vector-mcp
Rank #2,359glama/Knuckles-Team/vector-mcp
A production-grade MCP server for integrating RAG into AI agents, supporting multiple vector databases with enterprise security and dynamic tool selection.
vector-mcp is a Model Context Protocol (MCP) server published by Knuckles-Team. It ranks #2,359 of 115,460 servers tracked on MCP Toplist, and its repository has 15 GitHub stars. vector-mcp is listed on Glama, with 10 release tags tracked from its GitHub repository. It was first listed on May 31, 2026 and most recently updated on Jul 9, 2026.
Ranks ahead of 113,101 of 115,460 servers on MCP Toplist.
Use vector-mcp
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FKnuckles-Team%2Fvector-mcp)<a href="https://mcptoplist.com/server/glama%2FKnuckles-Team%2Fvector-mcp"><img src="https://mcptoplist.com/badge/glama%2FKnuckles-Team%2Fvector-mcp.svg" alt="MCP Toplist: Top 5% of 115,460" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
Knuckles-Team
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GitHub releases (10)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v2.1.2 | Jul 9, 2026 |
| v2.1.1 | Jul 9, 2026 |
| v2.1.0 | Jul 9, 2026 |
| v2.0.1 | Jul 2, 2026 |
| v1.41.0 | Jun 17, 2026 |
| v1.39.0 | Jun 6, 2026 |
| v1.37.0 | Jun 4, 2026 |
| v1.34.0 | Jun 1, 2026 |
| v1.32.4 | Jun 1, 2026 |
| v1.32.0 | May 31, 2026 |
Frequently asked questions
- Who maintains vector-mcp?
- vector-mcp is maintained by Knuckles-Team, which publishes 15 MCP servers (121 total versions) tracked on MCP Toplist.
- Is vector-mcp listed on the Official MCP Registry?
- vector-mcp is not on the Official MCP Registry. It is listed on Glama.
- How many versions does vector-mcp have?
- No registry surfaces explicit version metadata for vector-mcp; MCP Toplist tracks 10 release tags from its GitHub repository, most recently published on Jul 9, 2026.
- Where can I find the source code for vector-mcp?
- The source code for vector-mcp is hosted at github.com/Knuckles-Team/vector-mcp.