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.
Pikpakdriver
Go CLI and MCP Server for PikPak cloud storage
Simple Secret Storage
End-to-end encrypted secret delivery for LLM agents (MCP server + age-encryption)
Stow
Local MCP server: SQLite FTS5 storage+search for tool output too large to usefully compress.
Gd Scope
MCP server with minimal RAG and semantic search for the Godot Engine. Built to work alongside the popular Ai-Assistant-Hub addon.
Embryo
Binary-mesh: physics-inspired 'deterministic intelligence' — a semantic mesh of binary-encoded code patterns (Go + C core, MCP server, RAG) for autonomous code analysis, vulnerabi…
Obs Studio MCP
MCP server for controlling OBS Studio over obs-websocket v5: scenes, sources, audio, streaming, recording, overlays, stats
Simplifi MCP Rs
Community Rust MCP server for Quicken Simplifi (unofficial). 19 tools: transaction read/search/update/categorize, accounts, balances, recurring detection, CSV export; experimental…
Duxxdb
The database built for AI agents - hybrid vector + BM25 + structured, durable, with RESP / MCP / gRPC servers. Apache 2.0.
Gen AI
Learning MCP GEN AI architecture
Knowshelf
Personal Markdown Book Knowledge Base MCP Service. 个人 Markdown 书籍知识库 MCP 服务。
Agentpool MCP
A shared fix-pool for coding agents with a write-time poisoning shield — every post_solution is screened for prompt-injection and leaked secrets before it can reach a reading agen…
Orion
🎯Building a Production LLM Application
Coding Agent
A coding assistant powered by MCP and uv that provides file management, Python code execution, and package control (add/remove via uv). These tools work independently but integrat…
Engraphy
An MCP server giving AI agents associative memory, modelled on the human mind. The name comes from engraphy, the old memory-science term for laying down an engram, the trace a mem…
Longbook Rag Eval Lab
MCP-enabled evaluation and claim-grounding toolkit for long-document RAG systems - retrieval evaluation (5 methods), claim verification, a local FastAPI app, a local stdio MCP ser…
Hetzer
🛡️ Zero-Plaintext Armor & Secret Interceptor for AI Agents. Sub-2ms DFA Sniffer, AES-256-GCM Grimoire Vault, Git Guard & Universal Skills for Claude, Cursor, AGY, Hermes.
Abacus
Abacus est une application web moderne conçue spécifiquement pour la gestion comptable des associations. Elle offre une interface intuitive et élégante permettant de gérer facilem…
Querymind
MCP server for SQL
Agente De IA Para El Control De Celulas Robotizada ABB Mediante Lenguaje Natural
Agente de IA que combina LLMs, RAG y MCP para controlar una célula robotizada ABB mediante lenguaje natural y consultas sobre documentación técnica.
Rag Runtime Kernel
Persistent memory and deterministic state control for any LLM, in two tiers. Tier 1: a single markdown spec you paste into any chat - no install. Tier 2: a formally-verified Pytho…
PodCodex
Turn any podcast into a searchable knowledge base (transcription, diarization, translation, TTS, RAG).
Advertorial Creation Skill
Claude Code skill that generates high-converting native-feeling editorial advertorials from a conversational brief, with HITL approval at copy/design/images/assembly checkpoints,…
Synapcores Voice Agent
Real, forkable AI voice agent where SynapCores is the brain — caller memory, intent routing, semantic cache, RAG, generation in one database. Browser voice console (Web Speech API…
ANF OneLake AIFoundry
Zero-copy agentic RAG on Azure: Azure NetApp Files → Fabric/OneLake shortcuts → Azure AI Search → AI Foundry agents, with MCP tools and a capital-markets agent architecture. Works…
Ollamabot
Local-first autonomous agent powered explicitly by local models via Ollama. It implements dynamic capability routing to dispatch specialized tasks (such as text chat, vision, audi…
Prbe Knowledge
Self-hosted knowledge engine: ingest your team's tools, hybrid (vector+keyword+graph) retrieval, cited LLM answers.
