
================================================================================
Query ID: wf-01
Query: Claude Code configuration options
================================================================================

[1] Similarity: 0.610 | Chunk 16
    Source: Agent SDK reference - Python - Claude Docs (Doc ID: 216)
    Content: ### 
[​](https://docs.claude.com/en/api/agent-sdk/python#claudeagentoptions)
`ClaudeAgentOptions`
Configuration dataclass for Claude Code queries.
Copy
```
@dataclass
class ClaudeAgentOptions:
    all...

[2] Similarity: 0.574 | Chunk 1
    Source: Connect Claude Code to tools via MCP - Claude Docs (Doc ID: 235)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[3] Similarity: 0.574 | Chunk 1
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[4] Similarity: 0.574 | Chunk 1
    Source: Troubleshooting - Claude Docs (Doc ID: 226)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[5] Similarity: 0.574 | Chunk 1
    Source: CLI reference - Claude Docs (Doc ID: 220)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[6] Similarity: 0.574 | Chunk 1
    Source: Claude Code on Google Vertex AI - Claude Docs (Doc ID: 228)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[7] Similarity: 0.574 | Chunk 1
    Source: Claude Code on Amazon Bedrock - Claude Docs (Doc ID: 223)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[8] Similarity: 0.574 | Chunk 1
    Source: Claude Code overview - Claude Docs (Doc ID: 227)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[9] Similarity: 0.574 | Chunk 1
    Source: Common workflows - Claude Docs (Doc ID: 236)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[10] Similarity: 0.573 | Chunk 0
    Source: Claude Code on Amazon Bedrock - Claude Docs (Doc ID: 223)
    Content: [Claude Docs home page![light logo](https://mintcdn.com/anthropic-claude-docs/DcI2Ybid7ZEnFaf0/logo/light.svg?fit=max&auto=format&n=DcI2Ybid7ZEnFaf0&q=85&s=c877c45432515ee69194cb19e9f983a2)![dark logo...


================================================================================
Query ID: wf-03
Query: GitHub Actions integration guide
================================================================================

[1] Similarity: 0.519 | Chunk 19
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: #### 
[​](https://docs.claude.com/en/docs/claude-code/github-actions#for-aws-bedrock)
For AWS Bedrock
  1. **For AWS Authentication** :
     * `AWS_ROLE_TO_ASSUME`
  2. **For GitHub App (if using your...

[2] Similarity: 0.517 | Chunk 2
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: On this page
  * [Why use Claude Code GitHub Actions?](https://docs.claude.com/en/docs/claude-code/github-actions#why-use-claude-code-github-actions%3F)
  * [What can Claude do?](https://docs.claude.c...

[3] Similarity: 0.507 | Chunk 5
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/github-actions#why-use-claude-code-github-actions%3F)
Why use Claude Code GitHub Actions?
  * **Instant PR creation** : Describe what you need, and ...

[4] Similarity: 0.506 | Chunk 6
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/github-actions#manual-setup)
Manual setup
If the `/install-github-app` command fails or you prefer manual setup, please follow these manual setup in...

[5] Similarity: 0.498 | Chunk 9
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/github-actions#example-use-cases)
Example use cases
Claude Code GitHub Actions can help you with a variety of tasks. The [examples directory](https:...

[6] Similarity: 0.496 | Chunk 16
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: 2
Configure cloud provider authentication
Choose your cloud provider and set up secure authentication:
AWS Bedrock
**Configure AWS to allow GitHub Actions to authenticate securely without storing cred...

[7] Similarity: 0.494 | Chunk 13
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/github-actions#using-with-aws-bedrock-%26-google-vertex-ai)
Using with AWS Bedrock & Google Vertex AI
For enterprise environments, you can use Claud...

[8] Similarity: 0.488 | Chunk 22
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/github-actions#advanced-configuration)
Advanced configuration
### 
[​](https://docs.claude.com/en/docs/claude-code/github-actions#action-parameters)...

[9] Similarity: 0.482 | Chunk 10
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/github-actions#best-practices)
Best practices
### 
[​](https://docs.claude.com/en/docs/claude-code/github-actions#claude-md-configuration)
CLAUDE.md...

[10] Similarity: 0.474 | Chunk 3
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: * [Using with AWS Bedrock & Google Vertex AI](https://docs.claude.com/en/docs/claude-code/github-actions#using-with-aws-bedrock-%26-google-vertex-ai)
  * [Prerequisites](https://docs.claude.com/en/doc...


================================================================================
Query ID: tech-03
Query: implementing custom hooks for git operations
================================================================================

[1] Similarity: 0.400 | Chunk 9
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/github-actions#example-use-cases)
Example use cases
Claude Code GitHub Actions can help you with a variety of tasks. The [examples directory](https:...

[2] Similarity: 0.386 | Chunk 27
    Source: Agent SDK reference - Python - Claude Docs (Doc ID: 216)
    Content: ### 
[​](https://docs.claude.com/en/api/agent-sdk/python#hook-usage-example)
Hook Usage Example
Copy
```
from claude_agent_sdk import query, ClaudeAgentOptions, HookMatcher, HookContext
from typing im...

