RAG MCP servers
RAG MCP servers indexed by Conduid, ranked by trust score. 8.3K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.
Dnd Chronicler
📜 Self-hosted D&D chronicler agent on Claude Code: transcribes multi-hour session recordings, keeps a living campaign wiki, and sends recaps, narrated audio and watercolor scene a…
Deepeval Agent Demo
AI Agent Evaluation POC — DeepEval with LangChain agents, RAG pipelines, multi-turn chatbots & safety evals
Citation Knowledge Agent
Agent that builds a citation knowledge graph from a seed arXiv paper -- discovers references via OpenAlex, classifies them (foundation/baseline/other) with Gemini, and answers que…
Docqa Server
MCP server for document Q&A — the retrieval half of RAG as reusable infrastructure: semantic search over pgvector/SQLite, OpenAI or keyless embeddings, PubMed ingestion, recall-ga…
Codeguard Rag MCP
Evidence-grounded Python defect and vulnerability diagnosis with Hybrid RAG, MCP, ChromaDB, BM25, and RRF.
Aragen Clinical Lab Analyzer
Classifies lab results as Normal, Warning or Critical against their reference ranges in deterministic Python, then uses Gemini to explain why. FastAPI + MCP + React.
Enterprise AI Platform V2
Production-architecture RAG + AI agent platform on a free local stack — PySpark, DuckDB, FAISS, LangGraph, Ollama, FastMCP
Emem Gemini Extension
Shared memory for AI agents working together in the real world.
AI Discovery
AI Search & Discovery tools for WordPress and Joomla by Online Marketing.
Aie3672
A 28-lesson LLM application engineering course: Transformer internals to agent systems. English slide decks.
Rohlik
Rohlik — independent third-party profile of a public API surface, by API Evangelist. Rohlik (Rohlik Group) is a European online grocery service founded in 2014 by Tomáš Čupr and h…
Kbase Agent
企业知识库 + 工具调用 Agent：LangGraph 编排 + 真 MCP(stdio) 工具接入 + RAG 混合检索(RRF) + 两层评测 Harness + SSE 节点级流式 + 节点级 trace/成本可观测
Rag Skills Azure
MCP, RAG and Skills in one Azure agent (Functions MCP server, AI Search, Agent Framework skills), with the governance control per layer. azd up and go.
Gestor
Local Windows system manager built with Rust and Tauri: storage analysis, safe cleanup, CLI and MCP integration.
Novaops Company Brain
Permission-aware AI workflows for onboarding, IT access, vendor intake, and renewals. Python, MCP, Bedrock, durable approvals, and evaluation.
Atomic Memory Kit
Bidirectional atomic memory for agents: compile Markdown knowledge atoms into one context bundle, decompile back, and spotlight what's missing. Zero deps, no embeddings.
AI Code Assistant Showcase
基于 Spring AI、Agent、RAG 与 PGVector 的智能编程学习助手
Tacitdb
Tacit — a provenance-first knowledge engine that self-hosts its own decision records. Rust workspace: core, keeper, MCP host, Python shell.
Acsac ANCHOR
ACSAC artifact for ANCHOR: schema-agnostic CTI knowledge graph construction via hybrid ontology discovery (UCO / STIX / MALOnt). Requested badges: Available, Functional.
Lawagent
Agentic RAG 法规问答：LangGraph Corrective RAG 自反思闭环、MCP 工具化、三层幻觉治理、22题分层评测
Megapedia
Local knowledge base for AI agents - single Go binary, zero deps, tiered L0/L1/L2 retrieval, Chinese tokenization
LLM Engineering Portfolio
Thirteen measured experiments on one RAG pipeline: retrieval evaluation, hallucination defense, prompt injection, MCP, and stateful agents. Every number produced by code in this r…
Supabase Migrate Doctor
CLI that scans repos for legacy Supabase API keys, risk-scores each finding, and explains fixes with citations from Supabase's own docs. Includes an MCP server.
AI Engineer Course
Курс «AI-инженер: от устройства LLM до мультиагентных систем»: устройство LLM, промпты, RAG, LangChain, LangGraph, MCP, агенты
Finco
RAG over SEC EDGAR filings — hybrid BM25 + dense retrieval with rank fusion and cross-encoder reranking. +75% recall@5 over dense-only, with the eval harness that proves it.
