zvec-mcp-server
Rank #27,805glama/zvec-ai/zvec-mcp-server
Enables LLMs to interact with Zvec vector database through tools for collection management, document operations, vector search, and AI-powered embeddings.
What you can do with zvec-mcp-server
zvec-mcp-server is a Model Context Protocol (MCP) server published by zvec-ai. It ranks #27,805 of 150,963 active servers on MCP Toplist, and its repository has 12 GitHub stars. zvec-mcp-server is listed on Glama, with 1 release tag tracked from its GitHub repository. It was first listed on Apr 9, 2026 and most recently updated on Apr 9, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What zvec-mcp-server can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using zvec-mcp-server
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect zvec-mcp-server and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
What changed, and when this was checked
- First listed
- Apr 9, 2026
- Latest release tag
- Apr 9, 2026
- Version history
- 1 release tag tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 22, 2026
- Glama ↗listed since Jun 1, 2026 · still listed
Do you maintain zvec-mcp-server? to correct or enrich this profile.
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.3.0 | Apr 9, 2026 |
Ranks ahead of 123,158 of 150,963 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fzvec-ai%2Fzvec-mcp-server)<a href="https://mcptoplist.com/server/glama%2Fzvec-ai%2Fzvec-mcp-server"><img src="https://mcptoplist.com/badge/glama%2Fzvec-ai%2Fzvec-mcp-server.svg" alt="MCP Toplist: Top 25% of 150,963" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains zvec-mcp-server?
- zvec-mcp-server is maintained by zvec-ai, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
- Is zvec-mcp-server listed on the Official MCP Registry?
- zvec-mcp-server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does zvec-mcp-server have?
- No registry surfaces explicit version metadata for zvec-mcp-server; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Apr 9, 2026.
- Where can I find the source code for zvec-mcp-server?
- The source code for zvec-mcp-server is hosted at github.com/zvec-ai/zvec-mcp-server.
Do you run this server?
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