LLM Abacus
blockersllmabacus.com
Compare up-to-date pricing for 40+ LLMs (incl. Chinese) & estimate cost from tokens. EN/zh.
https://llmabacus.com/api/mcpWebsiteUnknownMCP 2025-11-25v1.0.0last checked 9 Oct 2026spoke MCP on 27.8% of 90 checks (30 days)initialize in 571 msHow to authenticate
Checked against the endpoint by our probe on 9 Oct 2026. These are the capabilities the server advertises, not a prediction about any particular client.
| Scheme | Unknown |
|---|---|
| Protected-resource metadata | ✕Not found Without it a client has to guess where the authorization server lives. |
| Anonymous access | Refused — credentials required |
What the probe found
blockerThe endpoint answered 308, not MCP
Expected a JSON-RPC response; got 0 bytes of an unlabelled body. Streamable HTTP endpoints accept a POST at the same URL a client connects to.
Tools
estimate_costquery_model_price
Contract history
24 Aug 2026v1.0.0first recorded contract
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Status badge
Status for a README, from the last probe — cached an hour, so up to seven hours behind the endpoint. Links back to this page.
[](https://mcpi.app/servers/llm-abacus)