AnyInt Docs

Use AnyInt

Connect agent tools or build applications with one gateway to multiple AI model families.

AnyInt gives agent tools and applications one public gateway to multiple AI model families. Start from the task you want to complete rather than learning every API family first.

Choose by task

I want to...Start here
use AnyInt in an existing agent productAgent Setup
send my first API requestQuickstart
find a model ID available to my keyModels API
use an existing OpenAI SDK clientOpenAI-compatible API
build an agent that requires OpenAI ResponsesOpenAI Responses API
use Claude-style messages or content blocksAnthropic-compatible API
use Gemini-native content or function declarationsGemini-compatible API
add tool calling, structured output, or streamingGuides
build image, video, or music workflowsModels and Modalities
prepare an integration for productionVerify Your Integration

What AnyInt provides

API familyUse it for
OpenAI-compatibleExisting SDK clients, Chat Completions, and many custom-provider agent tools
OpenAI ResponsesAgent clients that specifically require the Responses wire format
Anthropic-compatibleClaude-style messages, content blocks, and token counting
Gemini-compatibleGemini-native content, streaming, and function declarations
Media APIsImage and video generation workflows
AI MusicSong generation, transformation, lyrics, stems, and media tasks

Before production use

  1. Keep API keys out of source control and client-visible code.
  2. Discover the model IDs available to the same key used by the application.
  3. Check whether the selected route is Stable, Beta, or pass-through.
  4. Verify streaming, tool calling, async tasks, and error handling required by the workload.
  5. Record the API family, model ID source, and fallback behavior next to the integration.

Use Agent Setup Troubleshooting for agent clients, or Errors and Limits for direct API integrations.

Support

Use Frequently Asked Questions for common product questions and Contact and Status for technical support, enterprise requests, and service status paths.

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