📄 工具详情 ⚙️ 安装教程 📚 使用教程
能力标签
🔌 MCP🤖 Agent🔄 工作流🐳 Docker💻 CLI🔗 REST API🧠 Claude⌨️ Cursor
ECC MCP工具
🔌
MCP工具

ECC MCP工具

基于 JavaScript · 让 AI 助手直接操作你的系统与工具
英文名：ECC
⭐ 186.7k Stars 🍴 28.9k Forks 💻 JavaScript 📄 MIT 🏷 AI 8.5分
8.5AI 综合评分
MCP工具智能体优化Claude集成开源框架
⬇ 下载源码 ZIP ⚙️ 配置说明 📺 TG 频道
✦ AI Skill Hub 推荐

AI Skill Hub 强烈推荐：ECC MCP工具 是一款优质的MCP工具。在 GitHub 上收获超过 186.7k 颗 Star，AI 综合评分 8.5 分，在同类工具中表现稳健。如果你正在寻找可靠的MCP工具解决方案，这是一个值得深入了解的选择。

📚 深度解析

ECC MCP工具 是一款基于 MCP（Model Context Protocol）标准协议的 AI 工具扩展。MCP 协议由 Anthropic 开发并开源，旨在建立 AI 模型与外部工具之间的标准化通信接口，目前已被 Claude Desktop、Claude Code、Cursor 等主流 AI 工具采纳。

通过安装 ECC MCP工具，你的 AI 助手将获得额外的工具调用能力，可以用自然语言直接操控该工具的功能，无需学习复杂的命令行语法。MCP 工具的核心价值在于"一次配置，永久增强"——配置完成后，每次与 AI 对话时都可以无缝调用这些工具。

在技术实现上，MCP 工具通过标准的 JSON-RPC 协议与 AI 客户端通信，工具的功能以"工具列表"的形式暴露给 AI 模型，AI 可以按需调用。ECC MCP工具 提供了结构化的工具调用接口，使 AI 模型能够精确地理解和使用每个功能点，显著降低 AI 在工具使用上的错误率。

与传统的 API 集成相比，MCP 工具的优势在于无需编写代码——用户只需在配置文件中添加几行 JSON，即可让 AI 获得全新能力。AI Skill Hub 将 ECC MCP工具 评为 AI 评分 8.5 分，属于同类工具中的优质选择。

📋 工具概览

ECC MCP工具 是一款遵循 MCP（Model Context Protocol）标准协议的 AI 工具扩展。通过 MCP 协议，它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务，实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用，都可以通过自然语言在 AI 对话中直接触发，极大提升生产效率。

GitHub Stars
⭐ 186.7k
开发语言
JavaScript
支持平台
Windows / macOS / Linux
维护状态
活跃维护，更新频繁
开源协议
MIT
AI 综合评分
8.5 分
工具类型
MCP工具
Forks
28.9k

📖 中文文档

以下内容由 AI Skill Hub 根据项目信息自动整理，如需查看完整原始文档请访问底部「原始来源」。

ECC MCP工具 是一款遵循 MCP（Model Context Protocol）标准协议的 AI 工具扩展。通过 MCP 协议，它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务，实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用，都可以通过自然语言在 AI 对话中直接触发，极大提升生产效率。

📌 核心特色
  • 通过标准 MCP 协议与 Claude、Cursor 等主流 AI 客户端深度集成
  • 提供结构化工具调用接口，显著降低 AI 集成复杂度
  • 支持 Claude Desktop 和 Claude Code 无缝接入，开箱即用
  • 可与其他 MCP 工具组合叠加，构建完整 AI 工作站
  • 轻量无侵入设计，不影响现有系统架构
🎯 主要使用场景
  • 在 Claude Desktop 对话中直接调用本地工具，实现 AI 与系统的深度联动
  • 通过自然语言驱动复杂的多步骤自动化任务，代替繁琐手动操作
  • 将多个 MCP 工具组合使用，构建个人专属 AI 工作站
以下安装命令基于项目开发语言和类型自动生成，实际以官方 README 为准。
安装命令
# 方式一：通过 Claude Code CLI 一键安装
claude skill install https://github.com/affaan-m/ECC

# 方式二：手动配置 claude_desktop_config.json
{
  "mcpServers": {
    "ecc-mcp--": {
      "command": "npx",
      "args": ["-y", "ecc"]
    }
  }
}

# 配置文件位置
# macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
# Windows: %APPDATA%/Claude/claude_desktop_config.json
📋 安装步骤说明
  1. 确认已安装 Node.js（v18 或以上版本）
  2. 打开 Claude Desktop 或 Claude Code 的 MCP 配置文件
  3. 按「交给 Agent 安装 → Claude Desktop」标签中的 JSON 配置填入 mcpServers 字段
  4. 保存配置文件并重启 Claude 客户端
  5. 重启后，在对话中即可使用本工具
以下用法示例由 AI Skill Hub 整理，涵盖最常见的使用场景。
常用命令 / 代码示例
# 安装后在 Claude 对话中直接使用
# 示例：
用户: 请帮我用 ECC MCP工具 执行以下任务...
Claude: [自动调用 ECC MCP工具 MCP 工具处理请求]

# 查看可用工具列表
# 在 Claude 中输入："列出所有可用的 MCP 工具"
以下配置示例基于典型使用场景生成，具体参数请参照官方文档调整。
配置示例
// claude_desktop_config.json 配置示例
{
  "mcpServers": {
    "ecc_mcp__": {
      "command": "npx",
      "args": ["-y", "ecc"],
      "env": {
        // "API_KEY": "your-api-key-here"
      }
    }
  }
}

// 保存后重启 Claude Desktop 生效
📑 README 深度解析 真实文档 完整度 64/100 查看 GitHub 原文 →
以下内容由系统直接从 GitHub README 解析整理，保留代码块、表格与列表结构。

简介

<p align="center"> <img src="assets/hero.png" alt="ECC - the agent harness operating system" width="100%" /> </p>

