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11 个#vector MCP 服务器和客户端

以下 MCP 服务器和客户端均标记为 #vector——安装后即可让 Claude、Cursor、VS Code 等支持 MCP 的客户端获得 vector 相关能力。

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Cursor10x

aurda012

The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context, project history, and code relationships across sessions.

创建于 去年

Cursor History MCP 📜

Nossim

API service to search vectorized Cursor IDE chat history using LanceDB and Ollama

创建于 去年

Forge

VoxellInc

Forge is Voxell's hosted text-embedding API. This MCP server exposes two tools — embed (turn text into vectors) and list_models — so any MCP-compatible agent can generate embeddings for semantic search, RAG, clustering, and dedup.

创建于 上个月
GM

Gdal Mcp

Wayfinder-Foundry

About

创建于 8个月前
MS

Manticore Search

manticoresoftware

MCP server for Manticore Search — enables AI assistants to query and manage Manticore Search databases directly. Supports full-text search, KNN vector search, fuzzy search, and real-time data access.

创建于 4个月前

Calypso Multimodal RAG

calypso-so

Launch a hosted Gemini File Search true multimodal RAG layer that answers from your PDFs, docs, screenshots, charts, diagrams, help center, FAQs, and images with citations people can verify.

创建于 上个月
M

Mimirs

TheWinci

Persistent project memory for AI coding agents. Hybrid vector + BM25 search with AST-aware chunking (24 languages), dependency graph boosting, conversation memory, checkpoints, annotations, and wiki generation. Local-first, zero config. `bunx mimirs init`

创建于 3个月前
G

Geoserver

ronitjadhav

A Model Context Protocol (MCP) server that exposes GeoServer REST API functionality for natural language interaction. Built on the python-geoservercloud library, this MCP server provides 80+ tools for managing:

创建于 5个月前

mcp-server-mariadb-vector

DavidRamosSal

MCP server for MariaDB

创建于 去年

SVGMaker MCP Server

GenWaveLLC

A powerful MCP server for generating, editing, and converting SVG images using AI, uses the best vector generation models

创建于 去年
VM

Vector Memory Mcp Server

Xsaven

Vector Memory MCP Server

创建于 8个月前

常见问题

什么是 #vector MCP 服务器？

标记为 #vector 的 MCP 服务器实现了 Model Context Protocol，让 Claude、Cursor、VS Code 等 AI 助手可以访问 vector 相关的工具、数据或 API。

标记为 #vector 的 MCP 服务器和客户端有多少个？

mcp.so 目前收录了 11 个标记为 #vector 的 MCP 服务器和客户端。

如何安装 #vector MCP 服务器？

打开下方任意服务器页面，将安装配置复制到 Claude Desktop、Cursor、VS Code 或其他 MCP 客户端的配置中即可——远程服务器无需单独下载。