[3] Similarity: 0.380 | Chunk 19
    Source: Agent SDK reference - TypeScript - Claude Docs (Doc ID: 215)
    Content: ## 
[​](https://docs.claude.com/en/api/agent-sdk/typescript#hook-types)
Hook Types
### 
[​](https://docs.claude.com/en/api/agent-sdk/typescript#hookevent)
`HookEvent`
Available hook events.
Copy
```
t...

[4] Similarity: 0.377 | Chunk 6
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/github-actions#manual-setup)
Manual setup
If the `/install-github-app` command fails or you prefer manual setup, please follow these manual setup in...

[5] Similarity: 0.376 | Chunk 10
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/github-actions#best-practices)
Best practices
### 
[​](https://docs.claude.com/en/docs/claude-code/github-actions#claude-md-configuration)
CLAUDE.md...

[6] Similarity: 0.375 | Chunk 20
    Source: Agent SDK reference - TypeScript - Claude Docs (Doc ID: 215)
    Content: ### 
[​](https://docs.claude.com/en/api/agent-sdk/typescript#basehookinput)
`BaseHookInput`
Base interface that all hook input types extend.
Copy
```
type BaseHookInput = {
  session_id: string;
  tra...

[7] Similarity: 0.368 | Chunk 22
    Source: Agent SDK reference - TypeScript - Claude Docs (Doc ID: 215)
    Content: ### 
[​](https://docs.claude.com/en/api/agent-sdk/typescript#hookjsonoutput)
`HookJSONOutput`
Hook return value.
Copy
```
type HookJSONOutput = AsyncHookJSONOutput | SyncHookJSONOutput;

```

#### 
[​...

[8] Similarity: 0.367 | Chunk 21
    Source: Agent SDK reference - TypeScript - Claude Docs (Doc ID: 215)
    Content: #### 
[​](https://docs.claude.com/en/api/agent-sdk/typescript#subagentstophookinput)
`SubagentStopHookInput`
Copy
```
type SubagentStopHookInput = BaseHookInput & {
  hook_event_name: 'SubagentStop';
...

[9] Similarity: 0.358 | Chunk 16
    Source: Common workflows - Claude Docs (Doc ID: 236)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/common-workflows#create-custom-slash-commands)
Create custom slash commands
Claude Code supports custom slash commands that you can create to quickl...

[10] Similarity: 0.357 | Chunk 23
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: ### 
[​](https://docs.claude.com/en/docs/claude-code/github-actions#customizing-claude%E2%80%99s-behavior)
Customizing Claude’s behavior
You can configure Claude’s behavior in two ways:
  1. **CLAUDE....


================================================================================
Query ID: abbr-01
Query: MCP server setup
================================================================================

[1] Similarity: 0.633 | Chunk 6
    Source: Connect Claude Code to tools via MCP - Claude Docs (Doc ID: 235)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/mcp#popular-mcp-servers)
Popular MCP servers
Here are some commonly used MCP servers you can connect to Claude Code:
Use third party MCP servers at ...

[2] Similarity: 0.610 | Chunk 2
    Source: Connect Claude Code to tools via MCP - Claude Docs (Doc ID: 235)
    Content: On this page
  * [What you can do with MCP](https://docs.claude.com/en/docs/claude-code/mcp#what-you-can-do-with-mcp)
  * [Popular MCP servers](https://docs.claude.com/en/docs/claude-code/mcp#popular-...

[3] Similarity: 0.607 | Chunk 3
    Source: Connect Claude Code to tools via MCP - Claude Docs (Doc ID: 235)
    Content: * [Authenticate with remote MCP servers](https://docs.claude.com/en/docs/claude-code/mcp#authenticate-with-remote-mcp-servers)
  * [Add MCP servers from JSON configuration](https://docs.claude.com/en/...

[4] Similarity: 0.602 | Chunk 12
    Source: Connect Claude Code to tools via MCP - Claude Docs (Doc ID: 235)
    Content: ### 
[​](https://docs.claude.com/en/docs/claude-code/mcp#plugin-provided-mcp-servers)
Plugin-provided MCP servers
[Plugins](https://docs.claude.com/en/docs/claude-code/plugins) can bundle MCP servers,...

[5] Similarity: 0.592 | Chunk 9
    Source: Connect Claude Code to tools via MCP - Claude Docs (Doc ID: 235)
    Content: ### Infrastructure & DevOps
[**Cloudflare**](https://developers.cloudflare.com/agents/model-context-protocol/mcp-servers-for-cloudflare/)
Build applications, analyze traffic, monitor performance, and ...

[6] Similarity: 0.573 | Chunk 11
    Source: Connect Claude Code to tools via MCP - Claude Docs (Doc ID: 235)
    Content: ### 
[​](https://docs.claude.com/en/docs/claude-code/mcp#managing-your-servers)
Managing your servers
Once configured, you can manage your MCP servers with these commands:
Copy
```
# List all configur...

