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MCP servers tagged agentic-rag
70 live MCP servers tagged "agentic-rag", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with agentic-rag.
Nexent
Nexent is a zero-code platform for auto-generating agents — no orchestration, no complex drag-and-drop required. Nexent also offers powerful capabilities for agent running control…
Agentset
The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.
Turbo Flow Claude
The rules layer for AI-written code — rig-lite: a fail-closed cross-model review gate, a written constitution, git-versioned memory. Any harness, any repo. v1-4 were the agentic d…
Nuwax
Nuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providing a complete solution for agent creation and distribution, knowledge base management, mo…
Llmtornado
The .NET library to build AI agents with 30+ built-in connectors.
Wavefront
🔥🔥🔥 Enterprise AI Harness, connect your data to AI
Raglight
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP…
Context Engineering For Multi Agent Systems
Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-r…
Memov
Give git-like & traceable memory to OpenClaw and any coding agents. By https://memov.ai/ aka Entire CLI for every coding agents by MCP. Self-evolution for skills.
Agenticgokit
Open-source Agentic AI framework in Go for building, orchestrating, and deploying intelligent agents. LLM-agnostic, event-driven, with multi-agent workflows, MCP tool discovery, a…
End To End Agentic AI Automation Lab
This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, AutoGen, CrewAI, RAG, MCP, automation with…
code-context
Model Context Protocol integration for Code Context
Claude Colony
Multi-agent Claude Code you can actually control. Spawn specialist teams in tmux, watch them work side-by-side, steer when needed. Built on native Claude Code agents. No black box…
AI Agents Projects Tutorials
Multi-agent systems, memory, planning, reasoning loops
Intelligent Audit System
Enterprise audit agent workspace with Agentic RAG, governed tool use, evaluation harness, memory, and human-review delivery workflows.
Haystack
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over…
Yuxi
可私有部署的多租户知识智能体平台：统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.
Claude Context Local
🗂️ Manage and utilize local context for Claude, enhancing applications with tailored insights and improving user experience seamlessly.
Azure Foundry Webinar
This repository is the official companion for the Azure AI Foundry Agent Service Webinar Series. It provides hands-on code samples, modular use cases, and practical guides for bui…
AI Engineer
Runnable AI engineering modules: agents, MCP, memory, RAG, voice, fine-tuning, MLOps, and security. One folder per module.
PharosRAG
Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits.
SourceWeft
Your AI workforce, on your terms. An open-source workstation with multi-agent collaboration, a rich skill library, MCP, and sandboxed execution. Bring your models. Deploy anywhere…
Noosphere
Model Context Protocol server for Noosphere, with a guided Codex CLI integration.
MonkeyLLM
Knowledge engine for AI agents: your documents become a git-versioned markdown knowledge graph the agent navigates over MCP. Curated summaries, typed edges, cited answers, SQL ove…
OPSIE
OPSIIE (OPSIE) is an advanced Self-Centered Intelligence (SCI) prototype that represents a new paradigm in AI-human interaction.
AI Context OS
Persistent, inspectable memory that grows and refines over time. Built on files. Owned by you.
Dakera Deploy
Self-hosted Dakera AI memory server — Docker Compose, Kubernetes, Helm, HA cluster setup, and monitoring.
Gocrewwai
The enterprise-grade CrewAI alternative for Go. Orchestrate strictly-typed, parallel AI agents with LangGraph-style Flow persistence, distributed A2A protocols, Model Context Prot…
DocuMind
Production-grade multi-agent RAG system with a self-correcting LangGraph supervisor (Researcher, Synthesizer, Critic), agentic tool calling, hybrid search, and an MCP server. Buil…
Atlas Agentic Rag
ATLAS: Agentic RAG as one coherent system — hybrid search + reranking + knowledge graph, tool-calling over MCP, multi-model routing, guardrails, and a real eval harness. Runs full…
Qdrant Neo4j Crawl4ai MCP
MCP server combining Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intelligence with agentic RAG capabilities. FastMCP 2.0 architecture with enterprise security,…
Crypto Price AI Agent
An AI agent that monitors real-time cryptocurrency prices with local LLMs (Llama 3.2) using Pydantic AI framework, and a FastMCP server to bridge the database with Claude Desktop
Aethos Memory
Universal, cross-tool persistent memory bank for AI assistants (Claude Code, Cursor, Windsurf, OpenCode, Codex) powered by FastMCP, Gemini embeddings & Supabase pgvector.
Advanced AI Agents
🤖 Build advanced AI agents with a collection of production-ready applications using modern frameworks for single and multi-agent systems.
Real Time Web Search RAG With MCP
A conversational agent that combines static knowledge (RAG over your docs) with real-time web search using an MCP server.
Joplin Server Vector Memory
An MCP search and memory system for Joplin Notes
Vektor Memory
Slipstream - Built by Vektor Memory - a multi-layered persistent agentic vector memory architecture. 4-layer associative graph memory (MAGMA) with autonomous REM cycle, CLI, DXT-M…
Deep Agent Real Estate
Bridging Generative AI and Classical ML. A production-grade multi-agent system using ReAct orchestration, MCP, A2A, and LMMs for hyper-local property valuation with Evals.
Claude Code Safety Net
🛡️ Enhance code safety with Claude Code Safety Net, a tool designed to identify and mitigate risks in your codebase effectively.
Agentic Rag Framework
🔍 Enhance retrieval with the Agentic RAG Framework for hybrid search, query classification, and answer fusion in production-grade systems.
RazorpayX ShopSmart AI
🛒 ShopSmart AI An AI-powered e-commerce shopping assistant built for the Razorpay AI Buildathon. ShopSmart AI combines LLM-powered product discovery, recommendations, agentic w…
ChatBot Development
Chatbot Development with LangGraph .
Powered Agentic RAG Application
A fully functional and intelligent application capable of fielding complex queries by dynamically sourcing the best possible context for a truly accurate answer leveraging agentic…
RecipesMessengerAuto
Messenger automation for recipes recommendations
Universal Decision Agent For Customer Support
A modular agentic workflow for automated customer support, built with LangGraph, LangChain, and multi-server MCP tools (KB, Account, Memory). Supports full ticket lifecycles, data…
Agentic Rag A2a MCP
A unified AI agent system integrating Retrieval-Augmented Generation (RAG), Agent-to-Agent (A2A) communication, and Model Context Protocol (MCP) for document processing, web searc…
PAL MEM
Context filter + AI SBOM + retrieval engine for agents working against corpora larger than any model's context window. Local-first, markdown-native, MCP-ready. Haiku 4.5 reac…
AgenticAI OnRamp With Langgraph
Branch-based learning repo for Agentic AI and LLM engineering with LangGraph: ReAct tool calling, Agentic RAG, MCP, Reflection, Reflexion, Human-in-the-loop memory, and DeepAgents…
BugVault
Claude Code MCP native extension delivering a zero-human closed loop: Auto Bug Retrieval → Intelligent Troubleshooting → Automated Structured Accumulation. Equips Claude Code with…
Aria Agentic AI Orchestrator Workflow Engine
Multi-utility AI chatbot combining LangGraph, Gemini 2.5, agentic RAG, intelligent tool routing, persistent threads, MCP integration, and LangSmith observability for production-re…