<p align="center"> <a href="https://www.star-history.com/affaan-m/ecc"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/badge?repo=affaan-m/ECC&type=trending&theme=dark" /> <img src="https://api.star-history.com/badge?repo=affaan-m/ECC&type=trending" alt="GitHub Trending Repository of the Day" height="46" /> </picture> </a> <a href="https://www.star-history.com/affaan-m/ecc"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/badge?repo=affaan-m/ECC&type=rank&theme=dark" /> <img src="https://api.star-history.com/badge?repo=affaan-m/ECC&type=rank" alt="Star History Global Rank" height="46" /> </picture> </a> </p>

<p align="center"> <strong>Language:</strong> <a href="README.md">English</a> | <a href="docs/pt-BR/README.md">Português (Brasil)</a> | <a href="README.zh-CN.md">简体中文</a> | <a href="docs/zh-TW/README.md">繁體中文</a> | <a href="docs/ja-JP/README.md">日本語</a> | <a href="docs/ko-KR/README.md">한국어</a> | <a href="docs/tr/README.md">Türkçe</a> | <a href="docs/ru/README.md">Русский</a> | <a href="docs/vi-VN/README.md">Tiếng Việt</a> | <a href="docs/th/README.md">ไทย</a> | <a href="docs/de-DE/README.md">Deutsch</a> | <a href="docs/es/README.md">Español</a> | <a href="docs/uk-UA/README.md">Українська</a> | <a href="docs/pl/README.md">Polski</a> </p>

<p align="center"> <a href="https://discord.gg/36yGMHGFbR"><img src="https://img.shields.io/discord/1496644400590094540?logo=discord&logoColor=white&label=Discord&color=5865F2" alt="Discord" /></a> <a href="https://ecc.tools"><img src="https://img.shields.io/badge/Website-ecc.tools-E07856?logo=googlechrome&logoColor=white" alt="Website" /></a> <a href="https://github.com/apps/ecc-tools"><img src="https://img.shields.io/badge/GitHub%20App-ECC%20Tools-181717?logo=github&logoColor=white" alt="GitHub App" /></a> <a href="LICENSE"><img src="https://img.shields.io/badge/license-MIT-blue.svg" alt="MIT license" /></a> </p>

<p align="center"> <a href="https://github.com/affaan-m/ECC"><img src="https://img.shields.io/github/stars/affaan-m/ECC?style=flat" alt="GitHub stars" /></a> <a href="https://github.com/affaan-m/ECC/forks"><img src="https://img.shields.io/github/forks/affaan-m/ECC?style=flat" alt="GitHub forks" /></a> <a href="https://github.com/affaan-m/ECC/graphs/contributors"><img src="https://img.shields.io/github/contributors/affaan-m/ECC?style=flat" alt="Contributors" /></a> <a href="https://github.com/marketplace/ecc-tools"><img src="https://img.shields.io/endpoint?url=https%3A%2F%2Fapi.ecc.tools%2Fbadge%2Finstalls&logo=github" alt="GitHub App installs" /></a> </p>

<p align="center"> <a href="https://www.npmjs.com/package/ecc-universal"><img src="https://img.shields.io/npm/dw/ecc-universal?label=ecc-universal&logo=npm" alt="ecc-universal npm downloads" /></a> <a href="https://www.npmjs.com/package/ecc-agentshield"><img src="https://img.shields.io/npm/dw/ecc-agentshield?label=ecc-agentshield&logo=npm" alt="ecc-agentshield npm downloads" /></a> </p>

<p align="center"> <img src="https://img.shields.io/badge/-Shell-4EAA25?logo=gnu-bash&logoColor=white" alt="Shell" /> <img src="https://img.shields.io/badge/-TypeScript-3178C6?logo=typescript&logoColor=white" alt="TypeScript" /> <img src="https://img.shields.io/badge/-Python-3776AB?logo=python&logoColor=white" alt="Python" /> <img src="https://img.shields.io/badge/-Go-00ADD8?logo=go&logoColor=white" alt="Go" /> <img src="https://img.shields.io/badge/-Java-ED8B00?logo=openjdk&logoColor=white" alt="Java" /> <img src="https://img.shields.io/badge/-Perl-39457E?logo=perl&logoColor=white" alt="Perl" /> <img src="https://img.shields.io/badge/-Markdown-000000?logo=markdown&logoColor=white" alt="Markdown" /> </p>

[!WARNING] Official sources only. Install ECC only from verified channels: the GitHub repository github.com/affaan-m/ECC, the npm packages ecc-universal and ecc-agentshield, the GitHub App, the plugin slug ecc@ecc, and the project website ecc.tools. Third-party re-uploads and unofficial mirrors are not maintained or reviewed by the project and may contain malware.

What's New

Current release: 2.2.3 (2026-10-01). Highlights of the 2.2 line:

  • Guided, manifest-driven setup across Claude Code, Codex, and Kimi Code, with install-state ownership, doctor, repair, and uninstall.
  • Native Antigravity install, a thin Pi adapter, and the packed-artifact release gate tested on Linux, macOS, and Windows.
  • Plan Canvas browser review, the unified memory vault (ecc memory), and the Itô compute skill family.

Full history: CHANGELOG.md. Per-release notes and evidence live under docs/releases/.

What's Inside

ECC/
|-- agents/           # 68 specialized subagents for delegation
|-- skills/           # 293 reusable workflows loaded on demand
|-- commands/         # 94 maintained slash-command shims
|-- rules/            # opt-in common and language standards
|-- hooks/            # runtime automation and enforcement
|-- scripts/          # install, repair, sync, orchestration, and checks
|-- .claude-plugin/   # Claude Code marketplace manifest
|-- .codex/           # Codex reference configuration and agent roles
|-- .opencode/        # OpenCode plugin, commands, and instructions
|-- .cursor/          # Cursor rules and hook adapter
|-- docs/             # public setup, architecture, and operating guides

The root is the source of truth. Platform adapters package or map these same workflows instead of maintaining separate copies.

