Results for “qdrant”

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

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

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

Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama wh

Unraid CA template and Docker build for Mem0 (OpenMemory). This mega-container utilizes s6-overlay to seamlessly bundle

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

Persistent, graph-based memory for Roo Code via MCP

Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.

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

The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less to

Python, LlamaIndex, LangChain, Docker Compose: 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco

Self-hosted MCP server connecting Claude to Odoo 15→19 — 197+ tools, multi-tenant, Bulgaria l10n

Struggling with the AWS MCP server list, don't know what to use, just type "use aws-yolo" in your prompt

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enab

🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enh

A CLI tool for personal RAG that retrieves data from Notion, Obsidian, Apple Notes, etc., stored in Qdrant and exposed a

Open-source cognitive engine for AI agents — persistent memory, a first-person journal, a four-layer ethics engine, and

MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

@AIDataNordic

Semantic search over 4.6 million text chunks from 20,000 classical philosophy and humanities works. Built for AI agents

An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email

MCP server + CLI that turns the task manager you already use — TickTick or Obsidian — into persistent agent memory for C

Self-hosted AI workflow automation platform with visual canvas, agents, RAG, HITL, MCP, and observability in one runtime

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

ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enh

The continuity layer for everything you do with AI. A self-hosted, open source server any tool plugs into over MCP or RE

Awesome MCP Servers - A curated list of Model Context Protocol servers

Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

Nextcloud MCP Server

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

ContextLattice is the local-first control plane for long-horizon agent memory and coordination.

Universal memory layer for AI applications. Self-host in minutes. Open source.

A production-grade semantic search server for food recipes — built for AI agents using the Model Context Protocol (MCP).

arifOS — Constitutional MCP kernel for governed AI execution. AAA trinity: AGI (Mind) · ASI (Heart) · APEX (Judge). Buil

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

On-premises conversational RAG with configurable containers

Rust MCP framework for building AI agents

Self-learning memory for AI coding agents — MCP server

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/

From Java Dev to AI Engineer: Spring AI Fast Track

All-in-one platform for search, recommendations, RAG, and analytics offered via API

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

Portable AI runtime inspired by docker-compose. Compose agents, RAG pipelines, and MCP servers in one YAML file and run

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

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier