JSPM

Smart. Simple. Local. AI-powered semantic search in TypeScript using transformer embeddings. No cloud, no API keys — 100% offline.

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

Model Context Protocol (MCP) server for advanced GitHub repository analysis, code discovery, and npm package exploration. Provides AI assistants with powerful tools to search, analyze, and understand codebases across GitHub and npm ecosystems.

🦛 CHONK your texts in TS with Chonkie!✨The no-nonsense lightweight and efficient chunking library.

Transform any GitHub repository into searchable vector embeddings. MCP server with smart indexing, voyage-context-3 embeddings, and semantic search for Claude/Cursor IDEs.

Universal Knowledge Protocol™ - World's first Triple Intelligence database unifying vector, graph, and document search in one API. 31 nouns × 40 verbs for infinite expressiveness.

Give Claude perfect memory of all your conversations - Installation wizard for Python MCP server

MemorAI Advanced MCP Server - CBD-Based High-Performance Vector Memory System with HTTP/SSE Support

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

MCP server for integrating Tavily search API with LLMs, providing web search, RAG context generation, and QnA capabilities

Opichi Helios MCP Server - Comprehensive code analysis and semantic search for AI coding assistants

MCP server for AI-powered knowledge management with semantic search, graph analysis, and automatic enrichment

Transform any GitHub repository into searchable vector embeddings. MCP server with smart indexing, voyage-context-3 embeddings, and semantic search for Claude/Cursor IDEs.

> A lightweight, AI-powered npm package finder — directly from your terminal.

Codai Better Database - High-Performance Vector Memory System with HPKV-inspired architecture and MCP server

MCP server for Vaadin documentation with document-based search and full document retrieval

Central Nervous System MCP Server for Autonomous Multi-Agent Orchestration with free local embeddings

Opichi Helios MCP Server - Comprehensive code analysis and semantic search for AI coding assistants

MCP server for searching Hex package documentation

LibSQL-based persistent memory tool for MCP

A Model Context Protocol (MCP) server for intelligent memory management with vector search capabilities

Brain MCP Server - Semantic knowledge base access for Claude Code via Model Context Protocol. Provides intelligent search and navigation of files from multiple locations through native MCP tools.

n8n community node for Memara memory system - Store and retrieve memories with semantic search in your workflows

A fast React Data Grid with AI search, sorting, pagination, and customization.

Ziri — AI code context CLI (per-repo stores, streaming embeddings, multi-repo registry)

MCP Server for Memory of Agents (MOA) API - Memory Management & Intelligent Memory endpoints only

Core vector search engine for code intelligence

TypeScript/JavaScript client for KotaDB - PostgreSQL-level ease of use for document database

MCP server proxy for Embark code search

Code-aware knowledge management CLI with MCP server capabilities

MCP server for semantic code search powered by MongoDB Atlas Vector Search and Voyage AI embeddings

Seahorse Semantic Search MCP server wrapper (npx launcher for Python FastMCP server)

🚀 Next-Gen Content Intelligence - The most powerful, lightweight, and intelligent vector search package for modern applications. Zero dependencies, AI-powered search, real-time processing, content analysis, tone detection, style matching, DNA fingerprint

TypeScript client library for AI Search API - search and retrieve intelligent responses with context awareness

Semantic Web Memory for Intelligent Agents

Production-ready RAG (Retrieval-Augmented Generation) framework for Next.js applications with PostgreSQL + pgvector

MCP server providing Cursor-like Search tools: read file, list dir, grep, search files, semantic code search, web search

Best-in-class MCP (Model Context Protocol) server for AI memory storage with MIRIX-Inspired Specialized Memory Types (Core, Episodic, Semantic, Procedural, Resource, Knowledge Vault), Progressive Disclosure, AI-Powered Summaries, Context Window Optimizati

Complete Azure AI Search MCP server with vector search, semantic search, and document management

