JSPM

MCP Server for Personal Brain API - provides semantic search and archival capabilities for documents and chat sessions

Intelligent semantic search plugin for Strapi 5 powered by OpenAI embeddings. Automatically generates embeddings for your content and provides powerful semantic search capabilities.

MCP server for Milvus vector database with semantic and full-text search capabilities

High-performance Node.js client for Antarys vector database with HTTP/2, connection pooling, and intelligent caching

Advanced Graph RAG MCP Server with sophisticated graph structures, operators, and agentic capabilities for AI agents

A Model Context Protocol server that helps generate queries using semantic search over training examples

An MCP server that scrapes websites, indexes content into Qdrant, and provides a query tool.

Needle AI n8n nodes

MemFlow MCP - A Model Context Protocol server for seamless memory management with intelligent search

Advanced Graph RAG MCP Server with file location identification, graph processing, and result summarization capabilities

A file management system for node.js application making managements of files easier, all in one code, you can delete, move, etc, files all in one code, making ability to manage a system eg a application requiring transfering of files in folders easier

AImemoCards MCP Server - Natural language-driven card organization workflow

Model Context Protocol (MCP) server for Knowz - AI-powered knowledge management

Advanced Graph RAG MCP Server with sophisticated graph structures, operators, and agentic capabilities for AI agents

Turn your AI assistant into a codebase expert. Intelligent code analysis, semantic search, and software engineering guidance through MCP integration.

MCP server for PostgreSQL with pgvector semantic search capabilities

Lightweight In-Memory Vector Database for Fast Similarity Search

The Retrieval-Augmented Generation (RAG) module contains document processing and embedding utilities.

TypeScript wrapper for Cased Kit CLI

EXA Search MCP server for semantic web search

🔍 A local semantic caching library for Node.js.

TypeScript SDK for integrating LiquidMetal's Raindrop API with popular frameworks and tools

MCP server proxy for Embark code search

React Hook for [`indexed-vector-store`](https://github.com/danielivanovz/indexed-vector-store) package. Used for [demo](https://github.com/danielivanovz/indexed-vector-store-demo) and deployed at my [website](https://app.danielivanov.me/vector-database/).

MCP server for integrating Kagi search API with LLMs

Model Context Protocol (MCP) server for seamless integration with Onyx AI knowledge bases

LibSQL-based persistent memory tool for MCP

Model Context Protocol server with TypeScript for jailbreak detection tools

An MCP server providing a persistent key-value memory store with semantic search for your agents

Model Context Protocol server for local vector search

Official JavaScript client for VectorHook search-as-a-service platform

Model Context Protocol (MCP) server for seamless integration with Onyx AI knowledge bases

Model Context Protocol (MCP) server for seamless integration with Onyx AI knowledge bases

MCP server for semantic codebase search using Transformers.js

Chatosaurus is an AI assistant plugin for Docusaurus that brings your docs to life with conversational search. Powered by retrieval-augmented generation, it lets users interact with your documentation like they're chatting with a brainy, violet-scaled dev

Ultra-lightweight semantic embeddings for event graphs. Browser-first with swappable providers.

A production-ready Model Context Protocol (MCP) server for semantic memory management

🍎 MCP server for semantic search through Apple developer documentation, WWDC transcripts, and code examples. 16K+ documents indexed for AI agents.

AI Memory Management MCP Server - Intelligent context storage with response size limiting and pagination

Easy-to-use semantic search plugin for Supabase with automatic embedding generation and vector similarity search

Find the best matching tools from UCL using semantic search. Get top 5 ranked tools with confidence scores and LLM-ready prompts for AI agent integration.

Modern JavaScript-first RAG framework with contextual embeddings, professional CLI, and one-command deployment

n8n community node for Cloudflare Vectorize vector database integration, featuring vector operations (insert/upsert/query), index management, metadata filtering, namespace support, and full AI Agent compatibility for semantic search and RAG implementation