semantic search

MCP Memory Server

by sdimitrov

This server implements long-term memory capabilities for AI assistants using mem0 principles. It is ...

Qdrant Retrieve MCP Server

by gergelyszerovay

This MCP server enables semantic search using a Qdrant vector database. It allows querying multiple ...

Elasticsearch Semantic Search ...

by MCP-Mirror

This repository provides a Python implementation of an MCP server for semantic search through Search...

AI

by Nasdanika

AI provides artificial intelligence capabilities operating on top of other Nasdanika resources, spec...

TxtAI Assistant MCP

by rmtech1

A Model Context Protocol (MCP) server implementation for semantic search and memory management using...

Chroma MCP Server

by privetin

Chroma MCP Server is a Model Context Protocol (MCP) server implementation that provides vector datab...

MCP Memory Server with Qdrant ...

by delorenj

This MCP server provides a knowledge graph implementation with semantic search capabilities powered ...

Knowledge Base MCP Server

by jeanibarz

This MCP server provides tools for listing and retrieving content from different knowledge bases. It...

Email Processing MCP Server

by Cam10001110101

This MCP server provides email processing capabilities with MongoDB integration for semantic search ...

Simple Memory Extension MCP Se...

by gmacev

This MCP server extends the context window/memory of agents, allowing them to store and recall progr...

Multimodal Model Context Proto...

by pixeltable

This repository contains server implementations for Pixeltable, designed to handle multimodal data i...

MCP Server for Qdrant

by Jimmy974

The MCP Server for Qdrant is a server that stores and retrieves information from a Qdrant vector dat...