[7] Similarity: 0.570 | Chunk 20
    Source: Connect Claude Code to tools via MCP - Claude Docs (Doc ID: 235)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/mcp#enterprise-mcp-configuration)
Enterprise MCP configuration
For organizations that need centralized control over MCP servers, Claude Code support...

[8] Similarity: 0.553 | Chunk 13
    Source: Connect Claude Code to tools via MCP - Claude Docs (Doc ID: 235)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/mcp#mcp-installation-scopes)
MCP installation scopes
MCP servers can be configured at three different scope levels, each serving distinct purposes f...

[9] Similarity: 0.542 | Chunk 5
    Source: Connect Claude Code to tools via MCP - Claude Docs (Doc ID: 235)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/mcp#what-you-can-do-with-mcp)
What you can do with MCP
With MCP servers connected, you can ask Claude Code to:
  * **Implement features from issue t...

[10] Similarity: 0.520 | Chunk 16
    Source: Connect Claude Code to tools via MCP - Claude Docs (Doc ID: 235)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/mcp#practical-examples)
Practical examples
### 
[​](https://docs.claude.com/en/docs/claude-code/mcp#example%3A-monitor-errors-with-sentry)
Example: ...


================================================================================
Query ID: abbr-02
Query: SDK migration
================================================================================

[1] Similarity: 0.479 | Chunk 3
    Source: Migrate to Claude Agent SDK - Claude Docs (Doc ID: 222)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide#migration-steps)
Migration Steps
### 
[​](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide#for-typescript%2Fjavas...

[2] Similarity: 0.392 | Chunk 6
    Source: Migrate to Claude Agent SDK - Claude Docs (Doc ID: 222)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide#why-the-rename%3F)
Why the Rename?
The Claude Code SDK was originally designed for coding tasks, but it has evolved into a power...

[3] Similarity: 0.389 | Chunk 4
    Source: Migrate to Claude Agent SDK - Claude Docs (Doc ID: 222)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide#breaking-changes)
Breaking changes
To improve isolation and explicit configuration, Claude Agent SDK v0.1.0 introduces breaking ...

[4] Similarity: 0.386 | Chunk 5
    Source: Migrate to Claude Agent SDK - Claude Docs (Doc ID: 222)
    Content: ### 
[​](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide#settings-sources-no-longer-loaded-by-default)
Settings Sources No Longer Loaded by Default
**What changed:** The SDK no longer ...

[5] Similarity: 0.384 | Chunk 44
    Source: Agent SDK reference - Python - Claude Docs (Doc ID: 216)
    Content: ```...

[6] Similarity: 0.384 | Chunk 39
    Source: Agent SDK reference - Python - Claude Docs (Doc ID: 216)
    Content: ```...

[7] Similarity: 0.384 | Chunk 36
    Source: Agent SDK reference - Python - Claude Docs (Doc ID: 216)
    Content: ```...

