---
title: "AI Integration Overview"
language: "en"
url: "https://docs.testany.io/en/docs/ai-integration-overview/"
markdown_url: "https://docs.testany.io/en/docs/ai-integration-overview.md"
translation: "https://docs.testany.io/zh/docs/ai-integration-overview.md"
last_updated: "2026-02-03T19:25:46+08:00"
---

# AI Integration Overview

## Overview

Testany provides AI integration capabilities that allow you to manage tests, pipelines, and executions through AI assistants like **Claude Code**, **GitHub Copilot**, **VS Code Copilot**, and other MCP-compatible tools.

### Architecture

![AI Integration Architecture](https://docs.testany.io/docs/images/en/ai-integration-architecture.svg)

### Components

| Component | Purpose | Description |
|-----------|---------|-------------|
| **Testany MCP** | API Tools | Provides 59 atomic operations for test management via Model Context Protocol |
| **Testany Skills** | Domain Knowledge | Guides AI assistants on how to use MCP tools effectively |

### Skill Plugin

Testany provides **testany-bot**, a universal skill plugin that works across all platforms:

| Plugin | Architecture | Compatibility |
|--------|--------------|---------------|
| **testany-bot** | Self-contained Skills | All platforms (Claude Code, GitHub Copilot, VS Code Copilot, Cursor, etc.) |

#### testany-bot

- Uses standard `name` and `description` frontmatter
- Works with any AI assistant that supports [Agent Skills specification](https://agentskills.io)
- Simple, self-contained architecture
- Recommended for all users, including Claude Code users

### Supported AI Assistants

| Assistant | MCP | testany-bot |
|-----------|-----|-------------|
| Claude Code | ✅ | ✅ |
| GitHub Copilot | ✅ | ✅ |
| VS Code Copilot | ✅ | ✅ |
| Cursor | ✅ | ✅ |

### Available Skills

Both plugins provide the same 6 skills:

| Skill | Description | Example |
|-------|-------------|---------|
| `/case` | Test case management | Create, edit, configure test cases |
| `/pipeline` | Pipeline orchestration | Build pipelines, configure relay |
| `/tests` | Test execution | Execute pipelines, monitor results |
| `/debug` | Failure analysis | Analyze failures, view logs |
| `/orchestrator` | Test orchestration | Gatekeepers, scheduled plans, CI/CD |
| `/workspace` | Workspace management | Team and permission management |

### What You Can Do

With AI integration, you can use natural language to:

- **Create and configure test cases** - "Create an API test for the login endpoint"
- **Build test pipelines** - "Combine these 3 test cases into a regression pipeline"
- **Execute and monitor tests** - "Run the smoke test pipeline and show me the results"
- **Debug failures** - "Why did this execution fail? Show me the logs"
- **Set up CI/CD** - "Create a quality gate for production deployments"
- **Manage workspaces** - "Add the new team member to the QA workspace"

### Next Steps

- [Quick Start](https://docs.testany.io/en/docs/ai-integration-quick-start.md) - Get up and running in 5 minutes
- [Resources](https://docs.testany.io/en/docs/ai-integration-resources.md) - GitHub repos, documentation, and support

## Glossary terms on this page

- [Test Case](https://docs.testany.io/en/docs/glossary.md#test-case)
- [Test Execution](https://docs.testany.io/en/docs/glossary.md#test-execution)
- [Gatekeeper](https://docs.testany.io/en/docs/glossary.md#gatekeeper)
- [Workspace](https://docs.testany.io/en/docs/glossary.md#workspace)
- [Test Pipeline](https://docs.testany.io/en/docs/glossary.md#test-pipeline)