Core capabilities

These features enhance Claude’s fundamental abilities for processing, analyzing, and generating content across various formats and use cases.

FeatureDescriptionAvailability
Batch processingProcess large volumes of requests asynchronously for cost savings. Send batches with a large number of queries per batch. Batch API calls costs 50% less than standard API calls.Anthropic API

Amazon Bedrock

Google Cloud’s Vertex AI
CitationsGround Claude’s responses in source documents. With Citations, Claude can provide detailed references to the exact sentences and passages it uses to generate responses, leading to more verifiable, trustworthy outputs.Anthropic API

Google Cloud’s Vertex AI
Extended thinkingEnhanced reasoning capabilities for complex tasks, providing transparency into Claude’s step-by-step thought process before delivering its final answer.Anthropic API

Amazon Bedrock

Google Cloud’s Vertex AI
Files APIUpload and manage files to use with Claude without re-uploading content with each request. Supports PDFs, images, and text files.Anthropic API (Beta)
PDF supportProcess and analyze text and visual content from PDF documents.Anthropic API

Google Cloud’s Vertex AI
Prompt cachingProvide Claude with more background knowledge and example outputs to reduce costs and latency.Anthropic API

Amazon Bedrock

Google Cloud’s Vertex AI
Token countingToken counting enables you to determine the number of tokens in a message before sending it to Claude, helping you make informed decisions about your prompts and usage.Anthropic API

Google Cloud’s Vertex AI
Tool useEnable Claude to interact with external tools and APIs to perform a wider variety of tasks. For a list of supported tools, see the Tools table.Anthropic API

Amazon Bedrock

Google Cloud’s Vertex AI

Tools

These features enable Claude to interact with external systems, execute code, and perform automated tasks through various tool interfaces.

FeatureDescriptionAvailability
BashExecute bash commands and scripts to interact with the system shell and perform command-line operations.Anthropic API

Amazon Bedrock

Google Cloud’s Vertex AI
Code executionRun Python code in a sandboxed environment for advanced data analysis.Anthropic API (Beta)
Computer useControl computer interfaces by taking screenshots and issuing mouse and keyboard commands.Anthropic API (Beta)

Amazon Bedrock (Beta)

Google Cloud’s Vertex AI (Beta)
MCP connectorConnect to remote MCP servers directly from the Messages API without a separate MCP client.Anthropic API (Beta)
Text editorCreate and edit text files with a built-in text editor interface for file manipulation tasks.Anthropic API

Amazon Bedrock

Google Cloud’s Vertex AI
Web searchAugment Claude’s comprehensive knowledge with current, real-world data from across the web.Anthropic API