MCP servers tagged rag
4.8K 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.
io.github.edisontaimu9-ui/chakudya-mcp-server
MCP tools for Malawian food search, clinical nutrition calculators, and RAG-backed guidance.
io.github.koraynar/doc-extract-mcp
Document tooling for AI agents: PDF/text reading, chunking, schema-validated JSON output.
Bybit
Bybit crypto exchange, unified account and Funding wallet balances, open derivatives positions, orde
Poupa AI
Personal finance by Poupa AI. Read balance grouped by bank/category/card/month, transactions filtere
rpf
Read and write RAGE Package Format archives
smry Public Reader
Read and search exact public source URLs with stable paragraph citations.
Open Banking (open-banking.io)
Read-only MCP server for the open-banking.io PSD2 bank API — accounts, balances, transactions.
io.github.physics-star-cat/databutler-provenance
Live trust signals for domains & packages: age, registrar, typosquat resemblance.
ProWebStore
AI-operated knowledge-graph CMS for business websites: entities, pages, blocks, media, domains.
Audio Sonic MCP
Local-first audio analysis: BPM, musical key, production profile, and CLAP vibe embeddings.
URL Normalize
Return origin, host, and path. Query and fragment are dropped.
Cracked
Discover, inspect and run 63,000+ agent tools from one balance. Pay per call, no subscriptions.
GenMagic
Generate text, images, speech, music, and video with any AI model, from one credit balance.
Inpoly
Resolve coordinates against delivery and coverage polygons (geofences).
pw.hubris/hubris-mcp
OpenAI-compatible LLM gateway for Russia, billed in rubles — catalog, balance, chat via MCP.
Chronicle Beta
Open-source RAG system that turns your ChatGPT export into a searchable knowledge base with Claude MCP integration.
NeuronCite
Local, privacy-preserving semantic document search engine with citation verification
Brain AI Memory
Turn MEMORY.md into project-scoped, versioned memory for Codex, Claude Code, and MCP agents across sessions.
Diariz
Self-hosted, multi-user transcription platform: record or upload audio. Speaker-labeled, timestamped transcripts, Recognize speakers across recordings, Summarize, extract action i…
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.
Nextgen AI
AI agent powered by MCP, LangGraph, LangChain, RAG, OpenAI, and PostgreSQL
Autonomous Anomaly Detection And Response Platform
This platform handles the entire lifecycle of an industrial anomaly detection system
AI Agent History Rag MCP
Full featured aggregation of all your AI agents in single vector database for full MCP search.
Wisdomforge
A powerful knowledge management system that forges wisdom from experiences, insights, and best practices. Built with Qdrant vector database for efficient knowledge storage and ret…
Searchless Ngx
Stop searching your documents. Start asking them. Transform Paperless-ngx into a conversational AI assistant using Agentic RAG and the Model Context Protocol (MCP).
HierarchicalClassificationSystem
MCP-Server for hierarchical classification systems in official statics like COICOP, SEA or NACE
AnswerLoops
Agentic support agent for any community. Auto-answers repeat questions in Discord, Slack, Discourse, GitHub, Telegram & email from your own docs with confidence, and escalates the…
Tiny Chat
This is an LLM application with chat functionality, featuring chat using RAG, a database, and MCP server capabilities. The UI is designed for Japanese users.
Wallex MCP Server
MCP server integrates directly with Wallex Exchange | Fetch market data | Check wallet balances | Handle orders | Empower LLM-driven automation and analysis
QuantMinds
QuantMinds Hackathon - RAG Pipeline
Nanohype
Template catalog and SDK for AI subsystems — agents, RAG, MCP servers, eval harnesses, infrastructure. Part of the nanohype ecosystem.
Agent Lexicon
Deterministic terminology layer for AI coding agents: canonical vocabulary, drift detection, CLI + MCP server.
Aleph Docs
Multimodal documentation-aware LLM knowledge system: MCP server + pgvector semantic memory with Ebbinghaus forgetting curve + live 3D viewer. Embeds Markdown, images, video, audio…
Gitlaw
Source-grounded legal research across 5,936 German federal laws — retrieval, citations and reviewable next steps.
Gitbook Downloader
Turn any documentation portal (GitBook, Mintlify, Docusaurus, ReadTheDocs) into LLM-ready Markdown, vector RAG JSONL, llms.txt, and styled offline PDFs. Zero-config CLI, desktop G…
Cortex Agents Infra
The High-Performance, Hardware-Adaptive Knowledge Engine for MCP Agents: Hybrid Graph-RAG & Atomic Concurrency Control.
Agentcamp Amsterdam Mar2026
Azure Agentic workshops
Claude Code For AI Engineers
Open-source preview of *Claude Code for AI Engineers* - a methodology-first skill pack for RAG eval, agent debugging, MCP servers, paper reproduction, and benchmark reporting. Ful…
Rag Server Template
MCP server starter template for exposing RAG retrieval tools with a language-agnostic architecture.
Writing Context Rtfm
A MCP extension built on top of rtfm-ai that it acts as a gatekeeper by taking the agent's task, queries the underlying RTFM index, filters out background noise, and packs only th…
Bdh Graph Harness
Graph-based retrieval for Obsidian vaults with Hebbian synaptic plasticity
Synthetix MCP Tools
MCP server bridging AI agents to Synthetix
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…
Local RAG Backend
This is the backend for a RAG system that runs on Docker Compose. It registers documents in a wide range of file formats, which can be searched using the MCP server.
PyRag
PyRag is an MCP (Model Context Protocol) server that provides AI coding assistants with access to current, comprehensive Python library documentation. It eliminates the frustratio…
WebNexus
A powerful, self-contained web crawling and document search system with state-of-the-art AI capabilities
AI Chatbot
This repository is a research about methodologies to enhanced AI capabilities includes: Tool function calling, MCP and RAG
Pinecone Assistant MCP
Generic MCP server for Pinecone Assistant API with AI-powered RAG, strategic multi-search, YAML-configurable domains, token optimization, and cross-MCP integration. Reference impl…
Chunksilo
Local semantic search over your documents via MCP. pip install, point at your docs, search by meaning.