350 pages for documentation.

additional-resources Claude Developer Platform · in the page about-claude/additional-resources …about-claude/additional-resources description: Learning resources and documentation formats optimized for AI ingestion. --- ## Learning resources <CardGroup cols={3}> <Card title="Quickstarts" ico… glossary Claude Developer Platform · in the page about-claude/glossary …and access external resources in a standardized manner. See the [MCP documentation](https://modelcontextprotocol.io/) to learn more. ## MCP connector The MCP connector is a feature that allows API… model-deprecations Claude Developer Platform · in the page about-claude/model-deprecations …rking. Impacted customers will always be notified by email and in the documentation. This page lists all API deprecations, along with recommended replacements. ## Overview Anthropic uses the follow… Or, for the model with the same capabilities and no access approval requirement: Claude Developer Platform · in the page about-claude/models/migration-guide …atform.claude.com/docs/en/agents-and-tools/tool-use/text-editor-tool) documentation for details. * **Code execution:** Upgrade to `code_execution_20260521`. See [Code execution tool](https://platfo… optimizing-for-cost-and-intelligence Claude Developer Platform · in the page about-claude/models/optimizing-for-cost-and-intelligence …l calls from code so only the filtered result enters the context; its documentation reports 24% fewer input tokens on agentic search benchmarks, with a higher score. * [Manage tool context](https://… pricing Claude Developer Platform · in the page about-claude/pricing …r typical content: * Average webpage (10 kB): \~2,500 tokens * Large documentation page (100 kB): \~25,000 tokens * Research paper PDF (500 kB): \~125,000 tokens #### Computer use tool Computer use… commerce-agents Claude Developer Platform · in the page about-claude/use-case-guides/commerce-agents …n against your own systems. The code, setup instructions, and safety documentation are in the [Claude for commerce repository on GitHub](https://github.com/anthropics/commerce-agents). For how the ag… ticket-routing Claude Developer Platform · in the page about-claude/use-case-guides/ticket-routing …ory compliance questions * Terms of service inquiries * Legal documentation requests </Accordion> <Accordion title="Emergency support"> * Critical system failures * Urgent securit… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/best-practices …zing-spreadsheets` * `managing-databases` * `testing-code` * `writing-documentation` **Acceptable alternatives:** * Noun phrases: `pdf-processing`, `spreadsheet-analysis` * Action-oriented: `process… claude-api-skill Claude Developer Platform · in the page agents-and-tools/agent-skills/claude-api-skill …kill that provides Claude with up-to-date API reference material, SDK documentation, and best practices for building applications with the Claude API and Claude Managed Agents. --- The `claude-api` s… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/overview …ext **Resources:** Reference materials such as database schemas, API documentation, templates, or examples Claude accesses these files only when referenced. The filesystem model means each content t… quickstart Claude Developer Platform · in the page agents-and-tools/agent-skills/quickstart …e-execution-tool#retrieve-generated-files) in the code execution tool documentation. </Note> ## Try more examples Try these variations: ### Create a spreadsheet <CodeGroup> ```bash cURL curl -… concepts Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/concepts …://platform.claude.com/docs/en/agents-and-tools/mcp-tunnels/overview) documentation. Several components appear under different names in configuration files, container images, and prose; the following… overview Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/overview …and other servers might use `/` or a custom path (check the server's documentation). The proxy forwards the path untouched. <CodeGroup> ```bash cURL curl https://api.anthropic.com/v1/messages \… remote-mcp-servers Claude Developer Platform · in the page agents-and-tools/remote-mcp-servers …remote MCP servers To connect to a remote MCP server: 1. Review the documentation for the specific server you want to use. 2. Ensure you have the necessary authentication credentials. 