Skip to main content
Glama
fanghaoling

design-review-mcp

by fanghaoling
OverviewSchemaRelated ServersScoreDiscussions
Python
Local

design-review-mcp

AI Design Review Framework — 多模型对抗设计审查 MCP 工具。

把设计文档/代码 fan-out 给多个不同厂商大模型并行审查，结合项目知识库检索注入历史踩坑，按 canonical 归一 + 校准共识汇总，提高规划质量。

架构

全插件化（所有项目特定逻辑进 adapter，core 项目无关）：

可换层

协议

默认实现

ModelBackend（调用层实现）

async complete(...)

LiteLLMBackend

KnowledgeProvider

retrieve/list_cases/add_case

YamlKnowledgeProvider

ProjectAdapter

read_context/version/convention + reviewers/knowledge

UnityAdapter / GenericAdapter

ReportRenderer

render(ReviewReport)

MarkdownRenderer / JSONRenderer

Stage（Pipeline 步骤）

process(ctx)->ctx

retrieve/context/prompt/review/parse/normalize/consensus/score

日后加 RustAdapter/CppAdapter/WebAdapter 只加 adapter 包，不动 core。

Related MCP server: HydraMCP

Review Pipeline

ReviewDocument → RetrieveStage → ContextStage → PromptStage → ReviewStage(fan-out)
              → ParseStage → NormalizeStage(canonical) → ConsensusStage → ScoreStage → ReviewReport

防冷门技术栈"共谋错误"：强制 evidence_quote（无引用丢弃）+ 知识库 RAG（版本过滤）+ 角色化 reviewer（独立 system_prompt+采样）+ canonical normalize（防同义漏报）+ calibrated confidence。

安装

cd Tools/design-review-mcp
uv sync

配置

API key 走环境变量（litellm 约定）：

模型

env

model 字符串

OpenAI GPT-5

OPENAI_API_KEY

gpt-5

Anthropic Claude

ANTHROPIC_API_KEY

claude-opus-4-8 / claude-sonnet-4-6

火山豆包

ARK_API_KEY

volcengine/<ARK_ENDPOINT_ID>

DeepSeek

DEEPSEEK_API_KEY

deepseek/deepseek-chat

智谱 GLM

ZAI_API_KEY

zai/glm-4.7

⚠️ litellm>=1.83.0（1.82.7/1.82.8 被投毒，已 pin 排除）。

注册到 Claude Code

在 ~/.claude.json 的对应项目 mcpServers 加：

"design-review": {
  "type": "stdio",
  "command": "uv",
  "args": ["run", "--directory", "<项目>/Tools/design-review-mcp", "design-review-mcp"],
  "env": {
    "UNITY_PROJECT_ROOT": "<项目>",
    "OPENAI_API_KEY": "...",
    "ANTHROPIC_API_KEY": "...",
    "ARK_API_KEY": "..."
  }
}

开发

uv run pytest tests/

License

Apache-2.0

This server cannot be installed

A
license - permissive license
-
quality - not tested
C
maintenance

How are these scores calculated?

Maintenance

–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/fanghaoling/design-review-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server