Results for “vector”

Official Vectorize MCP Server

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

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

Sistema de Memoria Dual con Búsqueda Integrada por Relevancia Expansiva (BIRE) — PostgreSQL + pgvector + Gemini Embeddin

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

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

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

Universal documentation knowledge-graph MCP server with hybrid full-text + vector search.

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

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

Harness LLMs with Multi-Agent Programming

Open-source ETL/ELT on DuckDB. Write, wire, or draw one pipeline: 350+ components, 160+ connectors, dbt, CDC, data quali

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

MCP server for semantic code search — AST-aware chunking, hybrid dense+sparse search, 160+ languages

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,

@zilliztech✓ Official

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

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.

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

Shared memory layer for AI coding tools. One local SQLite DB, every tool reads the same verified facts. Local-first, zer

CPersona — Persistent AI memory server with 3-layer hybrid search, confidence scoring, and 29 tools. MIT licensed.

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

BaseMouse open-core: remote MCP server for shared, versioned agent memory (cited, checksummed context packs).

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.

picard_mcp

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

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

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

forge-mcp

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

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