MCP servers tagged rag
4.9K live MCP servers tagged "rag", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with rag.
AI Projects
AI/ML engineering portfolio covering agentic AI, multi-agent orchestration, RAG, AI safety, knowledge graphs, document intelligence, voice AI and classical NLP/ML.
RAGBuddy
🤖 A multi-project RAG (Retrieval-Augmented Generation) platform that provides project-aware access to documentation and knowledge through a web dashboard with AI chat, CLI, and MC…
Botforge
A modular AI-powered service for querying semantically indexed documents using OpenAI's GPT models and Upstash Vector database. Built with FastAPI, SentenceTransformers, and async…
Adept Agentic
ADEPT: Agentic Discovery and Exploration Platform for Tools — A three-tier secure framework for multi-agent scientific workflows with 28+ MCP tools, 10 client interfaces, and decl…
Context Bridge
Agentic Search using multiple enterprise nature data sources
Socartes
Independent Socartes project with multi-agent orchestration, RAG, MCP tool use, and self-correction.
Openclaw Polymath
OpenClaw integration for Polymath visual memory through mneme-mcp
V8 Agent Os
The epoch-making Agent Runtime OS. Features Zero-Trust firewalls, Omni-Memory Graph, dynamic MCP/Skills pre-filtering.
Unity AI Project Brain
Open-source AI context engine for Unity projects: GitNexus code graph, Unity GUID/fileID scene and prefab graph, Roslyn symbols, runtime evidence, and read-only MCP/Context API fo…
Garden Flow
Local-first AI workspace that turns research into content — collect, organize, ideate, write, generate media and automate.
Local Hybrid Intelligence System With Dual Index Memory And Stateful Virtual Machine Integration
Reference implementation for the Part II architecture paper (Zenodo 10.5281/zenodo.20374393) — dual-index FAISS memory, 42-opcode quaternionic VM, 5-phase retrieval, 36 tools, MCP…
Smara
Persistent memory for AI tools. Give Claude, Cursor, and Codex shared context that survives across sessions.
Schemagate
Identity-scoped schema selection for text-to-SQL: give the model only the tables this caller may read, and 75% fewer prompt tokens.
Bsl Search
Read-only MCP server for 1C BSL code search: hybrid BM25 + vector kNN retrieval over methods in Elasticsearch, RRF, dedup, rerank — context for code LLMs. | MCP-сервер поиска по к…
C3
Claude Code Concierge (/ccc, /c3) - recommends the best combo of Claude Code plugins, agents & MCP servers for your task via a local RAG catalog, at near-zero token cost
Gr0m Mem
Zero-install persistent memory brain for Claude Code and Claude Desktop. Stops re-asking and re-deriving across sessions. SQLite FTS5 default, ChromaDB + Ollama on the semantic br…
Memor AI
One local memory shared by every AI coding agent — Claude Code, Cursor, Codex, Copilot, Kimi, Goose. No API key, no cloud, no plugin to install. Plus opt-in token compression.
Vector Rules
The model measures, your rules decide — and prove it. Vector math as a first-class operand in a deterministic Rete engine: policy lives in Git, every decision returns a proof tree…
Immutlex
An immutable knowledge base your AI agent queries over MCP. Wiki-link graph, fused search, 74 MCP tools, runs local. https://immutlex.dev
AI Agents Study Guidelines
A structured learning path from foundational concepts to advanced multi-agent systems.
LatticeAI
Local-first private AI memory layer / Digital Brain for conversations, documents, decisions, and model-agnostic knowledge.
SalesStrategy AgentTeam
A full-stack multi-agent AI system that automates enterprise sales research. Given a target account, it gathers intelligence in real time, identifies sales opportunities, and gene…
AI Engineering Labs
Hands-on AI engineering labs: OpenAI, Anthropic, Google, local models. From a first API call to an agent deployed live on AWS: RAG, LangChain, LangGraph & Deep Agents, multi-provi…
Fastapi React Chat
Build a full-stack AI chat app using FastAPI, React, PostgreSQL, and OpenAI for scalable, maintainable, and intelligent web interaction.