3. Follow the… browser-use-tool Claude Developer Platform · in the page agents-and-tools/tool-use/browser-use-tool …"content": [ { "type": "text", "text": "I'll open the documentation and read the page to find the getting-started instructions." }, { "type": "tool_use", "id": "too… memory-tool Claude Developer Platform · in the page agents-and-tools/tool-use/memory-tool …todo.txt", "insert_line": 2, "insert_text": "- Review memory tool documentation\n" } ``` `insert_text` is inserted after line `insert_line`, and `0` inserts at the beginning of the file. #### Re… Process results programmatically Claude Developer Platform · in the page agents-and-tools/tool-use/programmatic-tool-calling …tring data that Claude can deserialize. * Provide clear output format documentation in your tool description. ### Debugging tips 1. **Log all tool calls and results** to track the flow. 2. **Check t… text-editor-tool Claude Developer Platform · in the page agents-and-tools/tool-use/text-editor-tool …e structure, readability, and performance through targeted edits. * **Documentation generation:** Ask Claude to add docstrings, comments, or README files to your code base. * **Test creation:** Have C… tool-combinations Claude Developer Platform · in the page agents-and-tools/tool-use/tool-combinations …` This pairing is useful when the answer lives in long-form content (documentation pages, articles, specifications) that a search snippet can't fully capture. Fetch pulls the complete page so Claude… Log at info level Claude Developer Platform · in the page agents-and-tools/tool-use/tool-runner …ult` block. ```java @JsonClassDescription("Look up reference documentation for a topic") static class SearchDocuments { @JsonPropertyDescription("The search query") public… web-fetch-tool Claude Developer Platform · in the page agents-and-tools/tool-use/web-fetch-tool …quality of the model responses, the API itself, or the quality of the documentation. </Note> For Zero Data Retention eligibility and the `allowed_callers` workaround, see [Server tools](https://platf… Beta Claude Developer Platform · in the page api/beta …ber is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema. - `close_tab: opti… beta-headers Claude Developer Platform · in the page api/beta-headers …BETA_FEATURE_NAME content-type: application/json ``` Each feature's documentation states the exact beta name to send. The [API overview](https://platform.claude.com/docs/en/api/overview) lists the A… Messages Claude Developer Platform · in the page api/beta/messages …ber is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema. - `close_tab: opti… Batches Claude Developer Platform · in the page api/beta/messages/batches …platform.claude.com/docs/en/api/messages?sdk_languages=http) for full documentation on available parameters. - `max_tokens: number` The maximum number of tokens to generate before stopping… Create a Message Batch Claude Developer Platform · in the page api/beta/messages/batches/create …platform.claude.com/docs/en/api/messages?sdk_languages=http) for full documentation on available parameters. - `max_tokens: number` The maximum number of tokens to generate before stopping… Retrieve Message Batch results Claude Developer Platform · in the page api/beta/messages/batches/results …ber is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema. - `close_tab:… Count tokens in a Message Claude Developer Platform · in the page api/beta/messages/count_tokens …ber is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema. - `close_tab: opti… Create a Message Claude Developer Platform · in the page api/beta/messages/create …ber is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema. - `close_tab: opti… routines-fire Claude Developer Platform · in the page api/claude-code/routines-fire …de.claude.com/docs/en/routines#add-an-api-trigger) in the Claude Code documentation for the full setup walkthrough. ## Trigger a routine ```http POST https://api.anthropic.com/v1/claude_code/routine… Messages Claude Developer Platform · in the page api/messages …tools/tool-use/server-tools?sdk_languages=http), see their individual documentation as each has its own behavior (e.g., the [web search tool](https://platform.claude.com/docs/en/agents-and-tools/tool-… Batches Claude Developer Platform · in the page api/messages/batches …platform.claude.com/docs/en/api/messages?sdk_languages=http) for full documentation on available parameters. - `max_tokens: number` The maximum number of tokens to generate before stopping… Create a Message Batch Claude Developer Platform · in the page api/messages/batches/create …platform.claude.com/docs/en/api/messages?sdk_languages=http) for full documentation on available parameters. - `max_tokens: number` The maximum number of tokens to generate before stopping… Count tokens in a Message Claude Developer Platform · in the page api/messages/count_tokens …tools/tool-use/server-tools?sdk_languages=http), see their individual documentation as each has its own behavior (e.g., the [web search tool](https://platform.claude.com/docs/en/agents-and-tools/tool-… Create a Message Claude Developer Platform · in the page api/messages/create …tools/tool-use/server-tools?sdk_languages=http), see their individual documentation as each has its own behavior (e.g., the [web search tool](https://platform.claude.com/docs/en/agents-and-tools/tool-… overview Claude Developer Platform · in the page api/overview …rated with the cloud provider's IAM system. See the platform-specific documentation for supported credential types, required headers, and authentication options. ### Getting API keys The API is made… Message Batches API Claude Developer Platform · in the page build-with-claude/batch-processing …put for long-form generation such as book-length drafts and technical documentation, exhaustive structured data extraction, large code-generation scaffolds, and long reasoning chains. A single 300k-t… citations Claude Developer Platform · in the page build-with-claude/citations …hropic.Anthropic() # Long document content (for example, technical documentation) long_document = ( "This is a very long document with thousands of words..." + " ... " * 1000 ) # Minimum… claude-in-amazon-bedrock Claude Developer Platform · in the page build-with-claude/claude-in-amazon-bedrock …rock assumes the service role on your behalf. See the [Amazon Bedrock documentation](https://docs.aws.amazon.com/bedrock/latest/userguide/bedrock-mantle.html) for how to associate the role with your r… claude-on-amazon-bedrock-legacy Claude Developer Platform · in the page build-with-claude/claude-on-amazon-bedrock-legacy …Note that Anthropic model availability varies by region. See the [AWS documentation on model availability by region](https://docs.aws.amazon.com/bedrock/latest/userguide/models-regions.html) for the l… claude-on-vertex-ai Claude Developer Platform · in the page build-with-claude/claude-on-vertex-ai …t retirement date of any model on Agent Platform, see [Google Cloud's documentation for Claude models on Agent Platform](https://docs.cloud.google.com/gemini-enterprise-agent-platform/models/partner-m… claude-platform-on-aws Claude Developer Platform · in the page build-with-claude/claude-platform-on-aws …pping) for the full event type classification and the [AWS CloudTrail documentation](https://docs.aws.amazon.com/awscloudtrail/latest/userguide/) for configuration details. ### Request IDs Each resp… This will automatically use the environment variable VOYAGE_API_KEY. Claude Developer Platform · in the page build-with-claude/embeddings …tps://www.mongodb.com/docs/voyageai/models/lifecycle/) in the MongoDB documentation. | Model | Context length | Embedding dimension | Description… pdf-support Claude Developer Platform · in the page build-with-claude/pdf-support …latform.claude.com/docs/en/api/messages/create"> See complete API documentation for PDF support. </Card> </CardGroup> Request 2 caches its request content (not the response) Claude Developer Platform · in the page build-with-claude/prompt-caching …an AWS-operated platform. On Bedrock, see the [Bedrock prompt caching documentation](https://docs.aws.amazon.com/bedrock/latest/userguide/prompt-caching.html) for the per-model minimums, failure behav… claude-prompting-best-practices Claude Developer Platform · in the page build-with-claude/prompt-engineering/claude-prompting-best-practices …e cleaned up. A simple feature doesn't need extra configurability. - Documentation: Don't add docstrings, comments, or type annotations to code you didn't change. Only add comments where the logic is… Delivering work Claude Developer Platform · in the page build-with-claude/prompt-engineering/prompting-claude-fable-5-1 …the request needs. Something else you notice worth doing — cleanup or documentation the task didn't call for, a change to a file the task didn't require — is a suggestion to make at the end, not a cha… prompting-claude-sonnet-5-5 Claude Developer Platform · in the page build-with-claude/prompt-engineering/prompting-claude-sonnet-5-5 …**Unrequested additions when coding.** The model tends to add tests, documentation, and small supporting files that fit your repository's conventions, even when you don't ask for them. It does this a… search-results Claude Developer Platform · in the page build-with-claude/search-results …t", "source": "https://docs.company.com/api-guide", "title": "API Documentation", "content": [ { "type": "text", "text": "Authentication: All API requests require an API key."…