What is this

Connect QualityMax, Claude, or any MCP client to TokenHunger. They can call list_models, estimate, run (spends your credits), list_analyses, and get_analysis.

Endpoint:

The read-only tools (list_models, estimate, list_analyses, get_analysis) are public — no token needed. Only run needs a token, because it spends credits.

Public access — no token

For estimates and browsing analyses, point any MCP client at the endpoint with no auth header:

Anonymous calls are rate-limited per IP. Add a token (below) when you want to run benchmarks.

Your MCP tokens

Client config

Most MCP clients (incl. Claude) take a streamable-HTTP server with a bearer token: