> This is Payabli documentation. For a complete page index, fetch https://docs.payabli.com/llms.txt — append .md to any page URL for lightweight markdown. For section-level indexes, query parameters, and other AI-optimized access methods, see https://docs.payabli.com/ai-agents.md

# AI agent access

> Efficient ways for AI agents and LLMs to consume Payabli documentation

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 agents (Claude Code, Cursor, Copilot, and more):** Install the [Payabli Agent Skills](/developers/platform-developer-agent-skills) to guide your agent as it writes Payabli code. Add the [Payabli MCP server](/developers/platform-developer-mcp) so it can search the docs. They work best together — install both.
* **Context7:** Pull Payabli docs into any [Context7](https://context7.com/websites/payabli)-compatible AI tool for up-to-date, version-aware context. See [Context7](/ai-agents#context7).
* **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](/ai-agents#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.

## Agent Skills

[Payabli Agent Skills](/developers/platform-developer-agent-skills) ship Payabli-specific procedural knowledge into your coding agent, so it follows the right order of operations when writing Payabli code. The MCP server answers questions; skills sequence the work. Use them together.

## Context7

[Context7](https://context7.com/websites/payabli) indexes the full `docs.payabli.com` site and serves it to AI coding assistants as up-to-date, version-aware context. Use it when you want your assistant to reference current Payabli documentation without you pasting URLs or markdown into the conversation.

Point any Context7-compatible tool at the Payabli library:

```txt
 https://context7.com/websites/payabli
```

Most Context7 clients accept the library ID `websites/payabli` directly. See the [Context7 MCP setup guide](https://github.com/upstash/context7) for client-specific instructions.

## 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 (\~1.9 MB) for use with AI coding tools, API clients, or code generators.

Download OpenAPI spec