Claude Vps Setup Prompt
Harden a Hetzner Ubuntu 24.04 VPS with Claude Code: SSH, UFW, fail2ban, updates, and optional Tailscale setup
ContextLedger
Local-first, human-editable memory infrastructure for AI agents. Git for AI memory.
FloatChat
FloatChat is an autonomous AI data pipeline that democratizes oceanography. It leverages an MCP-driven LLM orchestration layer with local vector semantics to translate natural lan…
Research Engine
Reproducible research engine that contests its own findings and logs every source choice.
LangGraph Nexus
A production-style AI assistant built with LangGraph, MCP, RAG, and 8+ tools — all running on Streamlit interface.
TranscriptFetch/mcp-server
Transcripts from YouTube, TikTok, Instagram and podcasts for AI agents, plus YouTube search, channel and playlist listing (official, hosted API behind it).
MONARK
Commit / defer / abstain over a conformal coverage region - not a probability of being right.
Ops Incident Core
Collector-first engineering evidence backend for deterministic ingestion, Qdrant retrieval, cited investigation, readiness reports, workflows, evals, and Core MCP. Azure deploymen…
AgeWell
A RAG-powered clinical reasoning engine for longevity. Translates complex biomarkers into evidence-based health roadmaps using Gemini 2.5 Flash and BGE-M3.
Flashpit Agent
智能座舱 Multi-Agent 系统：端云协同 + 多领域 Agent + 快慢双系统；LLM 只做理解与规划，确定性系统执行车控。
Persistent Memory Stack
Self-hosted memory for Claude, Codex, and MCP AI agents. Carry context across sessions with semantic search, a visual knowledge graph, document evidence, and optional shared knowl…
GrayMatterEnvironment
The Gray Matter suite, developed as one tree: Neuron (persistent semantic memory), NeuRAG (hierarchical knowledge base) and Gray Matter (the MCP gateway that runs them as managed…
1c Help
MCP-сервер поиска по документации 1С:Предприятие 8.3 (синтаксис, язык запросов, конструкции языка) / MCP server for 1C:Enterprise 8.3 docs search (syntax, query language, construc…
Litrag
Grounded RAG over PubMed abstracts with a built-in citation-faithfulness eval that flags hallucinated or unsupported claims. Live corpus ingestion via the PubCrawl MCP server. Lan…
ErrorLogAnalyzer
AI-powered error log analyzer built with .NET 9, Semantic Kernel, and Ollama. Uses an agentic MCP loop to correlate production errors with deployment history, then retrieves relev…
Agentic AI Bootcamp
FUTURE AI Bootcamp on Agentic AI Engineering & Automation — FAST NUCES Islamabad
Delphai
DELPHAI - multi-agent certification-readiness council on Microsoft Foundry (Agents League Battle #2). Real Foundry IQ on Azure AI Search, 11 hosted agents, GO/NEGOTIATE/NO-GO.
Geocheck
AI-search brand-visibility (GEO) checker - CLI + MCP server with a reproducible eval harness
ConciergeGraph
Open-Source Long-Term Memory (LTM) Palace for AI Agents & IDEs (Cursor, Claude Desktop) via MCP.
XfeaturesAthenaeum
One authenticated knowledge and retrieval service for AI agents: D1 facts, R2 documents and AI Search behind a single REST, Workers RPC and MCP interface, with per-caller access c…
Continuitydb
Local-first, provider-neutral context continuity for AI coding agents
Grepogram
Semantic search for your Telegram chats — fully local hybrid retrieval, MCP server + CLI for any AI agent
Web Data MCP
Quality-gated web data for AI agents: MCP server for Apify actors with schema validation, quality scoring, anti-blocking retries, and RAG-ready output
Hello Agents
从0到1原生手搓一个基于 Java 和 Spring Boot 的现代化 AI 智能体（Agent）开发框架