developer-toolsobservabilityai-codingrules-governancedecision-memory
Open-source MCP server providing AI coding observability with rule governance, decision memory, and asset auditing.
Quick Install
Automated & IDE SetupCopy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.
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Manual Client & Custom JSON ConfigExpand JSON ▾
Client Config & Setup
Choose your client or environment
Target File:
💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Overview
Use cases
Scan and govern AI rules and skills across multiple AI coding tools
Record and recall rationale behind code decisions in MADR format
Resolve git merge conflicts in AI asset files
Synchronize AI assets between Claude, Cursor, and Codex
Audit and package AI assets into Claude Plugins
Key features
One-stop governance skill to detect duplicate, conflicting, or obsolete AI rules
Layered decision memory with automatic loading in Claude Code
Local dashboard showing AI asset inventory including rules, skills, decisions, and plugins
Undo functionality for last governance write operation
Cross-tool synchronization of AI assets
Plugin risk auditing and packaging
Capabilities & Tool Schemas
Inspect callable tools, capabilities, and parameters exposed to AI agents by AI Dev Analytics.
Extracted Tool Capabilities
One-stop governance skill to detect duplicate, conflicting, or obsolete AI rules
Layered decision memory with automatic loading in Claude Code
Local dashboard showing AI asset inventory including rules, skills, decisions, and plugins
Undo functionality for last governance write operation
Cross-tool synchronization of AI assets
Plugin risk auditing and packaging
Documentation Overview
AIDA
AI 工具资产治理层 — 规则、技能、决策记忆、插件
三大能力
1. 资产治理
扫描 .claude/rules/、.cursor/rules/、.codex/、.aida/ 等目录，找出重复、矛盾、失效的规则和技能。所有写操作走 aida_apply_governance MCP 工具，每批 journal 一次，可通过 aida_undo 一键回滚。
核心 skill： /aida-govern（一站式）
2. 分层决策记忆
用 MADR 格式把 "为什么这段代码这么写" 记录到 .claude/rules/decisions/。Claude Code 通过 paths 前置元数据在相关文件打开时自动加载，无需手动召回。
核心 skill： /aida-remember、/aida-remember-branch
3. AI 资产总览
本地 Dashboard（aida dashboard）提供 package.json 风格的资产清单：规则/技能/决策/MCP 配置/插件，一屏看完。
核心 skill： /aida-audit
30 秒上手（Claude Code Plugin）
重启 Claude Code。12 个 aida-* skill 会立刻可用。
升级：
Cursor / Codex / VS Code（可选，走 MCP）
在项目根 .mcp.json 加入：
或用一键脚本：
Skill 一览
| 类别 | Skill | 用途 |
|---|---|---|
| 治理 | /aida-govern | 一站式：扫描 → 分析 → 确认 → 一次落盘（覆盖规则过载/任务型规则/文档冗余/跨工具重复/冲突/聚合镜像/2.x 遗留物） |
/aida-resolve | 解决 AI 资产文件的 git 合并冲突 | |
/aida-sync | 跨工具同步：Claude ↔ Cursor ↔ Codex（你选源→目标） | |
/aida-import | 从本地目录路径安全导入外部 Claude Plugin（先审计风险） | |
| 只读 | /aida-audit | 扫描并梳理项目所有 AI 资产 |
| 记忆 | /aida-remember | 记一条决策为 MADR，Claude Code 自动加载 |
/aida-remember-branch | 从当前分支的 diff 批量提取决策 | |
/aida-recall | 召回之前沉淀的模块记忆 | |
/aida-analyze | 分支/功能开发完后沉淀"改了什么、为什么" | |
/aida-undo | 回滚最近一次 AIDA 写操作 | |
| 分享 | /aida-pkg | 打包资产为 Claude Plugin |
/aida-ui | 打开本地 Dashboard（检查 npm 包 → 引导安装 → 给出启动命令） | |
/aida-help | 显示 skill 参考卡片 |
MCP 工具清单
| 工具 | 作用 |
|---|---|
aida_bootstrap | 初始化 / 状态检查 / 工具授权清单 |
aida_scan_assets | 扫描所有 AI 资产 |
aida_list_assets / aida_get_asset | 浏览资产 |
aida_apply_governance | 执行治理动作（create/modify/delete/remove-lines），全部 journaled |
aida_undo | 撤销上一次治理操作 |
aida_write_analysis | 写分析报告 |
aida_memory / aida_remember / aida_recall | 读写决策记忆 |
aida_build_plugin | 打包项目资产为 Claude Plugin |
aida_build_self_plugin | 打包 AIDA 自身为 Plugin |
aida_parse_plugin / aida_audit_plugin_risk | 解析/审计外部 Plugin |
项目结构
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8
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npm downloads
18
Package downloads in the last 30 days.
Last commit
1mo ago
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