Results for “vector”

Deterministic LLM prompt defense scanner — 12 attack vectors, pure regex, zero AI cost, < 5ms

Persistent memory system for AI coding assistants. Captures decisions, learnings, and context from coding sessions. Feat

A complete, driver based RAG pipeline for Laravel with pgvector & sqlite-vec, streaming, agentic retrieval, hybrid searc

description: "An MCP server that enables LLMs to 'see' what's happening in browser-based games and applications throug

Persistent local memory layer for AI. ArcRift uses a Chrome extension and a native MCP server to sync context and decisi

Local-first agent memory in one SQLite file: sqlite-vec/QJL two-pass vector + FTS5 search, knowledge graph (optional aut

AI-powered code generator for Arbitrum Stylus, SDK bridging, dApps & Orbit chains — 19 MCP tools with RAG

MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write

👨🏻‍💻 Meet Lumina – my personal AI assistant powered by hybrid RAG with Pinecone vector search and Neo4j graph travers

@zilliztech✓ Official

Zilliz Cloud plugin for Claude Code & OpenAI Codex — manage clusters, collections, vector search, backups, and more thro

SQLite-backed MCP Memory Server with WAL concurrent safety, FTS5 search, session tracking, task management, and cross-ma

Persistent, graph-based memory for Roo Code via MCP

AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph,

A TypeScript library that enables AI agents to leverage MCP (Model Context Protocol) servers for enhanced capabilities.

The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing

Not-Only LLM Chat. An AI application that enhances creativity and user experience beyond just LLM chat. Noted: Seems it

Open-source, self-hosted knowledge backend for AI agents — hybrid search (vector + keyword), MCP server, 5 connectors, D

MCP server for BookStack — 56 tools covering the full API + semantic vector search. Rust/tokio/axum, dual transport (SSE

🧠 LLM-Driven Intelligent Memory & Context Management System （AI记忆管理与智能上下文感知平台） AI记忆管理平台 | 智能上下文感知 | RAG检索增强生成 | 向量检索引擎

@zilliztech✓ Official

Agent skill that teaches AI agents how to manage Zilliz Cloud vector databases through zilliz-cli

On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.

Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation

Multi-modal RAG engine for AI assistants. Stores conversation history, conclusions, diffs, error traces, and other devel

MCP server combining Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intelligence with agentic RAG capabi

Alcove is an MCP server that gives AI coding agents on-demand access to your private project docs — BM25 + vector hybrid

Persistent memory for AI coding agents. Semantic knowledge + searchable archives in SQLite, served as an MCP server. HES

TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory,

MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-power

MCP server for semantic search using local Qdrant vector database and OpenAI embeddings

MCP Docs Vector - Documentation vectorization and search via MCP

forge-mcp

Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Ful

@zilliztech✓ Official

A Model Context Protocol (MCP) server seamlessly connecting AI Agents and AI coding tools with Zilliz Cloud https://zil

MCP server + CLI for production-grade software assets (logos, app icons, favicons, OG, illustrations) — routes across 30

eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP

Lightweight Long-Term Memory for LLM Agents.

Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search for Claude / Copilot / Agents.

Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-smal

MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Sup

memory-mcp-1file

Production-ready .NET 10 RAG library with hybrid vector + keyword search, multi-backend storage (SQLite, PostgreSQL, Neo

Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No A

[knowledge-rag] - Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + rerank

A Retrieval-Augmented Generation (RAG) system that leverages Google's Agent Development Kit (ADK) and Qdrant vector data

Sophisticated AI chatbot with long-term memory capabilities, complete Notion workspace integration, and MCP (Model Conte