602 packages found
CLI tool for building production RAG systems from Markdown, CSV, and PDF documents using hybrid search (BM25 + vector) w
Python, LlamaIndex, LangChain, Docker Compose: 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco
Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector
Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware, l
Official Vectorize MCP Server
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.
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
A complete, driver based RAG pipeline for Laravel with pgvector & sqlite-vec, streaming, agentic retrieval, hybrid searc
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
Universal documentation knowledge-graph MCP server with hybrid full-text + vector search.
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write
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
Zilliz Cloud plugin for Claude Code & OpenAI Codex — manage clusters, collections, vector search, backups, and more thro
MCP server for semantic code search — AST-aware chunking, hybrid dense+sparse search, 160+ languages
AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph,
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
A TypeScript library that enables AI agents to leverage MCP (Model Context Protocol) servers for enhanced capabilities.
Shared memory layer for AI coding tools. One local SQLite DB, every tool reads the same verified facts. Local-first, zer
Not-Only LLM Chat. An AI application that enhances creativity and user experience beyond just LLM chat. Noted: Seems it
CPersona — Persistent AI memory server with 3-layer hybrid search, confidence scoring, and 29 tools. MIT licensed.
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing
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
Agent skill that teaches AI agents how to manage Zilliz Cloud vector databases through zilliz-cli
Multi-modal RAG engine for AI assistants. Stores conversation history, conclusions, diffs, error traces, and other devel
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation
BaseMouse open-core: remote MCP server for shared, versioned agent memory (cited, checksummed context packs).
On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
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
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 Docs Vector - Documentation vectorization and search via MCP
Persistent memory for AI coding agents. Semantic knowledge + searchable archives in SQLite, served as an MCP server. HES
MCP server for IT Glue — semantic search, documents, and flexible assets for MSPs
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Ful
Persistent, encrypted memory for AI agents: one Rust binary, one file, no cloud. 55+ MCP tools, hybrid recall, bi-tempor
eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP