Build retrieval-augmented generation pipelines. Vector stores, embeddings, document loaders, and chunking tools.
Build production RAG systems with your agent
A simple MCP application that delivers curated positive and uplifting news stories.
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
Run Claude Code, Gemini, Codex — or any coding agent — in a clean, isolated sandbox with sensitive data redaction and observability baked in.
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
An official Qdrant Model Context Protocol (MCP) server implementation
A code repository indexing tool to supercharge your LLM experience.
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma
Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG
Ragie Model Context Protocol Server
MCP (Model Context Protocol) server for Weaviate
Store and load JSON documents from LLM tool use
One command. Zero cloud. Your docs stay private.
RAG MCP Registry Finder (RAGMap): subregistry API + MCP server + Firestore ingestion
MCP-сервер для поиска UI-компонентов с использованием RAG на базе LanceDB и GigaChat