Image Understanding

Screenshot capture, AI analysis, OCR, visual regression testing, token compression — headless server + MCP tools for AI coding CLIs

MCP server that gives text-only AI agents image understanding via vision APIs

Token-efficient vision capability layer for MCP clients (describe / OCR / inspect)

UI structure extractor for text-only LLMs - pure Go binary, offline, CGO_ENABLED=0, MCP-native

Multi-provider vision MCP server for image recognition (OCR, scene description, chart extraction). Supports Qwen-VL, OpenAI, Gemini, Claude, OpenRouter, Ollama and any OpenAI-compatible endpoint.

MiniMax MCP tools for pi - Web search and image understanding via MiniMax's Model Context Protocol

A generic MCP server that lets a text-only LLM agent 'see' images by sending them to any OpenAI-compatible multimodal model (e.g. gpt-4o, glm-4.6v, qwen-vl).

Give AI agents eyes and hands on macOS — screenshot, OCR, click, type through the Model Context Protocol

A secure MCP vision bridge for text-only coding agents.

🪟 Darbot Windows MCP - Professional Windows desktop automation server for AI agents via Model Context Protocol (MCP). Control Windows like a human with 15 powerful tools. Includes Python dependencies, UV, and VS Code configuration.

MCP server for accurate screenshot coordinates with small, fast vision models.

Universal MCP server that gives AI assistants the ability to watch and understand videos — extracts frames via ffmpeg and processes audio via multiple backends

Identifies biological species, returning Latin names with confidence scores.

MCP server providing multimodal vision capabilities via OpenAI-compatible APIs (Go native binary)

An MCP-compatible email sender server that sends emails using the nodemailer library.

An MCP server that gives vision capabilities to any LLM. It accepts images (file paths, URLs, or base64) and sends them to a vision-capable LLM, returning text descriptions that non-vision LLMs can use.

MCP server for Moondream AI vision API with caption, query, detect, point, and segment capabilities

MCP server for OpenRouter providing text chat and image analysis tools

MCP Server that gives DeepSeek (and other text-only LLMs) vision capability via third-party OpenAI-compatible vision APIs

DeepEye - 为纯文本大模型提供视觉能力的 MCP Server（图像描述 / OCR / 视觉问答）