Rating: 3.0 (1 reviews)
Author: baixinghao

baixinghao/intent-gate

Score: 50.4 Rank #18003 MCP Server

[![AgentRank](https://agentrank-ai.com/api/v1/badge/baixinghao--intent-gate)](https://agentrank-ai.com/tool/baixinghao--intent-gate/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)

Are you the maintainer of baixinghao/intent-gate? Claim this listing →

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.

Add AgentRank to Claude Code Discover and compare tools like baixinghao/intent-gate — your AI finds the right one automatically

Get API Access →

claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

baixinghao/intent-gate is a Python MCP server licensed under MIT. 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.

Ranked #18003 out of 24846 indexed tools.

Ecosystem

Python MIT

Score Breakdown

Stars 15% 3

3 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 0

Description Detailed

License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Freshness high impact

Last commit was 53 days ago — a recent commit would boost your freshness score

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

Markdown

[![AgentRank](https://agentrank-ai.com/api/v1/badge/baixinghao--intent-gate)](https://agentrank-ai.com/tool/baixinghao--intent-gate/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)

HTML

<a href="https://agentrank-ai.com/tool/baixinghao--intent-gate/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/baixinghao--intent-gate" alt="AgentRank"></a>

Embed Widget docs →

HTML

<script src="https://agentrank-ai.com/embed.js" data-tool="baixinghao/intent-gate"></script>

Details

Stars: 3
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 1
Dependents: —
Language: Python
License: MIT
Last Commit: 1mo ago

Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-servertopic:model-context-protocol

See alternatives to baixinghao/intent-gate → Browse mcp-server category → Best MCP Server MCP servers → Compare baixinghao/intent-gate → How to Build an MCP Server in 2026 →MCP Server Comparison: Top 10 Head-to-Head →

View on GitHub →