zettaquant-vslm-mcp

zettaquant-vslm-mcp is an MCP server. It needs ZQ_API_KEY to authenticate. Its repository has 0 GitHub stars and is licensed under MIT; we last read it on 2026-10-23.

Exposes ZettaQuant V-SLM functionality, which provides topic-conditioned sentence relevancy, to MCP hosts including Claude Desktop, Cursor, Zed, and 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. zettaquant-vslm-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 zettaquant-vslm-mcp do?

Exposes ZettaQuant V-SLM functionality, which provides topic-conditioned sentence relevancy, to MCP hosts including Claude Desktop, Cursor, Zed, and Windsurf.

How do I install zettaquant-vslm-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/ZettaQuant/zettaquant-vslm-mcp

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

The credentials we found in its source are ZQ_API_KEY.

Which AI clients can use zettaquant-vslm-mcp?

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

Is zettaquant-vslm-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 2026-09-16.

What licence does zettaquant-vslm-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