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vector-mcp

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Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

Get it

Repository
github.com/Knuckles-Team/vector-mcp
Package
pypi: vector-mcp
Run (stdio)
uvx vector-mcp
The usual command for this package registry; check the repository README for required settings.
License
MIT
Last update
2026-11-13
GitHub stars
★ 16

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Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.