Directory

Search MCP Servers

Explore 23,068 servers by name, category, or capability

Showing 1–24 of 143 for LLM RAG

Calypso Multimodal RAG

Launch a hosted Gemini File Search true multimodal RAG layer that answers from your PDFs, docs, screenshots, charts, diagrams, help center, FAQs, and images…

Terraform Rag

AI-powered knowledge base for your Terraform modules. Index, search, compose, and audit - all from one place.

Inkeep

Enables Claude to search and retrieve relevant documentation through Inkeep's RAG API, returning structured citation data for technical support and…

Shared Knowledge RAG

Enables AI systems to access and retrieve information from multiple vector store backends including HNSWLib and Weaviate, providing a unified interface for…

Minima

Search and retrieve context from local files for RAG.

LlamaIndex Documentation

Provides a RAG-powered query interface to LlamaIndex documentation, delivering detailed responses with code examples using LlamaCloud's managed index service

mcp-apple-notes

Semantic search and RAG over Apple Notes with on-device embeddings, full CRUD, folder management, and fuzzy title matching. 10 tools. Fully local on macOS.

nexo-brain

Cognitive co-operator for Claude Code — Atkinson-Shiffrin memory, semantic RAG, trust scoring, and metacognitive error prevention.

AWS Knowledge Base

Integrates with AWS Knowledge Bases to retrieve information using Bedrock Agent Runtime, enabling RAG operations with structured metadata for organizational…

DalexorMI

Dalexor MI is an advanced project memory system designed to provide AI coding assistants with **Contextual Persistence**. Unlike standard RAG…

Personal Productivity Agent

Personal Productivity Agent (Python) for Windows. Automates tasks, provides system info, and uses Google Gemini for intelligent Windows Event Log analysis…

TaskChampion MCP

MCP server for Taskwarrior 3.x, TaskChampion, and Timewarrior task management with 35 tools for full task lifecycle, schema validation, role-based permissions…

Word MCP Server

# Word MCP Server Word MCP Server là một ứng dụng Python cho phép tạo và chỉnh sửa tài liệu Microsoft Word (.docx) thông qua API. Dự án này sử dụng FastMCP để…

Touchpoint

Playwright for the entire OS. Give AI agents the ability to see, find, and interact with UI elements in any desktop application — native apps, Electron apps…

local-pdf-rag-mcp

A fully-local MCP server for question-answering over your PDFs. Ask in plain language; Claude retrieves only the relevant passages with page citations…

LLM Gateway

Unified gateway for managing multiple LLM providers with automatic model selection, semantic caching, and cost optimization features for reliable production…