<details> <summary><strong>Annotated component catalog</strong></summary>

ECC/
|-- .claude-plugin/   # Plugin and marketplace manifests
|   |-- plugin.json         # Plugin metadata and component paths
|   |-- marketplace.json    # Marketplace catalog for /plugin marketplace add
|
|-- agents/           # 67 specialized subagents for delegation
|   |-- planner.md           # Feature implementation planning
|   |-- architect.md         # System design decisions
|   |-- tdd-guide.md         # Test-driven development
|   |-- code-reviewer.md     # Quality and security review
|   |-- security-reviewer.md # Vulnerability analysis
|   |-- build-error-resolver.md
|   |-- e2e-runner.md        # Playwright E2E testing
|   |-- refactor-cleaner.md  # Dead code cleanup
|   |-- doc-updater.md       # Documentation sync
|   |-- docs-lookup.md       # Documentation/API lookup
|   |-- chief-of-staff.md    # Communication triage and drafts
|   |-- loop-operator.md     # Autonomous loop execution
|   |-- harness-optimizer.md # Harness config tuning
|   |-- cpp-reviewer.md      # C++ code review
|   |-- cpp-build-resolver.md # C++ build error resolution
|   |-- fsharp-reviewer.md   # F# functional code review
|   |-- go-reviewer.md       # Go code review
|   |-- go-build-resolver.md # Go build error resolution
|   |-- python-reviewer.md   # Python code review
|   |-- database-reviewer.md # Database/Supabase review
|   |-- typescript-reviewer.md # TypeScript/JavaScript code review
|   |-- java-reviewer.md     # Java/Spring Boot code review
|   |-- java-build-resolver.md # Java/Maven/Gradle build errors
|   |-- kotlin-reviewer.md   # Kotlin/Android/KMP code review
|   |-- kotlin-build-resolver.md # Kotlin/Gradle build errors
|   |-- harmonyos-app-resolver.md # HarmonyOS/ArkTS app development
|   |-- rust-reviewer.md     # Rust code review
|   |-- rust-build-resolver.md # Rust build error resolution
|   |-- pytorch-build-resolver.md # PyTorch/CUDA training errors
|   |-- mle-reviewer.md      # Production ML pipeline, eval, serving, and monitoring review
|
|-- skills/           # Workflow definitions and domain knowledge
|   |-- coding-standards/           # Language best practices
|   |-- clickhouse-io/              # ClickHouse analytics, queries, data engineering
|   |-- backend-patterns/           # API, database, caching patterns
|   |-- frontend-patterns/          # React, Next.js patterns
|   |-- frontend-slides/            # HTML slide decks and PPTX-to-web presentation workflows
|   |-- article-writing/            # Long-form writing in a supplied voice without generic AI tone
|   |-- content-engine/             # Multi-platform social content and repurposing workflows
|   |-- market-research/            # Source-attributed market, competitor, and investor research
|   |-- investor-materials/         # Pitch decks, one-pagers, memos, and financial models
|   |-- investor-outreach/          # Personalized fundraising outreach and follow-up
|   |-- continuous-learning/        # Legacy v1 Stop-hook pattern extraction
|   |-- continuous-learning-v2/     # Instinct-based learning with confidence scoring
|   |-- iterative-retrieval/        # Progressive context refinement for subagents
|   |-- strategic-compact/          # Manual compaction suggestions (Longform Guide)
|   |-- tdd-workflow/               # TDD methodology
|   |-- security-review/            # Security checklist
|   |-- eval-harness/               # Verification loop evaluation (Longform Guide)
|   |-- verification-loop/          # Continuous verification (Longform Guide)
|   |-- videodb/                    # Video and audio: ingest, search, edit, generate, stream
|   |-- golang-patterns/            # Go idioms and best practices
|   |-- golang-testing/             # Go testing patterns, TDD, benchmarks
|   |-- cpp-coding-standards/       # C++ coding standards from C++ Core Guidelines
|   |-- cpp-testing/                # C++ testing with GoogleTest, CMake/CTest
|   |-- django-patterns/            # Django patterns, models, views
|   |-- django-security/            # Django security best practices
|   |-- django-tdd/                 # Django TDD workflow
|   |-- django-verification/        # Django verification loops
|   |-- laravel-patterns/           # Laravel architecture patterns
|   |-- laravel-security/           # Laravel security best practices
|   |-- laravel-tdd/                # Laravel TDD workflow
|   |-- laravel-verification/       # Laravel verification loops
|   |-- python-patterns/            # Python idioms and best practices
|   |-- python-testing/             # Python testing with pytest
|   |-- quarkus-patterns/           # Java Quarkus patterns
|   |-- quarkus-security/           # Quarkus security
|   |-- quarkus-tdd/                # Quarkus TDD
|   |-- quarkus-verification/       # Quarkus verification
|   |-- rails-patterns/             # Rails architecture patterns
|   |-- springboot-patterns/        # Java Spring Boot patterns
|   |-- springboot-security/        # Spring Boot security
|   |-- springboot-tdd/             # Spring Boot TDD
|   |-- springboot-verification/    # Spring Boot verification
|   |-- configure-ecc/              # Interactive installation wizard
|   |-- security-scan/              # AgentShield security auditor integration
|   |-- java-coding-standards/      # Java coding standards
|   |-- jpa-patterns/               # JPA/Hibernate patterns
|   |-- postgres-patterns/          # PostgreSQL optimization patterns
|   |-- nutrient-document-processing/ # Document processing with Nutrient API
|   |-- database-migrations/        # Migration patterns (Prisma, Drizzle, Django, Go)
|   |-- api-design/                 # REST API design, pagination, error responses
|   |-- deployment-patterns/        # CI/CD, Docker, health checks, rollbacks
|   |-- docker-patterns/            # Docker Compose, networking, volumes, container security
|   |-- e2e-testing/                # Playwright E2E patterns and Page Object Model
|   |-- content-hash-cache-pattern/ # SHA-256 content hash caching for file processing
|   |-- cost-aware-llm-pipeline/    # LLM cost optimization, model routing, budget tracking
|   |-- regex-vs-llm-structured-text/ # Decision framework: regex vs LLM for text parsing
|   |-- swift-actor-persistence/    # Thread-safe Swift data persistence with actors
|   |-- swift-protocol-di-testing/  # Protocol-based DI for testable Swift code
|   |-- search-first/               # Research-before-coding workflow
|   |-- skill-stocktake/            # Audit skills and commands for quality
|   |-- liquid-glass-design/        # iOS 26 Liquid Glass design system
|   |-- foundation-models-on-device/ # Apple on-device LLM with FoundationModels
