llmtest-mcp

llmtest-mcp is an MCP server. It reaches llmtest. It needs LLMTEST_API_KEY to authenticate. Its repository has 0 GitHub stars and is licensed under MIT; we last read it on 2026-10-24.

Connects to LLMTest to benchmark AI models with real prompts and find cheaper alternatives across 340+ models. Requires no specific credentials. Works with Claude Code, Cursor, Windsurf.

MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. llmtest-mcp’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.

Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.

What does llmtest-mcp do?

Connects to LLMTest to benchmark AI models with real prompts and find cheaper alternatives across 340+ models. Requires no specific credentials. Works with Claude Code, Cursor, Windsurf.

How do I install llmtest-mcp?

Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/tjacquesson/llmtest-mcp

What does llmtest-mcp connect to, and what does it need?

It reaches llmtest. The credentials we found in its source are LLMTEST_API_KEY.

Which AI clients can use llmtest-mcp?

Its own description mentions Claude Code, Cursor and Windsurf. That is a mention in its description, not a test we ran.

Is llmtest-mcp official and is it maintained?

We found nothing naming it as a vendor’s official server. Its repository has 0 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-05-31.

What licence does llmtest-mcp use?

The repository declares the MIT licence.

• Introduction to Model Context Protocol (Claude Academy)
• The Hugging Face MCP course
• Build an AI agent: a path with skills and MCP servers to practise on