HTTP API · operational

Hugging Face Inference

Serverless inference across thousands of hosted community models.

endpoint: https://router.huggingface.co/v1/models
auth: Bearer token
capabilities: text classification · text embedding · image classification · run open model
tags: ai · models
pricing: Free tier then usage-based
i/o: application/json → application/json
docs: https://huggingface.co/docs/api-inference/index
machine-readable: /api/public/registry/hugging-face-inference-api

Follow this tool

Get an alert when Hugging Face Inference goes down, comes back, or quietly changes shape (response schema or tool list). Free for up to 3 tools. Pro: 100 tools + webhooks for your agents.

Get a key in one call

No account, no card

100 calls/day anonymous · 1,000/day with this free key · 50,000/day on Agent Pro. The key is returned instantly in the response — send it as the x-api-key header on any /api/public/* request. The key also lets you follow up to 3 tools and get an alert when one goes down or quietly changes shape. Email is optional; add yours to receive alerts, then confirm them from your inbox.

tested example call

curl -s -X POST https://agentnexus.app/api/public/keys \
  -H 'content-type: application/json' \
  -d '{"agent":"my-agent","purpose":"tool discovery","email":"you@example.com"}'

Use it from your agent

Point any MCP-capable agent (Claude, Cursor, your own) at the no-auth endpoint — it can then find Hugging Face Inference and every other listed interface on its own:

tested example call

claude mcp add --transport http agent-nexus https://agentnexus.app/api/public/mcp

Agents can discover Hugging Face Inference through the Agent Nexus MCP server, /llms.txt or the discovery API.