|   |-- swift-concurrency-6-2/      # Swift 6.2 Approachable Concurrency
|   |-- mle-workflow/               # Production ML data contracts, evals, deployment, monitoring
|   |-- perl-patterns/              # Modern Perl 5.36+ idioms and best practices
|   |-- perl-security/              # Perl security patterns, taint mode, safe I/O
|   |-- perl-testing/               # Perl TDD with Test2::V0, prove, Devel::Cover
|   |-- autonomous-loops/           # Autonomous loop patterns: sequential pipelines, PR loops, DAG orchestration
|   |-- plankton-code-quality/      # Write-time code quality enforcement with Plankton hooks
|   |-- codehealth-mcp/             # Optional CodeScene Code Health MCP skill (opt-in)
|   |-- docs/examples/project-guidelines-template.md  # Template for project-specific skills
|
|-- commands/         # Maintained slash-entry compatibility; prefer skills/
|   |-- plan.md             # /plan - Implementation planning
|   |-- code-review.md      # /code-review - Quality review
|   |-- build-fix.md        # /build-fix - Fix build errors
|   |-- refactor-clean.md   # /refactor-clean - Dead code removal
|   |-- quality-gate.md     # /quality-gate - Verification gate
|   |-- learn.md            # /learn - Extract patterns mid-session (Longform Guide)
|   |-- learn-eval.md       # /learn-eval - Extract, evaluate, and save patterns
|   |-- checkpoint.md       # /checkpoint - Save verification state (Longform Guide)
|   |-- setup-pm.md         # /setup-pm - Configure package manager
|   |-- go-review.md        # /go-review - Go code review
|   |-- go-test.md          # /go-test - Go TDD workflow
|   |-- go-build.md         # /go-build - Fix Go build errors
|   |-- skill-create.md     # /skill-create - Generate skills from git history
|   |-- instinct-status.md  # /instinct-status - View learned instincts
|   |-- instinct-import.md  # /instinct-import - Import instincts
|   |-- instinct-export.md  # /instinct-export - Export instincts
|   |-- evolve.md           # /evolve - Cluster instincts into skills
|   |-- prune.md            # /prune - Delete expired pending instincts
|   |-- pm2.md              # /pm2 - PM2 service lifecycle management
|   |-- multi-plan.md       # /multi-plan - Multi-agent task decomposition
|   |-- multi-execute.md    # /multi-execute - Orchestrated multi-agent workflows
|   |-- multi-backend.md    # /multi-backend - Backend multi-service orchestration
|   |-- multi-frontend.md   # /multi-frontend - Frontend multi-service orchestration
|   |-- multi-workflow.md   # /multi-workflow - General multi-service workflows
|   |-- sessions.md         # /sessions - Session history management
|   |-- test-coverage.md    # /test-coverage - Test coverage analysis
|   |-- update-docs.md      # /update-docs - Update documentation
|   |-- update-codemaps.md  # /update-codemaps - Update codemaps
|   |-- python-review.md    # /python-review - Python code review
|-- legacy-command-shims/   # Opt-in archive for retired shims such as /tdd and /eval
|   |-- tdd.md              # /tdd - Prefer the tdd-workflow skill
|   |-- e2e.md              # /e2e - Prefer the e2e-testing skill
|   |-- eval.md             # /eval - Prefer the eval-harness skill
|   |-- verify.md           # /verify - Prefer the verification-loop skill
|   |-- orchestrate.md      # /orchestrate - Prefer dmux-workflows or multi-workflow
|
|-- rules/            # Always-follow guidelines (copy to ~/.claude/rules/ecc/)
|   |-- README.md            # Structure overview and installation guide
|   |-- common/              # Language-agnostic principles
|   |   |-- coding-style.md    # Immutability, file organization
|   |   |-- git-workflow.md    # Commit format, PR process
|   |   |-- testing.md         # TDD, 80% coverage requirement
|   |   |-- performance.md     # Model selection, context management
|   |   |-- patterns.md        # Design patterns, skeleton projects
|   |   |-- hooks.md           # Hook architecture, TodoWrite
|   |   |-- agents.md          # When to delegate to subagents
|   |   |-- security.md        # Mandatory security checks
|   |-- typescript/          # TypeScript/JavaScript specific
|   |-- python/              # Python specific
|   |-- golang/              # Go specific
|   |-- swift/               # Swift specific
|   |-- php/                 # PHP specific
|   |-- arkts/               # HarmonyOS / ArkTS specific
|
|-- hooks/            # Trigger-based automations
|   |-- README.md                 # Hook documentation, recipes, and customization guide
|   |-- hooks.json                # All hooks config (PreToolUse, PostToolUse, Stop, etc.)
|   |-- memory-persistence/       # Session lifecycle hooks (Longform Guide)
|   |-- strategic-compact/        # Compaction suggestions (Longform Guide)
|
|-- scripts/          # Cross-platform Node.js scripts
|   |-- lib/                     # Shared utilities
|   |   |-- utils.js             # Cross-platform file/path/system utilities
|   |   |-- package-manager.js   # Package manager detection and selection
|   |-- hooks/                   # Hook implementations
|   |   |-- session-start.js     # Load context on session start
|   |   |-- session-end.js       # Save state on session end
|   |   |-- pre-compact.js       # Pre-compaction state saving
|   |   |-- suggest-compact.js   # Strategic compaction suggestions
|   |   |-- evaluate-session.js  # Extract patterns from sessions
|   |-- setup-package-manager.js # Interactive PM setup
|
|-- tests/            # Test suite
|   |-- lib/                     # Library tests
|   |-- hooks/                   # Hook tests
|   |-- run-all.js               # Run all tests
|
|-- contexts/         # Dynamic system prompt injection contexts (Longform Guide)
|   |-- dev.md              # Development mode context
|   |-- review.md           # Code review mode context
|   |-- research.md         # Research/exploration mode context
|
|-- examples/         # Example configurations and sessions
|   |-- CLAUDE.md             # Example project-level config
|   |-- user-CLAUDE.md        # Example user-level config
|   |-- saas-nextjs-CLAUDE.md   # Real-world SaaS (Next.js + Supabase + Stripe)
|   |-- go-microservice-CLAUDE.md # Real-world Go microservice (gRPC + PostgreSQL)
|   |-- django-api-CLAUDE.md      # Real-world Django REST API (DRF + Celery)
|   |-- laravel-api-CLAUDE.md     # Real-world Laravel API (PostgreSQL + Redis)
|   |-- rust-api-CLAUDE.md        # Real-world Rust API (Axum + SQLx + PostgreSQL)
|
|-- mcp-configs/      # MCP server configurations
|   |-- mcp-servers.json    # GitHub, Supabase, Vercel, Railway, etc.
|
|-- ecc_dashboard.py  # Desktop GUI dashboard (Tkinter)
|
|-- marketplace.json  # Self-hosted marketplace config (for /plugin marketplace add)
</details>