[8] Similarity: 0.378 | Chunk 2
    Source: Migrate to Claude Agent SDK - Claude Docs (Doc ID: 222)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide#overview)
Overview
The Claude Code SDK has been renamed to the **Claude Agent SDK** and its documentation has been reorganized. ...

[9] Similarity: 0.372 | Chunk 1
    Source: CLI reference - Claude Docs (Doc ID: 220)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[10] Similarity: 0.372 | Chunk 1
    Source: Claude Code on Amazon Bedrock - Claude Docs (Doc ID: 223)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...


================================================================================
Query ID: poor-01
Query: how make agent work
================================================================================

[1] Similarity: 0.491 | Chunk 6
    Source: Common workflows - Claude Docs (Doc ID: 236)
    Content: ## 
[​](https://docs.claude.com/en/docs/claude-code/common-workflows#refactor-code)
Refactor code
Suppose you need to update old code to use modern patterns and practices.
1
Identify legacy code for r...

[2] Similarity: 0.456 | Chunk 10
    Source: Agent SDK reference - Python - Claude Docs (Doc ID: 216)
    Content: ## 
[​](https://docs.claude.com/en/api/agent-sdk/python#classes)
Classes...

[3] Similarity: 0.454 | Chunk 6
    Source: CLI reference - Claude Docs (Doc ID: 220)
    Content: ### 
[​](https://docs.claude.com/en/docs/claude-code/cli-reference#agents-flag-format)
Agents flag format
The `--agents` flag accepts a JSON object that defines one or more custom subagents. Each suba...

[4] Similarity: 0.434 | Chunk 2
    Source: Agent SDK overview - Claude Docs (Doc ID: 200)
    Content: ## 
[​](https://docs.claude.com/en/api/agent-sdk/overview#installation)
Installation
TypeScript
Python
Copy
```
npm install @anthropic-ai/claude-agent-sdk

```

## 
[​](https://docs.claude.com/en/api/...

[5] Similarity: 0.434 | Chunk 2
    Source: Agent SDK overview - Claude Docs (Doc ID: 196)
    Content: ## 
[​](https://docs.claude.com/en/api/agent-sdk/overview#installation)
Installation
TypeScript
Python
Copy
```
npm install @anthropic-ai/claude-agent-sdk

```

## 
[​](https://docs.claude.com/en/api/...

[6] Similarity: 0.422 | Chunk 4
    Source: Agent SDK overview - Claude Docs (Doc ID: 196)
    Content: ### 
[​](https://docs.claude.com/en/api/agent-sdk/overview#system-prompts)
System Prompts
System prompts define your agent’s role, expertise, and behavior. This is where you specify what kind of agent...

[7] Similarity: 0.422 | Chunk 4
    Source: Agent SDK overview - Claude Docs (Doc ID: 200)
    Content: ### 
[​](https://docs.claude.com/en/api/agent-sdk/overview#system-prompts)
System Prompts
System prompts define your agent’s role, expertise, and behavior. This is where you specify what kind of agent...

[8] Similarity: 0.407 | Chunk 7
    Source: Agent SDK reference - TypeScript - Claude Docs (Doc ID: 215)
    Content: ## 
[​](https://docs.claude.com/en/api/agent-sdk/typescript#installation)
Installation
Copy
```
npm install @anthropic-ai/claude-agent-sdk

```...

[9] Similarity: 0.388 | Chunk 10
    Source: Agent SDK reference - TypeScript - Claude Docs (Doc ID: 215)
    Content: ## 
[​](https://docs.claude.com/en/api/agent-sdk/typescript#types)
Types...

[10] Similarity: 0.384 | Chunk 4
    Source: Streaming Input - Claude Docs (Doc ID: 204)
    Content: ## Tool Integration
Full access to all tools and custom MCP servers during the session
## Hooks Support
Use lifecycle hooks to customize behavior at various points
## Real-time Feedback
See responses ...


