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MCP servers tagged ragas
19 live MCP servers tagged "ragas", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ragas.
Knowify
Agentic RAG chatbot with hybrid retrieval (BM25 + dense), cross-encoder reranking, and a self-correcting retry loop. Long-term memory, MCP client/server support, and RAGAS-evaluat…
Zul Utilities
Python toolkit for AI apps: RAG evaluation with ragas, a computer-vision boilerplate, adapters for LangChain, OpenCV, RF-DETR and Milvus, and an MCP server for code assistants. Do…
Rag Forge
Production-grade RAG pipelines with evaluation baked in
Knowflow
Retrieval with an evaluation loop, exposed as six MCP tools
Resilio
AI cybersecurity advisor for SMBs - LangGraph ReAct agent with RAG over NIST CSF / SP 800-53 / CIS Controls v8, MCP HTTP server, Langfuse tracing, RAGAS eval.
Ecomm Assistant
Agentic RAG e-commerce assistant with self-grading retrieval and web-search fallback — LangGraph, MCP, AstraDB, FastAPI, EKS
Irishpulse
Multi-agent EU AI Act compliance system for Irish SMEs. LangGraph orchestrator routes queries across 3 specialist agents (ReAct, RAG, Tree-of-Thought). ChromaDB + BM25 hybrid retr…
Finora
Production-grade AI equities intelligence for NRI and global investors.
Chunktuner
Benchmark chunking strategies for your RAG corpus. Get a recommended config. CLI, Python library, and MCP server.
Enterprise AI Support Agent
Production-shaped agentic AI customer support platform: LangGraph + Gemini agent, RAG over Chroma, MCP tool calling, JWT auth, RAGAS eval dashboard, Prometheus/Grafana observabili…
Medsignal
Multi-agent RAG system for querying 1,500+ Phase 2/3 clinical trials via natural language. LangGraph 4-agent pipeline (Router → NER → Hybrid Retrieval → TAPAS Table QA → Groq synt…
RAGv2 Agentic RAG
Agentic RAG assistant for a personal Obsidian vault — LangGraph ReAct agent, hybrid search (BM25+dense+reranker), MCP tools, LLM gateway with fallback, Langfuse tracing.
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…
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…
Nexus Rag
Hybrid RAG system with MCP server — 0.90 RAGAS faithfulness, 0.96 context precision, 91 tests
Rag Agent Docs Assistant
LLM 프레임워크 공식 문서 기반 RAG QA 시스템 + LangGraph 코딩 어시스턴트 에이전트
Agentic Rag Assistant
Production-grade RAG over arXiv AI/ML papers — LangGraph, hybrid retrieval + cross-encoder re-rank, RAGAS eval, Langfuse observability.
End2End Document Portal
End2End-Document-Portal → FastAPI RAG service over PDFs — LangChain LCEL, FAISS, config-driven model swapping, deployed on AWS ECS.
Reconmind
Multi-agent, RAG-powered copilot that investigates data pipeline incidents (key drift, duplicate submissions, schema drift, volume anomalies) and writes the incident report.