<details> <summary><strong>Dashboard GUI</strong></summary>

Launch the desktop dashboard to visually explore ECC components:

```bash npm run dashboard

Install with Claude Code

Use the guided setup or native plugin commands. Both install the same ecc@ecc plugin. Choose one and do not stack a full manual Claude install on top.

ECC Tools
ECC Pro + GitHub App
Install free · Private repos from $19/seat/mo
Sponsor ECC
Fund the open-source project 		Discord
Community
Discord · Q&A · Show and Tell

</div>

<sub>OSS stays free. This repo is MIT-licensed forever. ECC Pro is the hosted GitHub App for private repos. <a href="https://github.com/sponsors/affaan-m">Sponsors</a> and <a href="https://ecc.tools/pricing">Pro subscribers</a> fund the work. That's why a single maintainer ships weekly across 7 harnesses.</sub>

<sub><strong>Partners &amp; sponsors</strong></sub>

<p align="center" aria-label="Partners and sponsors"> <a href="https://www.coderabbit.ai" title="CodeRabbit"><img src="assets/images/sponsors/coderabbit.png" height="54" alt="CodeRabbit" /></a>&nbsp;&nbsp;&nbsp; <a href="https://www.greptile.com/go/ecc" title="Greptile"><img src="assets/images/sponsors/greptile.png" height="54" alt="Greptile" /></a>&nbsp;&nbsp;&nbsp; <a href="https://platform.kimi.ai?aff=ecc" title="Moonshot AI - Kimi"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/images/sponsors/moonshot-dark.png" /><img src="assets/images/sponsors/moonshot.png" width="132" alt="Moonshot AI - Kimi" /></picture></a>&nbsp;&nbsp;&nbsp; <a href="https://compute.itomarkets.com" title="Itô Markets"><picture><source media="(prefers-color-scheme: light)" srcset="assets/images/sponsors/ito-transparent-light.png" /><img src="assets/images/sponsors/ito-transparent.png" width="96" alt="Itô Markets" /></picture></a>&nbsp;&nbsp;&nbsp; <a href="https://serpapi.com/github-ecc" title="SerpApi: Web Search API"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/images/sponsors/serpapi-logo-dark-mode.svg" /><img src="assets/images/sponsors/serpapi-logo-light-mode.svg" width="200" alt="SerpApi: Web Search API" /></picture></a> </p>

<sub><strong>Past sponsors:</strong> <a href="https://www.atlascloud.ai/?utm_source=github&amp;utm_medium=link&amp;utm_campaign=ECC">Atlas Cloud</a> · <a href="https://github.com/mikejmorgan-ai">Mike Morgan (inactive)</a></sub>

<sub><strong>Community sponsors:</strong> <a href="https://github.com/jasonwu513">@jasonwu513</a> · <a href="https://github.com/1anter">@1anter</a> · <a href="https://github.com/massimotodaro">@massimotodaro</a> · <a href="https://github.com/meadmccabe">@meadmccabe</a></sub>

<sub><a href="https://github.com/sponsors/affaan-m"><strong>Become a Sponsor</strong></a> · <a href="SPONSORS.md">Sponsor Tiers</a> · <a href="SPONSORING.md">Sponsorship Program</a></sub>

</div>

<p align="center"><a href="#install-ecc">Jump to install ↓</a></p>

Install ECC

[!IMPORTANT] ECC 2.2 includes guided package setup for Claude Code, Codex, and Kimi Code. The universal package requires Node.js 18 or newer. Claude plugin setup also requires Git and Claude Code 2.1 or newer on PATH.

Advanced Install Options

<details> <summary><strong>Low-context install with no hook runtime</strong></summary>

of ~/.claude/skills; do not nest manual installs under ~/.claude/skills/ecc/)

mkdir -p ~/.claude/skills cp -r .agents/skills/* ~/.claude/skills/ cp -r skills/search-first ~/.claude/skills/

Reset / Uninstall ECC

If you installed from the universal package, run these commands from the same project directory used for installation:

npx ecc-universal@2.2.3 list-installed
npx ecc-universal@2.2.3 doctor
npx ecc-universal@2.2.3 repair
npx ecc-universal@2.2.3 uninstall --dry-run
npx ecc-universal@2.2.3 uninstall

From a source checkout, inspect the managed state before reinstalling:

node scripts/ecc.js list-installed
node scripts/ecc.js doctor
node scripts/ecc.js repair
node scripts/ecc.js uninstall --dry-run

For a direct source-checkout uninstall:

node scripts/uninstall.js --dry-run
node scripts/uninstall.js

If you are leaving, the uninstall command prints an optional 20-second feedback form. It is a public GitHub issue, never blocks uninstall, and ECC does not upload diagnostics. You can also run ecc feedback at any time to see the problem, feedback, and feature routes.

Plugin users should remove the plugin from Claude Code, then delete only the rule folders they manually copied and no longer want. ECC only removes files recorded in its install-state. It does not claim unrelated files in your harness directories.

If you stacked methods, clean up in this order:

1. Remove the Claude Code plugin install. 2. Run the ECC uninstall command from the project directory that contains the managed install-state. 3. Delete any extra rule folders you copied manually and no longer want. 4. Reinstall once, using a single path. </details>

Optional: maintained slash-command compatibility during migration

mkdir -p ~/.claude/commands cp commands/*.md ~/.claude/commands/ 


Retired shims live in `legacy-command-shims/`. Copy individual files from there only if you still need old names such as `/tdd`.
</details>

<details>
<summary><strong>Project-local rules instead of global rules</strong></summary>

Use project-local rules when ECC's standards should apply to one repository rather than every Claude Code session:
bash cd your-project mkdir -p .claude/rules/ecc cp -R /path/to/ECC/rules/common .claude/rules/ecc/ cp -R /path/to/ECC/rules/typescript .claude/rules/ecc/ 

Rules are always-loaded context, so begin with `common` and one pack for the stack you actually use. When copying rules manually, copy the whole language directory (for example `rules/common` or `rules/golang`), not the files inside it, so relative references keep working and filenames do not collide.
</details>

<details>
<summary><strong>Fully manual Claude install</strong></summary>

Use this only when you are intentionally skipping the plugin path:
bash git clone https://github.com/affaan-m/ECC.git cd ECC ./install.sh --profile full --enable-hooks 

Windows:
powershell git clone https://github.com/affaan-m/ECC.git cd ECC .\install.ps1 --profile full --enable-hooks 

These examples enable the automatic hook runtime. To install without hooks, replace `--enable-hooks` with `--no-hooks`.

If you choose this path, stop there. Do not also run `/plugin install`.

For hand-picked manual installs, Claude discovers skills as direct children of `~/.claude/skills/`; do not nest them under `~/.claude/skills/ecc/`.

#### Install hooks

Do not copy the raw repo `hooks/hooks.json` into `~/.claude/settings.json` or `~/.claude/hooks/hooks.json`. That file is plugin/repo-oriented; use the installer so hook command paths are rewritten correctly:
bash bash ./install.sh --target claude --modules hooks-runtime --enable-hooks 

That installs the hook scripts under `~/.claude/` and registers the resolved
hook entries in `~/.claude/settings.json`. Existing user settings and hooks are
preserved; ECC-owned entries are tracked by stable ID for idempotent updates
and safe uninstall.

If you installed ECC via `/plugin install`, do not copy those hooks into `settings.json`. Claude Code v2.1+ already auto-loads plugin `hooks/hooks.json`, and duplicating them in `settings.json` causes duplicate execution and cross-platform hook conflicts.

On Windows, Claude's config root is `%USERPROFILE%\.claude`; install the hook runtime with:
powershell pwsh -File .\install.ps1 --target claude --modules hooks-runtime --enable-hooks 

#### Configure MCPs

Claude plugin installs intentionally do not auto-enable ECC's bundled MCP server definitions. This avoids overlong plugin MCP tool names on strict third-party gateways while keeping manual MCP setup available.

Use Claude Code's `/mcp` command or CLI-managed MCP setup for live Claude Code server changes; Claude Code persists those choices in `~/.claude.json`. For repo-local MCP access, copy desired MCP server definitions from `mcp-configs/mcp-servers.json` into a project-scoped `.mcp.json`.

ECC ships exactly one default connector (`chrome-devtools`); everything else is a skill wrapping a CLI/REST API or an opt-in catalog entry. The rule and the June 2026 audit that retired the previous six defaults live in [docs/MCP-CONNECTOR-POLICY.md](docs/MCP-CONNECTOR-POLICY.md).

If you already run your own copies of ECC-bundled MCPs, set:
bash export ECC_DISABLED_MCPS="chrome-devtools" ```

ECC-managed install and Codex sync flows will skip or remove those bundled servers instead of re-adding duplicates. ECC_DISABLED_MCPS is an ECC install/sync filter, not a live Claude Code toggle.

Important: Replace YOUR_*_HERE placeholders with your actual API keys. </details>

<details> <summary><strong>Multi-model commands require additional setup</strong></summary>

multi-* commands are not covered by the base plugin/rules install.

To use /multi-plan, /multi-execute, /multi-backend, /multi-frontend, and /multi-workflow, you must also install the ccg-workflow runtime. Choose and review an exact release using the upstream CCG installation guide, then initialize that installed runtime. ECC does not bundle CCG or attest to a compatible, audited CCG release; this guide does not bootstrap an unspecified registry version.

That runtime provides the external dependencies these commands expect, including:

  • ~/.claude/bin/codeagent-wrapper
  • ~/.claude/.ccg/prompts/*

Without ccg-workflow, these multi-* commands will not run correctly. </details>

<details> <summary><strong>Reset, repair, or uninstall</strong></summary>

Self-Hosted Models and Custom Endpoints

ECC works through each harness's normal configuration, so you can use an official provider, a compatible custom API endpoint or model gateway, or a self-hosted model without changing ECC's workflows.

For Claude Code, ECC does not hardcode Anthropic-hosted transport settings. Minimal gateway example:

export ANTHROPIC_BASE_URL=https://your-gateway.example.com
export ANTHROPIC_AUTH_TOKEN=your-token
claude

If your gateway remaps model names, configure that in Claude Code rather than in ECC. ECC's hooks, skills, commands, and rules are model-provider agnostic once the claude CLI is already working. See Anthropic's LLM gateway documentation and model configuration documentation.

Run or self-host any open-source model behind that gateway using separate compute and serving setup. If you need GPU capacity, Itô is ECC's preferred compute sponsor; any GPU provider works. The sponsorship link is passive: it does not invoke an RFQ, reserve capacity, provision compute, or configure serving. Separately, ecc ito find invokes the explicitly configured canonical Itô CLI and submits a live authenticated RFQ; it does not reserve capacity. Managed inference through Itô is not live yet.

Itô compute CLI bridge

ecc ito delegates to the separately installed canonical Itô client; ECC does not maintain a second API client. ecc ito login [--no-browser] performs device authorization, opens the Itô verification page by default, and persists a device token in macOS Keychain; --no-browser suppresses the page handoff. ECC itself does no browser automation. ecc ito auth is validation-only and rejects --no-browser. The available operations are ecc ito login, ecc ito auth, ecc ito find, ecc ito status, and the separately gated ecc ito evals. The matching MCP tools remain ito_auth, ito_find, and ito_status; ito_auth validates existing credentials and node qualification is CLI-only.

The ito-compute-cli package is currently unpublished. Build it locally from the Itô runtime repo (private while the desk hardens; design partners get access) under cli/ito-compute-cli, run npm ci and npm run check, then set ECC_ITO_CLI_EXECUTABLE to that build's absolute dist/bin/ito.js path. Login never inherits ITO_API_KEY; auth, find, and status forward ITO_API_KEY directly when configured, and ITO_AUTH_MODE=legacy is not required. ecc ito logout revokes the current device credential and retains its local copy if remote revocation cannot be confirmed. Device tokens use macOS Keychain by default; explicit file fallback must retain owner-only directory/file permissions. ECC does not discover this credential-bearing client through PATH. See the ito-compute skill for the full RFQ authority and MCP setup contract.

find submits a live authenticated RFQ. It does not reserve capacity. evals requires both ITO_ENABLE_SIXTYTWO_LIVE=1 and --live-sixtytwo, a separately installed sixtytwo-cli==0.3.33, an explicit node list, and an existing absolute configuration directory. It cannot rent, launch, recover, repair, or purchase. ECC exposes no quote lock, purchase, workload, or inference path, and it never replaces a missing client or failed live call with a local result.

Find the right components first

Ask the packaged advisor which components match your work:

node scripts/ecc.js consult "security reviews" --target claude

It returns matching components, related profiles, and preview/install commands. Use the preview command before installing if you want to inspect the exact file plan.

You can also install explicit skills or capabilities:

./install.sh --target claude --skills tdd-workflow,security-review
node scripts/ecc.js install --profile minimal --target claude --with capability:machine-learning

Manual component-by-component copying also works. Each component is fully independent:

```bash

TDD Workflow

  1. Define interfaces first
  2. Write failing tests (RED)
  3. Implem
🇨🇳 中文文档镜像 AI 翻译 2026-05-23
英文原文章节由系统翻译为中文摘要，便于快速理解。完整原文见上方 "📑 README 深度解析"。
📌 简介

本项目是 Claude Code 的一个插件，包含了多个功能模块和工具。它支持多种编程语言，包括 TypeScript、Python、Go、Swift 和 PHP 等。

⚡ 功能介绍

本项目包含了多个功能模块和工具，包括 15 个钩子事件、16 个钩子脚本、34 个规则和 48 个代理。

📋 环境依赖

本项目需要 Node.js 和 npm 或 pnpm 等包管理器来安装依赖项。对于多模型命令，需要额外安装 ccg-workflow 运行时。

🛠 安装步骤（Docker/pip/源码）

本项目支持多种安装方式，包括 npm、pnpm 和 yarn 等包管理器。对于 selective install 架构，需要使用 install-plan.js 和 install-apply.js 文件来安装特定组件。

🚀 使用教程

本项目的使用指南可以在 guides 中找到。它包括了多个教程和示例，帮助用户快速上手。

⚙️ 配置说明（含 MCP / env）

本项目支持通过环境变量、全局配置和项目配置来设置参数。例如，可以通过 export CLAUDE_PACKAGE_MANAGER=pnpm 来设置包管理器。

🔌 API 说明

本项目的 API 文档可以在此处找到。它包括了多个接口和函数，帮助开发者创建自定义插件和工具。

🔄 工作流/模块

本项目的工作流和模块包括了多个功能，例如 dashboard GUI、public surface synced to live repo 等。

❓ FAQ 摘要

常见问题包括如何检查已安装的代理和命令、如何解决钩子脚本问题等。

🎯 aiskill88 AI 点评 A 级 2026-05-20

高星开源项目，提供完整智能体优化方案。架构设计先进，文��完善，活跃维护。值得深度关注和集成应用。

📚 实用指南（长尾问题）
适合谁
  • 使用 Cursor 编辑器、希望提升 AI 编程效率的开发者
  • 需要让 Claude / Cursor 操作本地工具的 AI 工程师
  • 构建多智能体协作系统的 Agent 开发者
  • 跨境业务、多语言内容运营团队
最佳实践
  • 配置 MCP 服务器时建议使用 stdio 传输 + JSON-RPC，避免暴露公网
  • 生产部署优先使用 Docker Compose 隔离依赖，并挂载 volume 持久化数据
  • Agent 任务先做 dry-run 验证工具调用链，再开启自主执行
  • Cursor rules 控制在 80 行内，否则模型上下文成本会显著上升
常见错误
  • API key 直接提交到 git 仓库（请用 .env 并加入 .gitignore）
  • MCP 配置路径拼错或权限不足，重启 Claude Desktop 才生效
  • 容器内无法访问宿主机 localhost — 使用 host.docker.internal
部署方案
  • Docker：ECC 提供官方镜像，docker compose up 一键启动
  • CLI：直接 npm install -g / pip install，命令行调用
  • 云端托管：可放在 Vercel / Railway / Fly.io 等 PaaS 平台
相关搜索
ECC 中文教程ECC 安装报错怎么办ECC MCP 配置ECC Docker 部署ECC Agent 工作流ECC 与同类工具对比ECC 最佳实践ECC 适合谁用

