> ## Documentation Index
> Fetch the complete documentation index at: https://gtmsdk.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Using these docs with AI tools

> Machine-readable endpoints for this site — llms.txt, Markdown page variants, and the MCP server — plus the contract an agent needs to drive the gtm CLI.

This site is built to be consumed by AI agents as well as people. Everything below is
served automatically from the hosted docs — nothing to install.

## Machine-readable endpoints

| Endpoint                                                           | What it returns                                                                                                                                                               |
| ------------------------------------------------------------------ | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [`/llms.txt`](https://elviskahoro.mintlify.app/llms.txt)           | An index of every page with its one-line description. Start here to pick pages worth fetching.                                                                                |
| [`/llms-full.txt`](https://elviskahoro.mintlify.app/llms-full.txt) | The entire site as one Markdown document (capped at 100k characters).                                                                                                         |
| Any page + `.md`                                                   | Append `.md` to any page URL for clean Markdown without site chrome — for example [`/quickstart.md`](https://elviskahoro.mintlify.app/quickstart.md).                         |
| `/mcp`                                                             | A hosted [MCP](https://modelcontextprotocol.io/) server exposing search and docs-query tools over this site. Point your MCP client at `https://elviskahoro.mintlify.app/mcp`. |

The contextual menu on every page (the button next to the page title) offers the same
things interactively: copy the page as Markdown, open it in ChatGPT, Claude, or
Perplexity, or connect the MCP server to Cursor and VS Code.

## Driving the `gtm` CLI from an agent

The four facts an agent needs before running commands:

1. **Success data is JSON on stdout; errors and logs go to stderr.** Parse stdout only.
2. **Mutating commands preview by default.** Nothing writes until you add the explicit
   flag (`--apply` on batch and company commands; `--modal-sync` governs Attio people
   mutations). Copy-pasting an example never mutates state.
3. **Provider-backed commands execute on a deployed Modal app**, not locally. They need
   Modal credentials plus provider keys — see [Secrets and API keys](/secrets).
4. **Exit codes**: `0` success, `1` runtime error (message on stderr, prefixed
   `Error:`), `2` usage error.

The full contract, including the `--json` payload override every command accepts, is on
the [CLI contract](/concepts/cli-contract) page.

## Fetching source directly

The repo is public: [github.com/elviskahoro/gtm-sdk](https://github.com/elviskahoro/gtm-sdk). Docs pages reference code
as repo-relative paths (for example `src/secrets_bootstrap.py`) — resolve them against
the repo root or the GitHub UI.


## Related topics

- [gtm-sdk: Go-To-Market SDK and CLI for Modal](/index.md)
- [Development guide](/contributing/development.md)
- [Send gtm-sdk OpenTelemetry data to Grafana Cloud via otel-collector](/telemetry/grafana-setup.md)
- [Send gtm-sdk telemetry to Dash0 with the otel-collector](/telemetry/dash0-setup.md)
- [gtm parallel](/cli/parallel.md)