Building with AI

You can use AI to assist in the building of your Fintoc integration. This page lists the tools Fintoc exposes for AI-assisted integration: the in-product Ask AI dropdown, plain-text and llms.txt access to the docs, the Fintoc CLI, and two MCP servers.

Ask AI dropdown

Ask Fintoc's documentation a question with the Ask AI dropdown on any guide page. Open the AI menu on any guide page to ask questions about the API, request code samples, or copy the page in plain text.

Plain text docs

You can also use the dropdown to easily copy any documentation page in markdown format, making it simple to paste into other AI tools, IDEs, or documents while preserving formatting.

This helps AI tools and agents consume our content and allows you to copy and paste the entire contents of a doc into an LLM. This format is preferable to scraping or copying from our HTML and JavaScript-rendered pages because:

• Plain text strips HTML and JavaScript wrappers, so the page fits in the model's context window without rendering overhead.
• Content that isn’t rendered in the default view (for example, it’s hidden in a tab) of a given page is rendered in the plain text version.
• LLMs can parse and understand markdown hierarchy.

llms.txt

Fintoc also hosts an /llms.txt file which tells AI agents how to retrieve the plain text versions of our pages. The /llms.txt file is an emerging standard for making websites and content more accessible to LLMs.

Command Line Interface (CLI)

AI agents such as Claude Code, Cursor, and Codex can drive the Fintoc CLI directly. You can use the Fintoc CLI to make API requests and listen to webhooks from the command line.

Model Context Protocol (MCP)

The Fintoc Model Context Protocol (MCP) servers provide a set of tools that AI agents can use to interact with the Fintoc API and search our knowledge base (including documentation).