AI Act Evidence Desk
Agentic RAG assistant that turns an AI use case into a source-grounded EU AI Act evidence map. Hybrid BM25/TF-IDF retrieval with rank fusion, three-pass self-consistency synthesis…
Autonomous Code Agent
Autonomous coding agent: clones a repo, fixes bugs, opens PRs. LangGraph + MCP + RAG
Shortkit
Agentic-first URL shortener service. Create, manage, and redirect short links with analytics. Plain text API, agent-driven, single Go binary with JSON file storage.
TheoremSearch MCP
MCP wrapper for TheoremSearch (UW Math AI Lab) — semantic search over 9.27M mathematical statements across arXiv, Stacks Project, ProofWiki & more. Includes official remote MCP re…
OKTS
OKT — open knowledge tools; OKTS — tool search and discovery for any agent.
AIzs
基于 Spring AI 的企业级 AI Agent 应用 | RAG混合检索+CRAG纠错 · 双模型智能路由与降级 · Redis记忆持久化 · AI安全防护(Prompt Injection/PII脱敏) · SSE流式心跳 · 全链路可观测性 · RAG评估体系
Alfred Pennyworth
agentic personal secretary with persistent memory, universal MCP tool surface, and local storage
Multi Agent Rag MCP
Production-style multi-agent AI system with LangGraph, hybrid RAG, MCP, self-correction, human approval, observability, and RAGAS evaluation
Docs Rag Assistant
Production-grade RAG assistant over the Model Context Protocol documentation — FastAPI + MCP tools, with reranking, semantic caching, guardrails, PII masking, and hallucination de…
Agentic Patterns
Reference implementations of 12 agentic AI patterns (ReAct, RAG, MCP, guardrails, multi-agent, and more) from canonical form to 2025-2026 research. Runs offline with no API key.
Knowledge Service
Reusable MCP-based knowledge retrieval service with ingestion, Hybrid Retrieval, citations, and collection-based isolation.
Costkits API
Docs, OpenAPI spec, and integration examples for the CostKits healthcare cost API — estimates, provider pricing, coverage rules, bill analysis
Ragmesh
Retrieval as a mesh of MCP services — an agentic RAG platform built with LangGraph. Provider-agnostic (OpenAI / Anthropic / Bedrock), eval-gated, production-shaped.
Agentshield LLM Safety Engine
Local-first LLM safety evaluation engine for red-teaming RAG and agentic assistants with LangGraph, MCP, human review, and regression testing.
Clinical Agent Eval Demo
A deployment layer for a guardrailed clinical conversational agent: real FHIR over MCP, PHI redaction, a hash-chained audit trail, and an evaluation harness measured on held-out d…
AI SDLC PIPELINE
Multi-agent SDLC pipeline (Requirements→Design→Codegen→QA→Deploy) with human approval gates at every stage. Real GitHub OAuth, AST-aware code chunking (tree-sitter, 11 languages)…
Nexora
Agent-native data layer — SQLite by default, Postgres when you need scale, 38 MCP tools, structured memory, webhooks, data import/export
Pharmacovigilence Agent
[SUPERSEDED — see virtualryder/pharmacovigilance_agent] Original bespoke pharmacovigilance agent. The maintained, template-based version lives at github.com/virtualryder/pharmacov…
Acme Context Demo
Grounding AI systems in real organizational context — a runnable ACME Corp walkthrough using MCP + Open Knowledge Format (OKF v0.2). Companion to the GDG Providence session.
Serverless Agentic AI Travel Agent
Production-grade serverless agentic AI built with Strands SDK, Bedrock, and AWS. Multi-tool orchestration, persistent memory, RAG, MCP, and secure API.
Harness Agent
Enterprise parts-procurement Agent built with LangGraph, DeepAgents, MCP and sandbox isolation
Vault Rag
Local hybrid RAG service for Obsidian vaults - MCP + REST, fail-closed secrets gate
Chroma Cut
Preserve anti-aliased outlines while cutting chroma-backed game assets. CLI + MCP + Codex plugin.
Patchouli Lib
An open-source knowledge library for people and agents.
Nexus Rag
Hybrid RAG system with MCP server — 0.90 RAGAS faithfulness, 0.96 context precision, 91 tests