================================================================================
Query ID: tech-02
Query: differences between Claude Code and Claude Agent SDK
================================================================================

[1] Similarity: 0.684 | Chunk 1
    Source: Connect Claude Code to tools via MCP - Claude Docs (Doc ID: 235)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[2] Similarity: 0.683 | Chunk 1
    Source: Common workflows - Claude Docs (Doc ID: 236)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[3] Similarity: 0.683 | Chunk 1
    Source: Claude Code on Google Vertex AI - Claude Docs (Doc ID: 228)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[4] Similarity: 0.683 | Chunk 1
    Source: Claude Code on Amazon Bedrock - Claude Docs (Doc ID: 223)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[5] Similarity: 0.683 | Chunk 1
    Source: Claude Code overview - Claude Docs (Doc ID: 227)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[6] Similarity: 0.683 | Chunk 1
    Source: Troubleshooting - Claude Docs (Doc ID: 226)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[7] Similarity: 0.683 | Chunk 1
    Source: Claude Code GitHub Actions - Claude Docs (Doc ID: 231)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[8] Similarity: 0.683 | Chunk 1
    Source: CLI reference - Claude Docs (Doc ID: 220)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[9] Similarity: 0.664 | Chunk 2
    Source: Agent SDK overview - Claude Docs (Doc ID: 196)
    Content: ## 
[​](https://docs.claude.com/en/api/agent-sdk/overview#installation)
Installation
TypeScript
Python
Copy
```
npm install @anthropic-ai/claude-agent-sdk

```

## 
[​](https://docs.claude.com/en/api/...

[10] Similarity: 0.664 | Chunk 2
    Source: Agent SDK overview - Claude Docs (Doc ID: 200)
    Content: ## 
[​](https://docs.claude.com/en/api/agent-sdk/overview#installation)
Installation
TypeScript
Python
Copy
```
npm install @anthropic-ai/claude-agent-sdk

```

## 
[​](https://docs.claude.com/en/api/...


================================================================================
Query ID: custom-01
Query: how to implement features using Claude Agent SDK
================================================================================

[1] Similarity: 0.671 | Chunk 33
    Source: Agent SDK reference - Python - Claude Docs (Doc ID: 216)
    Content: ## 
[​](https://docs.claude.com/en/api/agent-sdk/python#advanced-features-with-claudesdkclient)
Advanced Features with ClaudeSDKClient...

[2] Similarity: 0.656 | Chunk 3
    Source: Agent SDK overview - Claude Docs (Doc ID: 196)
    Content: ## 
[​](https://docs.claude.com/en/api/agent-sdk/overview#core-concepts)
Core Concepts
### 
[​](https://docs.claude.com/en/api/agent-sdk/overview#authentication)
Authentication
For basic authenticatio...

[3] Similarity: 0.656 | Chunk 3
    Source: Agent SDK overview - Claude Docs (Doc ID: 200)
    Content: ## 
[​](https://docs.claude.com/en/api/agent-sdk/overview#core-concepts)
Core Concepts
### 
[​](https://docs.claude.com/en/api/agent-sdk/overview#authentication)
Authentication
For basic authenticatio...

[4] Similarity: 0.641 | Chunk 2
    Source: Agent SDK overview - Claude Docs (Doc ID: 196)
    Content: ## 
[​](https://docs.claude.com/en/api/agent-sdk/overview#installation)
Installation
TypeScript
Python
Copy
```
npm install @anthropic-ai/claude-agent-sdk

```

## 
[​](https://docs.claude.com/en/api/...

[5] Similarity: 0.641 | Chunk 2
    Source: Agent SDK overview - Claude Docs (Doc ID: 200)
    Content: ## 
[​](https://docs.claude.com/en/api/agent-sdk/overview#installation)
Installation
TypeScript
Python
Copy
```
npm install @anthropic-ai/claude-agent-sdk

```

## 
[​](https://docs.claude.com/en/api/...

[6] Similarity: 0.614 | Chunk 1
    Source: Connect Claude Code to tools via MCP - Claude Docs (Doc ID: 235)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[7] Similarity: 0.613 | Chunk 1
    Source: Claude Code on Amazon Bedrock - Claude Docs (Doc ID: 223)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[8] Similarity: 0.613 | Chunk 1
    Source: Claude Code overview - Claude Docs (Doc ID: 227)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[9] Similarity: 0.613 | Chunk 1
    Source: CLI reference - Claude Docs (Doc ID: 220)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...

[10] Similarity: 0.613 | Chunk 1
    Source: Troubleshooting - Claude Docs (Doc ID: 226)
    Content: ##### Claude Code SDK
  * [Migrate to Claude Agent SDK](https://docs.claude.com/en/docs/claude-code/sdk/migration-guide)


##### Deployment
  * [Overview](https://docs.claude.com/en/docs/claude-code/t...



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