Results for “vector”

Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and wri

Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.

Local Retrieval-Augmented Generation (RAG) plugin for Claude Code that combines Chroma db vector embeddings with intelli

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

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

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

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

A custom TypeScript MCP Server intended to be used with Claude Code

A Python library powered by Language Models (LLMs) for conversational data discovery and analysis.

Harness LLMs with Multi-Agent Programming

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

Persistent, graph-based memory for Roo Code via MCP

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

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

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

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

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

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

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

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

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

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

AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:

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

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

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

forge-mcp

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

MCP Docs Vector - Documentation vectorization and search via MCP

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

Lightweight Long-Term Memory for LLM Agents.

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

@zilliztech✓ Official

Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.

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

@zilliztech✓ Official

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

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