RAG / Knowledge Base (2026)
Retrieval-Augmented Generation tools and knowledge base frameworks for building accurate AI systems.
238 tools
| Name | Tagline | Category | Stars | License | Updated |
|---|
Retrieval-Augmented Generation tools and knowledge base frameworks for building accurate AI systems.
238 tools
| Name | Tagline | Category | Stars | License | Updated |
|---|
| mindsdbMost PopularTrending··· | Federated Query Engine for AI - The only MCP Server you'll ever need | RAG / Knowledge Base | ★ 39.2k | NOASSERTION | 2026-05-28 |
| Brave Search MCPMost PopularTrending··· | Allow your AI Agent to search the real-time internet using Brave Search API. Essential for getting up-to-date information. | RAG / Knowledge Base | ★ 86.5k | MIT | 2026-05-28 |
| TrendRadarMost PopularTrending··· | ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。 | RAG / Knowledge Base | ★ 58.6k | GPL-3.0 | 2026-05-27 |
| 1PanelMost PopularTrending··· | 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. | RAG / Knowledge Base | ★ 35.7k | GPL | 2026-05-29 |
| agents-towards-productionMost PopularTrending··· | This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for real-world launches. | RAG / Knowledge Base | ★ 20.5k | NOASSERTION | 2026-05-23 |
| Pydantic AIMost PopularTrending··· | GenAI Agent Framework, the Pydantic way. A Python agent framework designed for production with type safety at its core. | RAG / Knowledge Base | ★ 17.4k | MIT | 2026-05-29 |
| pal-mcp-serverMost PopularTrending··· | The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one. | RAG / Knowledge Base | ★ 11.6k | APACHE | 2025-12-15 |
| BotSharpTrendingEssential | AI Multi-Agent Framework in .NET | RAG / Knowledge Base | ★ 3.1k | Apache-2.0 | 2026-05-29 |
| sreTrendingEssential | The SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime for agentic AI. Secure, modular, and production-ready, it lets developers build, run, and manage intelligent agents across local, cloud, and edge environments. | RAG / Knowledge Base | ★ 1.3k | MIT | 2026-04-03 |
| MCP-NestTrendingEssential | A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts. | RAG / Knowledge Base | ★ 656 | MIT | 2026-05-23 |
| serenaMost PopularTrending··· | A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & other integrations) | RAG / Knowledge Base | ★ 24.7k | MIT | 2026-05-28 |
| n8n-mcpMost PopularTrending | A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you | RAG / Knowledge Base | ★ 21.4k | MIT | 2026-05-23 |
| keepMost PopularTrending··· | The open-source AIOps and alert management platform | RAG / Knowledge Base | ★ 11.9k | NOASSERTION | 2026-05-28 |
| PocketFlowTrendingEssential | Pocket Flow: 100-line LLM framework. Let Agents build Agents! | RAG / Knowledge Base | ★ 10.7k | MIT | 2026-03-27 |
| chinese-llm-benchmarkTrendingEssential | ReLE评测：中文AI大模型能力评测（持续更新）：目前已囊括335个大模型，覆盖chatgpt、gpt-5.2、o4-mini、谷歌gemini-3-pro、Claude-4.5、文心ERNIE-X1.1、ERNIE-5.0-Thinking、qwen3-max、百川、讯飞星火、商汤senseChat等商用模型， 以及kimi-k2、ernie4.5、minimax-M2、deepseek-v3.2、qwen3-2507、llama4、智谱GLM-4.6、gemma3、mistral等开源大模型。不仅提供排行榜，也提供规模超200万的大模型缺陷库！方便广大社区研究分析、改进大模型。 | RAG / Knowledge Base | ★ 6.1k | — | 2026-05-23 |
| FinnewsHunterTrendingEssential | FinnewsHunter: Multi-agent financial intelligence platform powered by AgenticX. Real-time news analysis, sentiment fusion, and alpha factor mining. | RAG / Knowledge Base | ★ 1.4k | Apache-2.0 | 2026-01-13 |
| gemini-mcp-toolTrendingEssential | MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding | RAG / Knowledge Base | ★ 2.2k | MIT | 2026-05-28 |
| atlas-mcp-serverTrendingEssential | A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research. | RAG / Knowledge Base | ★ 474 | APACHE | 2025-07-22 |
| datTrending | Asking yours data in a natural language way through pre-modeling (data models and semantic models). | RAG / Knowledge Base | ★ 251 | Apache-2.0 | 2025-12-26 |
| telegram-searchTrending | 🔍 导出并模糊搜索 Telegram 聊天记录 | Export and fuzzy search your Telegram chat history | RAG / Knowledge Base | ★ 3.9k | AGPL-3.0 | 2026-05-29 |
