*** title: AI agent access subtitle: Efficient ways for AI agents and LLMs to consume Payabli documentation description: >- Access Payabli documentation in lightweight markdown formats optimized for AI agents, LLMs, and automation tools. Find section-level llms.txt endpoints and per-page markdown URLs slug: ai-agents icon: robot layout: guide max-toc-depth: 3 ---------------- Use these endpoints and tools to give AI coding assistants and LLMs access to Payabli documentation at lower token cost than fetching full web pages. ## Quick start * **AI coding assistants (Claude Code, Cursor, Windsurf):** Use the [Payabli MCP server](/developers/platform-developer-mcp) for the richest experience. It lets your assistant search and retrieve documentation directly. * **Chat interfaces (ChatGPT, Claude.ai):** Append `.md` to any docs page URL and paste it into your conversation. You get clean markdown instead of a full web page. * **Project rules and custom instructions:** Add a section-level `llms.txt` URL to your AI tool's rules file to give it an index of relevant Payabli pages. * **API-aware coding:** Download the [OpenAPI spec](#openapi-specification) and add it to your AI tool's context so it understands the full API surface when writing integration code. ## MCP server The [Payabli MCP server](/developers/platform-developer-mcp) gives AI agents and coding assistants direct access to Payabli documentation and SDK references through the Model Context Protocol. Use it to integrate Payabli knowledge into tools like Claude, Cursor, and other MCP-compatible clients. ## Per-page markdown Append `.md` to any page URL to get a lightweight markdown version. This returns clean markdown without HTML, navigation, or scripts, and uses fewer tokens than fetching the full page. For example, to get the markdown version of the [Pay In overview](/guides/pay-in-overview) page, use: ```txt https://docs.payabli.com/guides/pay-in-overview.md ``` ## Site-wide endpoints These endpoints follow the [llms.txt standard](https://llmstxt.org/) and offer documentation content in markdown format. | Endpoint | Description | Size | | ---------------------------------------------------------- | ------------------------------------------------------------------------------------- | -------- | | [`/llms.txt`](https://docs.payabli.com/llms.txt) | Page index with one-line descriptions for the full site | \~112 KB | | [`/llms-full.txt`](https://docs.payabli.com/llms-full.txt) | Full content of all pages. This file is large: prefer section-level endpoints instead | \~7.5 MB | ## Section-level endpoints Use these for more targeted access. The `llms.txt` variant provides a page index with descriptions. The `llms-full.txt` variant provides full page content. ### Guides Step-by-step integration guides, conceptual explanations, and platform documentation for Pay In, Pay Out, and Pay Ops. | Endpoint | Description | Size | | ------------------------------------------------------------------------ | -------------------------- | ------- | | [`/guides/llms.txt`](https://docs.payabli.com/guides/llms.txt) | Page index for all guides | \~33 KB | | [`/guides/llms-full.txt`](https://docs.payabli.com/guides/llms-full.txt) | Full content of all guides | \~2 MB | ### Developer tools API references, SDK documentation, embedded component references, and developer-focused tooling. | Endpoint | Description | Size | | ------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------------------ | -------- | | [`/developers/llms.txt`](https://docs.payabli.com/developers/llms.txt) | Page index for developer tools | \~64 KB | | [`/developers/llms-full.txt`](https://docs.payabli.com/developers/llms-full.txt) | Full content of developer tools. This file includes the full API specification | \~5.3 MB | | [`/developers/llms-full.txt?excludeSpec=true`](https://docs.payabli.com/developers/llms-full.txt?excludeSpec=true) | Full content of developer tools, without the API specification | \~2.2 MB | | [`/developers/api-reference/llms.txt`](https://docs.payabli.com/developers/api-reference/llms.txt) | Page index for the API reference only | \~40 KB | #### Query parameters The developer tools endpoints support query parameters to reduce response size. SDK code examples are part of the API specification, so `excludeSpec` removes them. Use `lang` instead if you want the spec but only need examples in one language. | Parameter | Description | Example | | ------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------- | | `excludeSpec` | Exclude the OpenAPI specification and SDK code examples | `/developers/llms-full.txt?excludeSpec=true` | | `lang` | Keep the spec but filter SDK code examples to one language. Accepts: `node` (or `typescript`, `js`, `ts`), `python` (or `py`), `csharp`, `go` (or `golang`) | `/developers/llms-full.txt?lang=python` | ### Changelogs Release notes and change history for the API, embedded components, and SDKs. | Endpoint | Description | Size | | ------------------------------------------------------------------------------ | -------------------------- | -------- | | [`/changelog/llms.txt`](https://docs.payabli.com/changelog/llms.txt) | Page index for changelogs | \~12 KB | | [`/changelog/llms-full.txt`](https://docs.payabli.com/changelog/llms-full.txt) | Full content of changelogs | \~130 KB | ### Cookbooks Short, focused API recipes for common tasks. | Endpoint | Description | Size | | ------------------------------------------------------------------------------ | ------------------------- | ------- | | [`/cookbooks/llms.txt`](https://docs.payabli.com/cookbooks/llms.txt) | Page index for cookbooks | \~1 KB | | [`/cookbooks/llms-full.txt`](https://docs.payabli.com/cookbooks/llms-full.txt) | Full content of cookbooks | \~27 KB | ## OpenAPI specification Download the full Payabli OpenAPI specification (\~1.3 MB) for use with AI coding tools, API clients, or code generators.