What is a #embedding MCP server?

An MCP server tagged #embedding implements the Model Context Protocol so AI assistants like Claude, Cursor, and VS Code can access embedding-related tools, data, or APIs.

How many #embedding MCP servers and clients are there?

mcp.so currently lists 7 MCP servers and clients tagged #embedding.

How do I install a #embedding MCP server?

Open any server below and copy its install snippet into Claude Desktop, Cursor, VS Code, or another MCP client's configuration — remote servers need no separate download.

7 #embedding MCP Servers & Clients

Every MCP server and client below is tagged #embedding — install one to give Claude, Cursor, VS Code, or any other MCP-compatible client access to embedding tools.

Solon Ai

opensolon

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.

Added last year

Easy Memory

FlippySun

Easy Memory MCP - Dual-engine embedding service with Qdrant vector store

Added 4 months ago

Memento

iAchilles

A local, fully-offline MCP memory server using SQLite + FTS5 + sqlite-vec with embedding support

Added last year

Claude Context

zilliztech

Claude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, giving them deep context from your entire codebase.

Added 11 months ago

Memorious MCP

cedricvidal

Memorious-MCP is a minimal Model Context Protocol (MCP) server that provides a persistent key-value memory store with vector-similarity lookup using ChromaDB.

Added 10 months ago

CodeWeave Mcp

semihkayan

Save tokens while coding — your AI agent gets structured code context, not file dumps.

Added 3 months ago

Gemini Embedding 2 Mcp

AlaeddineMessadi

A powerful Model Context Protocol (MCP) server using gemini embedding 3 that transforms any local directory into an ultrafast, visually-aware spatial search engine for AI agents.