Intelligent MCP server for optimal file context selection in LLM coding tasks

MCP tool for storing and searching memories with semantic search capabilities

MCP server providing semantic search for free developer tools and services

🧠 powerful JavaScript library that leverages advanced AI embeddings to perform zero-shot text classification. Whether you're dealing with unlabelled data or seeking to classify text against dynamic and user-defined labels, this library provides a seamles

A Node.js TypeScript module for RAG functionality using nomic-embed-text-v1.5 and sqlite-vec

Complete GraphRAG integration with both AI Agent and Tool Node - Microsoft GraphRAG for document processing, knowledge graphs, and intelligent search

MCP server for enhanced Qdrant vector database functionality

A Model Context Protocol (MCP) server that provides access to ChainFETCH API for AI-powered Ethereum blockchain intelligence with advanced semantic search capabilities. Supports both stdio and HTTP transport modes.

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

MCP server for codebase indexing with Voyage AI embeddings and Qdrant vector storage

Official TypeScript/JavaScript SDK for Hashub Vector API - High-quality multilingual text embeddings with Turkish excellence

Official TypeScript/JavaScript SDK for EdgeVector - Edge-native multi-paradigm database with AI-first features

Official TypeScript/JavaScript SDK for EdgeVector - Edge-native multi-paradigm database with AI-first features

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

AI-powered code intelligence with semantic search and natural language querying

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

MCP adapter for connecting AI clients (Cursor, Claude Desktop) to PromptHub server with advanced semantic search and natural language understanding

Simplified advanced memory engine - no tiers, just powerful semantic search with persistence

AI Crystallization Engineering for Large Repositories - Transform massive repositories into crystallized, AI-consumable knowledge through systematic analysis and optimization. Crystallization extracts meaningful context from any readable files.

AWS S3 Vectors integration for Mastra framework - the first cloud storage with native vector support at scale

FrogiUI Model Context Protocol server for AI-powered component discovery with Claude

OpenSearch AI-enhanced Backend Plugin for Backstage

AI-powered Mongoose plugin for intelligent document processing with auto-summarization, semantic search, MongoDB Vector Search, and function calling

智能代码分析工具 - 支持语义搜索、调用链分析和代码结构可视化，对大模型/AI agent 友好

A Model Context Protocol (MCP) server that provides semantic search capabilities across files. This server watches specified directories and creates vector embeddings of file contents, enabling semantic search across your documents.

A code context tool with vector search and real-time monitoring, with optional Git integration.

Integração n8n com deep-searcher para busca semântica e integração LLM

RAG (Retrieval Augmented Generation) library for MongoDB Vector Search

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

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n8n community node for Zilliz vector database with full RAG support

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

MCP Rag search of the customer related informations

A Model Context Protocol (MCP) server that provides semantic search capabilities across files. This server watches specified directories and creates vector embeddings of file contents, enabling semantic search across your documents.

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

Fast, type-safe utilities for vector embedding comparison and search.

🏠 Teach AI to understand natural language like a patient tutor. Advanced embedding-based function calling with semantic understanding, confidence scoring, and natural language parameter extraction.

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

Enhanced vector database with HNSW indexing, WAL, error recovery, and production-ready features. Based on Vectra by Steven Ickman.

Private MCP Server for semantic knowledge graph with persistent memory

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

Knowz CLI - Personal Knowledge Management System with AI-powered semantic search

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

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

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

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

Needle AI n8n nodes

AImemoCards MCP Server - Natural language-driven card organization workflow

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

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

TypeScript wrapper for Cased Kit CLI

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

EXA Search MCP server for semantic web search

🔍 A local semantic caching library for Node.js.

MCP server proxy for Embark code search

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

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/).

LibSQL-based persistent memory tool for MCP

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

Model Context Protocol server for local vector search

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

MCP server for integrating Kagi search API with LLMs

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

Model Context Protocol server with TypeScript for jailbreak detection tools

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

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

Model Context Protocol server for AI Search API - Provides intelligent search capabilities with context awareness and semantic understanding

MCP server for semantic codebase search using Transformers.js

🍎 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

n8n node for AI Search API - intelligent search with context awareness

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.

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