Explore AI
A platform for conversational AI with chat, RAG, tool calling, and quality evaluation. It is written in Java with Spring AI, and uses Angular on the frontend.
Localm
Run local LLMs fully offline - chat, coding agent, image & music generation, knowledge/RAG, voice. Privacy-first, one CLI, no cloud required.
Inferna
An experimental nanobind wrapper around llama.cpp, whisper.cpp, and stable-diffusion.cpp
100x Engineer Roadmap
12-week intensive to become a 100x AI engineer — LLMOps, RAG, agents, MCP, and MLOps built around an EV fleet AI platform
Knowledge Base Qa Bot
Grounded bilingual (中/EN) Q&A over a layered Markdown knowledge base — a curated wiki layer synthesised above immutable Sources, with hybrid BM25+dense retrieval, block-and-replac…
Mempalace.ts
Local AI memory system for Claude Code, ChatGPT, and any MCP-compatible tool. TypeScript port of https://github.com/milla-jovovich/mempalace
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…
HyperMnesia
Self-hosted long-term memory for AI coding agents: Postgres+pgvector doc-RAG (component/constraint map + hybrid RRF + cross-encoder rerank) and bi-temporal personal memory. MCP-na…
Rag Aiops Platform
企业级 RAG 知识库问答系统 + AIOps 运维诊断 Agent(Plan-Execute-Replan / LangGraph / MCP)
Talaria Code
Private AI coding agent for VS Code — agentic edits, inline completions, and chat on your local models (Ollama, vLLM, llama.cpp). Local-first, no cloud.
Companmem
the quest for ultimate ai memory
Universal File Storage MCP
Universal File Storage MCP Server. Универсальный MCP сервер для доступа к файлам через Claude AI на ЛЮБОЙ платформе: 💻 Windows, macOS, Linux 📱 Android устройства 🌐 NAS (сетевы…
Eyd V
🇮🇩 Ekosistem Pengetahuan, Dataset Terstruktur, AI Agent Skill & Linter Ejaan Bahasa Indonesia yang Disempurnakan (EYD Edisi Kelima) resmi Kemendikdasmen RI.
MindForge
Production-grade lifelong memory for AI agents — 4-tier memory, knowledge graph, E2EE, federated P2P, MCP server.
Echo Mem
Shared memory for AI agents on your own Postgres. The server never calls an LLM to write.
Sharelock
A retrieval system that lets you just ask questions about IIT Kanpur's academic policy manual instead of reading the whole thing. Built as a RAG pipeline with an MCP server.
Video Context MCP
Local-first MCP server that turns video into queryable context with transcripts, keyframes, OCR, and semantic search.
Knomit
Git-backed knowledge management for AI agents: typed, provenanced facts in a distributed, decentralized knowledge base — not documents. Open source, MCP-native.
Memory Plugin
Local-first memory, hybrid RAG, and agent personalization for AI coding agents. MCP + CLI for OpenCode, Claude Code, Codex, Gemini CLI, Antigravity, and Jules.
Routemind
Dynamic routing for agent knowledge. Areas advertise when they're relevant; the agent routes before it reads. MCP server, git-backed, no database.
MergeFlow AI
Open-source AI agent that automates documentation, QA, ticket updates, and release workflows after every merged pull request.
91ai
中文 AI 资料库：AI Coding、Agent、MCP、RAG、评测与学习路线图 | Chinese AI guide and curated resources.
Asya Chat Ui
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
OpenMnemex
Agent memory for LLMs — a self-pruning knowledge context graph modeled on human memory. Long-term, navigable, context-budget-aware memory with no vector DB, no embeddings, no serv…
Google Search Ads Analytics Docs
Official Google docs (Search/SEO, Search Console, Ads, GA4) as a validated local knowledge base (English) + two Claude Code skills: cited retrieval and a multi-agent SEO audit. Re…
AutoFlow.skill
General task-engine Skill