How do I connect Vector MCP Server to Claude?

The listing records `uvx --from 'vector-mcp[mcp]' vector-mcp` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Desktop, Cursor, VS Code as compatible clients.

Is Vector MCP Server free?

The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.

What can Vector MCP Server do?

Vector MCP Server documents 4 tools to the agent, including vector_collection_management, vector_search, x-mcp-enabled-tags. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.

Vector MCP

Unclaimed

by Knuckles-Team

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

Install

$uvx --from 'vector-mcp[mcp]' vector-mcp

Set up this server

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This server needs project-specific setup. Follow the project instructions; no reusable public launch command is available yet.

Project instructions

chromadbcouchbasemcp-servermongodbmongodb-atlaspgvectorpythonqdrantqdrant-vector-databaserag

Is this your MCP server?

This listing was auto-indexed from the public record. Claim it to edit the page, set compatibility and unlock growth tools. Takes under two minutes.

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Security profile

Claimed and verified servers get a weekly static scan that shows what the code can reach: external services, environment variables, shell commands, agent configuration folders, plus any dependencies with known advisories. Claim this listing to get one. How the security profile works

Documented tools (4)

From project documentation. A server handshake does not verify each tool’s description or behavior.

vector_collection_management

COLLECTIONMANAGEMENTTOOL

vector_search

SEARCHTOOL

x-mcp-enabled-tags

/ x-mcp-disabled-tags

x-mcp-enabled-tools

/ x-mcp-disabled-tools

Tool change history

Compared across complete checks of the same configuration. Tools were listed, not invoked. Input-schema changes are not measured here.

No complete tool checks yet.

FAQ

Questions about Vector MCP Server

How do I connect Vector MCP Server to Claude?: The listing records `uvx --from 'vector-mcp[mcp]' vector-mcp` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Desktop, Cursor, VS Code as compatible clients.
Is Vector MCP Server free?: The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
What can Vector MCP Server do?: Vector MCP Server documents 4 tools to the agent, including vector_collection_management, vector_search, x-mcp-enabled-tags. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.