⚡ 核心功能

👥 适合谁
  • 使用 Cursor 编辑器、希望提升 AI 编程效率的开发者
  • 需要让 Claude / Cursor 操作本地工具的 AI 工程师
  • 构建多智能体协作系统的 Agent 开发者
  • 跨境业务、多语言内容运营团队
⭐ 最佳实践
  • 配置 MCP 服务器时建议使用 stdio 传输 + JSON-RPC，避免暴露公网
  • 生产部署优先使用 Docker Compose 隔离依赖，并挂载 volume 持久化数据
  • Agent 任务先做 dry-run 验证工具调用链，再开启自主执行
  • Cursor rules 控制在 80 行内，否则模型上下文成本会显著上升
⚠️ 常见错误
  • API key 直接提交到 git 仓库（请用 .env 并加入 .gitignore）
  • MCP 配置路径拼错或权限不足，重启 Claude Desktop 才生效
  • 容器内无法访问宿主机 localhost — 使用 host.docker.internal

👥 适合人群

Claude Desktop / Claude Code 用户AI 工具开发者需要扩展 AI 能力的专业人士自动化工程师

🎯 使用场景

  • 在 Claude Desktop 对话中直接调用本地工具，实现 AI 与系统的深度联动
  • 通过自然语言驱动复杂的多步骤自动化任务，代替繁琐手动操作
  • 将多个 MCP 工具组合使用，构建个人专属 AI 工作站

⚖️ 优点与不足

✅ 优点
  • +GitHub 186.7k Star，社区高度认可
  • +MIT 协议，可免费商用
  • +标准化 MCP 协议，生态互联性强
  • +与 Claude 官方生态无缝对接
  • +即插即用，配置简单快捷
⚠️ 不足
  • −依赖 Claude 客户端，非 Claude 用户无法使用
  • −MCP 协议仍在持续演进，接口可能变更
  • −需要一定的配置步骤
⚠️ 使用须知

AI Skill Hub 为第三方内容聚合平台，本页面信息基于公开数据整理，不对工具功能和质量作任何法律背书。

建议在沙箱或测试环境中充分验证后，再部署至生产环境，并做好必要的安全评估。

📄 License 说明

✅ MIT 协议 — 最宽松的开源协议之一，可自由商用、修改、分发，仅需保留版权声明。

🔗 相关工具推荐

AI工程师中心
MCP工具
mcp-use MCP工具
MCP工具
Claude官方插件库
Anthropic官方维护的高质量Claude代码插件目录，提供MCP工具集成支持。汇聚经过认证的官方插件资源，帮助开发
Context7代码文档平台
MCP工具
📚 相关教程推荐
MCP 配置教程
帮助中心 · AI Skill Hub
MCP 工具
帮助中心 · AI Skill Hub
Claude Code 完全指南：从安装到高级用法的系统教程
帮助中心 · AI Skill Hub
Claude Code 完全指南：从安装到高级用法的系统教程
帮助中心 · AI Skill Hub
📰 相关 AI 新闻
OpenAI 最新产品与研究动态
AI 资讯 · 知识关联
AI Agent 自主化能力最新进展
AI 资讯 · 知识关联
Claude Code 最新功能与使用技巧
AI 资讯 · 知识关联
谷歌 AI 最新动态
AI 资讯 · 知识关联
🍿 AI 圈相关吃瓜
配了5个 MCP 工具，Claude 一个都没用
AI 圈观察
AutoGPT 自主完成了任务：把我的文件夹全部重命名了
AI 圈观察
Filesystem MCP 帮 Claude 找文件，找了整个 node_modules
AI 圈观察
🗺️ 相关解决方案
mcp
mcp-server-setup
agent
ai-agent-workflow
workflow
ai-workflow-templates
translation
ai-translation-pipeline
🧩 你可能还需要
基于当前 Skill 的能力图谱，自动补全的工具组合
Augustus
LLM安全测试框架，检测prompt注入、越狱等
爬虫lama
本地AI代理，通过Ollama回答问题
gptme Agent工作流
MCP · Agent · 工作流
LEANN AI技能包
MCP · Agent · 工作流
MassGen多智能体系统
MCP · Agent · 工作流
Arkiv媒体资产管理器
本地优先的媒体资产管理工具，集成AI语义搜索和专业相机元数据读取功能。支持DaVinci Resolve集成，适合视频编辑、摄影师和内容创作

❓ 常见问题 FAQ

主要支持Claude，通过MCP协议扩展兼容其他模型。
💡 AI Skill Hub 点评

总体来看，ECC MCP工具 是一款质量优秀的MCP工具，在同类工具中具备一定竞争力。AI Skill Hub 将持续追踪其更新动态，建议收藏备用，结合自身场景选择合适时机引入使用。

⬇️ 获取与下载
⬇ 下载源码 ZIP

✅ MIT 协议 · 可免费商用 · 直接从 aiskill88 服务器下载，无需跳转 GitHub

📚 深入学习 ECC MCP工具
查看分步骤安装教程和完整使用指南，快速上手这款工具
⚙️ 安装教程 📚 使用教程
🌐 原始信息
原始名称 ECC
原始描述 开源MCP工具：The agent harness performance optimization system. Skills, instincts, memory, se。⭐186.7k · JavaScript
Topics MCP工具智能体优化Claude集成开源框架
GitHub https://github.com/affaan-m/ECC
License MIT
语言 JavaScript
🔗 原始来源
🐙 GitHub 仓库  https://github.com/affaan-m/ECC 🌐 官方网站  https://ecc.tools

收录时间：2026-05-19 · 更新时间：2026-05-19 · License：MIT · AI Skill Hub 不对第三方内容的准确性作法律背书。

📺 订阅 AI Skill Hub Daily Telegram 频道
每天 8 条精选 AI Skill、MCP、Agent 与自动化工具推送
加入频道 →