llms.txt Content
# Vast.ai
> Vast.ai is a GPU cloud platform offering on-demand access to thousands of GPUs — RTX 4090s, H100s, B200s, and more — from data centers and independent hosts worldwide. No minimum commitment.
Sign up and search GPUs at [https://cloud.vast.ai](https://cloud.vast.ai).
## AI Agents (Claude Code, Cursor, Windsurf, etc.)
- [CLI SKILL.md](https://raw.githubusercontent.com/vast-ai/vast-cli/master/vastai/SKILL.md) — commands, auth, quirks, common errors
- [SDK SKILL.md](https://raw.githubusercontent.com/vast-ai/vast-cli/master/vastai_sdk/SKILL.md) — Python VastAI class, SyncClient, AsyncClient, Serverless
or install the Vast.ai skill:
```
npx skills add vast-ai/vast-cli
```
## Agent Tooling Schema
Layer one is discovery: this file, `/llms-full.txt`, `/.well-known/api-catalog`, `/.well-known/mcp/server-card.json`, `/.well-known/agent-skills/index.json`, and `https://docs.vast.ai/llms.txt` help agents find the right Vast docs, skills, API references, and support paths.
Layer two is the tool contract: agents should use the OpenAPI spec and CLI/SDK skill files to understand exact requests, responses, auth, errors, and safe execution paths. Do not infer API behavior from prose pages when a schema or skill file is available.
Layer three is safety: `/auth.md` explains API-key authentication and high-risk actions; `/pricing.md` explains live pricing signals and marketplace pricing caveats.
## Get Started
- [Quickstart](https://docs.vast.ai/documentation/get-started/quickstart.md)
- [CLI overview & install](https://docs.vast.ai/cli/get-started.md)
- [Python SDK](https://docs.vast.ai/sdk/python/quickstart.md)
- [REST API](https://docs.vast.ai/api-reference/introduction.md)
- [OpenAPI JSON spec](https://docs.vast.ai/api-reference/openapi.json) — canonical tool contract for REST API requests, responses, auth, and errors
- [OpenAPI YAML source](https://raw.githubusercontent.com/vast-ai/vast-cli/master/openapi/yaml/combined_api.yaml)
- [API Catalog](https