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MCP servers tagged rag-pipeline
62 live MCP servers tagged "rag-pipeline", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with rag-pipeline.
Il2cpp Dump Analyzer
Agentic RAG system for analyzing IL2CPP dump.cs files from Unity games
Agentswarms
Unified Agentic AI and Business Intelligence Platform
Ksor
KSoR (Knowledge System of Record) is an open-source SDK for building governed, authoritative knowledge systems for humans and AI agents. It is a foundation of an AI-native knowled…
OpenDocuments
Open source RAG tool for AI document search - connect GitHub, Notion, Google Drive and ask questions with cited answers. Self-hosted with Ollama/OpenAI/Claude.
Rag.computer
Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API
FinchBot
FinchBot is an AI Agent framework that empowers agents with true autonomy, built on LangChain v1.2 and LangGraph v1.0. With fully async architecture, agents gain the ability to se…
Multi Agent Orchestration
Production ready LangGraph multi-agent orchestration template with supervisor routing, FastAPI + Streamlit chat UI, MCP tool calling, local RAG + knowledge graph retrieval, Postgr…
Ragleap Core
Production-ready AI Business OS — 46 autonomous AI Employees, Graph RAG (Neo4j), multi-channel, BYOK across 17 LLM providers plus custom/local endpoints (Ollama), automatic fallba…
Ennoia
Declarative Document Indexing (DDI) framework for Python. Define schemas, extract structured indices, search smarter.
Raganything
API/MCP wrapper for RagAnything
MarkMem
A memory layer for chatbots that stores memory as plain markdown in a git repo
Ontorag
ontorag cli and core library
Projectdavid Core
Self-hostable LLM agent runtime
Rag With Chromadb
🗂️ Build a versatile MCP server with RAG capabilities, supporting multiple document formats using LangChain and ChromaDB for efficient data retrieval.
Vectile
A desktop search engine for everything you write, read, and keep. Connect your Obsidian vault, projects, Calibre library, and code repos, then find anything with local hybrid sear…
Agentic Finance AI
Finance AI Service — a Spring Boot–based GenAI backend for a personal finance assistant, combining LLM chat, RAG-grounded document Q&A over uploaded financial documents (pgvector)…
Aegisai
Production-oriented AI platform with a centralized Main Agent, Advanced RAG, MCP, agent memory, planning, verification, security, evaluation, observability, and streaming.
RAG Knowledge Base Platform
Structure‑aware RAG platform with semantic search and citations.
Mnemochain
Append-only, hash-chained memory and semantic recall for AI agents - local-first, citation-backed, with replay and tamper verification.
S.A.G.E AGENTIC MCP ORCHESTRATOR
Secure Agentic Git Engine: a local-first agentic MCP orchestrator that clones a GitHub repo, reviews and patches it with Groq LLM agents, verifies fixes by running tests, and open…
Rag Forge
Production-grade RAG pipelines with evaluation baked in
Chronicle Beta
Open-source RAG system that turns your ChatGPT export into a searchable knowledge base with Claude MCP integration.
Pbx Estimation
PBX Market Estimation & VoIP Trend Forecasting
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.
AI Customer Support Agent
Multi-agent AI customer support system built with LangGraph, LangChain, OpenAI, and RAG, showcasing a modular architecture for intelligent task routing, retrieval, tool use and hu…
Langhuan
把知识库变成可被 MCP 调用的检索服务 —— 单二进制、中文友好的 RAG 知识处理层 Turn your knowledge base into an MCP-callable retrieval service — a single-binary, Chinese-friendly knowledge processing layer for RA…
Fullstack MCP Hub
Fullstack MCP Hub — Complete MCP toolkit with built in RAG, GUI and 50+ free tools (no paid APIs) that runs out-of-the-box. Works with Gemini CLI, OpenAI/Codex CLI, ChatGPT (dev m…
NutriSastho AI
NutriShastho AI is a Bangladesh-focused health and nutrition assistant built by 99BugsInCode. It connects household food budget, Bangladeshi meal planning, basic health monitoring…
DocuExtract
AI-powered mortgage document extraction and intelligent policy Q&A system with RAG
Alephra
AI medical assistant that analyzes reports, tracks vitals/labs, manages prescriptions, and provides health insights. Features voice interaction in 10+ languages, cloud sync, and a…
Reporag
Fully local, zero-cost RAG knowledge layer for AI coding tools. Achieve near perfect codebase awareness with any AI tool. Supports Claude Code, Cursor, Codex, Antigravity
Rag Template
Project template for creating RAG pipeline
Powered Agentic RAG Cursor
An MCP-powered agentic RAG assistant built with FastMCP, Qdrant, BGE-small embeddings, RAG reranking, Gemini generation, evidence verification, and Bright Data web fallback.
LLM Knowledge Base MCP
MCP server providing a persistent markdown knowledge base with hybrid dense + sparse vector search (Qdrant, Cloudflare Workers AI, Splade).
Multi Agent SQL Chatbot
SQL chatbot allows users to interact with Excel and CSV files using natural language. Upload your data file, ask questions in plain English, and get instant SQL query results.
Obsidian Librarian
📚 A personal AI librarian for your Obsidian vault, a RAG pipeline and a LangGraph agent in one container. Answers from your notes with citations, and edits them after you confirm.
Claw Code Ollama
🦀 Rust port of Claw Code – fast, memory-safe AI agent harness with full offline/Ollama support. No API key. Built‑in tools, MCP, slash commands, plus Python RAG/TTS/sandbox skills.
SwiftTrack
The Delivery Infra Layer for the Internet.
TheUltimateRAG
TheUltimateRAG is a production-ready, modular, and highly flexible Retrieval-Augmented Generation (RAG) boilerplate. Built with FastAPI, LangChain, and ChromaDB, it is designed to…
Deeplearning.ai
Short courses from DeepLearning.AI on topics on Generative AI , new tools and skills.
Supabase Vector Gmailkb Rag
📬 Deterministic & programmatic Gmail → Supabase → Crawl4AI vector knowledge base for UC Berkeley MIDS.
Bm25s Retriever
Lexical routing layer for LLM tool selection. Filter MCP-discovered and registry tools before prompt assembly using fast BM25S retrieval.
TextLens
Document intelligence platform combining OCR, LLM-powered AI agents, RAG chat, intelligent document extraction, batch processing, workflow automation, Google Drive integration, AP…
Langchain Course Modified
An 8-stage architectural benchmark exploring enterprise agentic AI patterns—from schema-enforced tool execution and local/cloud LCEL runtimes to stateful LangGraph loops, self-cor…
Agent Orchestration Core
Self-hostable, multi-tenant orchestration engine for AI agents. Every run is pinned to the exact versioned definitions and policies that governed it.
Aina Veris
Domain-aware RAG framework with A2A agents, MCP server/client support, multi-domain retrieval, tool-assisted inference, and grounded citations.
Pathfinder Rag
Scraper, hybrid BM25/vector retrieval, MCP server, and a multi-hop agent client over the Pathfinder 1e ruleset. Measured end to end.
Pg Rag Slide Generator
Automatic slide deck generator using the power of Postgres as an AI control plane for RAG and MCP
Sukauto
AI-powered market analysis platform that provides in-depth insights acorss multiple business domains.
Obsidian MCP Semantic Metagraph
Obsidian MCP-RAG server for AI agents [Local & Cloud] with full-note, heading-aware semantic retrieval, lexical search, graph navigation, passage provenance, and vault manipulatio…