Vision and multimodal AI tools for image understanding, generation, and processing multiple input modalities.
185 tools
Vision / Multimodal brings together the most relevant AI tools, MCP servers, and developer products for this topic on AgentIndex. It is designed to help you scan the landscape quickly before narrowing options by stars, licenses, freshness, and practical fit.
This page currently includes 185 tools in the category, making it useful for shortlisting open-source options, comparing popular projects, and building an initial evaluation set before deeper product testing.
| Name | Tagline | Category | Stars | License | Updated |
|---|
| ragflowMost PopularTrending··· | 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 | Vision / Multimodal | ★ 85.2k | APACHE-2.0 | 2026-07-16 |
| n8nMost PopularTrending··· | Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. | Vision / Multimodal | ★ 196.7k | NOASSERTION | 2026-07-16 |
| Claude FlowMost PopularTrending··· | The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms. | Vision / Multimodal | ★ 64.7k | MIT | 2026-07-16 |
| ToolJetMost PopularTrending··· | ToolJet is the open-source foundation of ToolJet AI - the AI-native platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀 | Vision / Multimodal | ★ 38.2k | AGPL-3.0 | 2026-07-16 |
| Open InterpreterMost PopularTrending··· | A natural language interface for computers. Lets LLMs run code (Python, Javascript, Shell, etc.) locally on your machine. | Vision / Multimodal | ★ 65.9k | AGPL-3.0 | 2026-07-16 |
| rufloMost PopularMulti-Agent··· | 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code / Codex Integration | Vision / Multimodal | ★ 64.7k | MIT | 2026-07-16 |
| UI-TARS-desktopMost PopularTrending··· | The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra | Vision / Multimodal | ★ 38.0k | Apache-2.0 | 2026-07-01 |
| GPT ResearcherMost PopularTrending··· | An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations. | Vision / Multimodal | ★ 28.3k | Apache-2.0 | 2026-07-14 |
| FlowiseMost PopularTrending··· | Build AI Agents, Visually | Vision / Multimodal | ★ 54.7k | NOASSERTION | 2026-07-16 |
| chrome-devtools-mcpMost PopularTrending··· | Chrome DevTools for coding agents | Vision / Multimodal | ★ 47.0k | Apache-2.0 | 2026-07-16 |
| playwright-mcpMost PopularTrending··· | Playwright MCP server | Vision / Multimodal | ★ 35.2k | Apache-2.0 | 2026-07-15 |
| MeshroomMost PopularTrending··· | Node-based Visual Programming Toolbox | Vision / Multimodal | ★ 12.8k | NOASSERTION | 2026-07-16 |
| mcp-sequentialthinking-toolsTrendingEssential | 🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage. | Vision / Multimodal | ★ 583 | MIT | 2026-07-16 |
| Cherry StudioMost PopularTrending··· | A powerful desktop client for multiple LLMs. Supports local and cloud models. | Vision / Multimodal | ★ 48.7k | AGPLV3 | 2026-07-16 |
| BettaFishMost PopularTrending | Multi-agent opinion analysis assistant. Breaks information bubbles and predicts trends. | Vision / Multimodal | ★ 41.8k | GPL-2.0 | 2026-05-24 |
| XHS-DownloaderMost PopularTrending | 小红书(XiaoHongShu、RedNote)链接提取/作品采集工具:提取账号发布、收藏、点赞、专辑作品链接;提取搜索结果作品、用户链接;采集小红书作品信息;提取小红书作品下载地址;下载小红书无水印作品文件 | Vision / Multimodal | ★ 12.0k | GPL-3.0 | 2026-07-16 |
| rllmTrending | Democratizing Reinforcement Learning for LLMs | Vision / Multimodal | ★ 5.7k | Apache-2.0 | 2026-07-15 |
| ir-simTrending | A Python-based lightweight robot simulator designed for navigation, control, and reinforcement learning | Vision / Multimodal | ★ 1.1k | MIT | 2026-07-16 |
| mcp-server-chartTrending | 🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis. | Vision / Multimodal | ★ 4.2k | MIT | 2026-05-06 |
| inspectorTrending | Visual testing tool for MCP servers | Vision / Multimodal | ★ 10.4k | THE MIT LICENSE | 2026-07-16 |