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Vision / Multimodal

Vision / Multimodal (2026)

Vision and multimodal AI tools for image understanding, generation, and processing multiple input modalities.

188 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 188 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.

NameTaglineCategoryStarsLicenseUpdated
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ragflow logo
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 LLMsVision / Multimodal★ 85.4kAPACHE-2.02026-07-19
n8n logo
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★ 197.1kNOASSERTION2026-07-19
Claude Flow logo
Claude FlowMost PopularTrending···The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms.Vision / Multimodal★ 65.2kMIT2026-07-19
ToolJet logo
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★ 38.2kAGPL-3.02026-07-19
Open Interpreter logo
Open InterpreterMost PopularTrending···A natural language interface for computers. Lets LLMs run code (Python, Javascript, Shell, etc.) locally on your machine.Vision / Multimodal★ 66.8kAGPL-3.02026-07-18
ruflo logo
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 IntegrationVision / Multimodal★ 65.2kMIT2026-07-19
UI-TARS-desktop logo
UI-TARS-desktopMost PopularTrending···The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent InfraVision / Multimodal★ 38.1kApache-2.02026-07-01
GPT Researcher logo
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★ 28.4kApache-2.02026-07-18
Flowise logo
FlowiseMost PopularTrending···Build AI Agents, VisuallyVision / Multimodal★ 54.7kNOASSERTION2026-07-17
chrome-devtools-mcp logo
chrome-devtools-mcpMost PopularTrending···Chrome DevTools for coding agentsVision / Multimodal★ 47.2kApache-2.02026-07-19
playwright-mcp logo
playwright-mcpMost PopularTrending···Playwright MCP serverVision / Multimodal★ 35.3kApache-2.02026-07-15
Meshroom logo
MeshroomMost PopularTrending···Node-based Visual Programming ToolboxVision / Multimodal★ 12.8kNOASSERTION2026-07-18
mcp-sequentialthinking-tools logo
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★ 583MIT2026-07-18
Cherry Studio logo
Cherry StudioMost PopularTrending···A powerful desktop client for multiple LLMs. Supports local and cloud models.Vision / Multimodal★ 48.8kAGPLV32026-07-19
BettaFish logo
BettaFishMost PopularTrendingMulti-agent opinion analysis assistant. Breaks information bubbles and predicts trends.Vision / Multimodal★ 41.8kGPL-2.02026-05-24
XHS-Downloader logo
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★ 12.0kGPL-3.02026-07-19
rllm logo
rllmTrendingDemocratizing Reinforcement Learning for LLMsVision / Multimodal★ 5.7kApache-2.02026-07-19
ir-sim logo
ir-simTrendingA Python-based lightweight robot simulator designed for navigation, control, and reinforcement learningVision / Multimodal★ 1.1kMIT2026-07-19
mcp-server-chart logo
mcp-server-chartTrending🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.Vision / Multimodal★ 4.2kMIT2026-05-06
inspector logo
inspectorTrendingVisual testing tool for MCP serversVision / Multimodal★ 10.4kTHE MIT LICENSE2026-07-19
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