---
title: "vector MCP servers"
description: "4 MCP servers tagged vector."
---

> Documentation Index
> Fetch the complete documentation index at: https://nimbus-mcptools.labs.steitblog.com/llms.txt
> Use this file to discover all available pages before exploring further.

# vector MCP servers

4 servers tagged **vector**. See [all categories](/categories/).

| Server | Description | Stars | Last push |
| --- | --- | --- | --- |
| [Qdrant](/servers/qdrant/) | Official Qdrant MCP server for vector search and semantic memory. | 1.5k | 2026-09-04 |
| [Chroma](/servers/chroma/) | Official Chroma MCP server for embeddings, vector search, and document storage. | 599 | 2025-09-17 |
| [Milvus](/servers/milvus/) | Official Milvus MCP server for vector search and collection management. | 244 | 2026-08-11 |
| [Pinecone](/servers/pinecone/) | Official Pinecone Assistant MCP server for managed vector retrieval. | 46 | 2026-08-14 |

Source: https://nimbus-mcptools.labs.steitblog.com/categories/vector/index.mdx