"How to read an image using software or tools" matching MCP servers:

• How-To-Cook

  xiaobenyang-com

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  An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.

  Last updated 2026-01-09

  5

  1

  Apache 2.0

• image-tools-mcp

  kshern

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  Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image dimensions and compresses images from URLs and local files using the TinyPNG API. It supports converting images to formats like webp, jpeg/jpg, and png, providing detailed information on width, height, type, and compressi

  Last updated 2025-06-26

  2

  14

  8

  MIT

• Software Planning Tool

  NightTrek

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  Facilitates interactive software development planning by managing tasks, tracking progress, and creating detailed implementation plans through the Model Context Protocol.

  Last updated 2025-03-14

  6

  30

  395

  MIT

• Software Planning Tool

  PhilippMT

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  Facilitates software development planning through interactive sessions that break down projects into manageable tasks with complexity scoring, code examples, and implementation plan management.

  Last updated 2025-03-14

  6

  30

  MIT

• MCP Software Engineer

  Rajawatrajat

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  Enables Claude to function as a full-stack software engineer with comprehensive development capabilities including project creation, database management, frontend/backend development, testing, deployment, and DevOps operations across multiple frameworks and technologies.

  Last updated 2025-06-21

• Zhipu Text-to-Image MCP Server

  2716025420

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  Enables text-to-image generation using Zhipu AI's CogView-4 API. Supports generating images from text prompts with configurable size and quality parameters through MCP-compatible clients like Claude Desktop and Cline.

  Last updated 2025-12-07

  7

  MIT

• Software Planning MCP Server

  wang-guanye

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  Provides software development planning tools to help users create implementation plans and manage todo items.

  Last updated 2025-03-14

  3

• Google OR-Tools server

  Jacck

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  MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution

  Last updated 2024-12-26

  18

  MIT

• read-docs-mcp

  ZebraRoy

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  A Model Context Protocol server that enables AI agents to access, search, and understand structured package documentation and source code from Git repositories. It automatically generates specialized tools to browse module overviews, components, and detailed documentation for technical libraries.

  Last updated 2025-06-17

  4

  7

  MIT

• read-website-fast

  just-every

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  Fast, token-efficient web content extraction tool that converts websites to clean Markdown for AI agents, featuring smart caching, content extraction with Mozilla Readability, and polite crawling capabilities.

  Last updated 2026-04-05

  1

  467

  144

  MIT

• Read-Website

  xiaobenyang-com

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  一个快速、高效的网页内容提取工具，将网页转换为干净的Markdown格式，适用于AI代理、IDE和LLM管道。

  Last updated 2026-01-09

  1

  2

  Apache 2.0

• Image MCP Server

  iplanwebsites

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  An MCP server that provides AI image generation capabilities using OpenAI and Replicate APIs with support for customizable prompts and dimensions. It features specialized tools for generating square, landscape, and portrait images through simple natural language commands.

  Last updated 2025-06-16

  5

  11

• Gemini Image MCP

  dfeirstein

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  An MCP server that enables AI image generation, editing, and analysis using Google's Gemini 3.0 models. It supports high-resolution outputs up to 4K, style transfers, and multi-image mixing through specialized tools.

  Last updated 2025-12-15

  3

• image-generator

  devbrother2024

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  image-generator

  Last updated 2025-05-25

• Claude-Read-Outlook

  Zacccck

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  A MCP server for Claude that reads Outlook emails its attachments through the Microsoft Graph API.

  Last updated 2026-04-13

  1

  MIT

• OpenAPI to MCP

  EvilFreelancer

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  A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on their official documentation.

  Last updated 2026-02-21

  10

  16

  MIT

• Smart Image Generator

  shinpr

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  Enables AI assistants to generate and edit images using Google's Gemini 2.5 Flash Image API with intelligent prompt enhancement. Supports text-to-image generation, image editing with natural language instructions, and advanced features like character consistency and multi-image blending.

  Last updated 2026-04-08

  1

  636

  95

  MIT

• MCP Tools

  starzzzzzzzzzzzzzz

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  An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Sent Events) connections with built-in utility tools including echo, time, calculator, and weather query functionality.

  Last updated 2025-05-30

  1

• Swagger to MCP

  suhailtajshaik

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  Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, enabling interaction with any REST API through natural language by loading specs from local files or URLs.

  Last updated 2025-12-05

  MIT

• Z-Image Studio

  iconben

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  A local text-to-image generation server that enables AI agents to generate images, manage models, and browse history using the Z-Image-Turbo model. It supports hardware acceleration across NVIDIA, Apple Silicon, and AMD GPUs via multiple MCP transport protocols.

  Last updated 2026-04-15

  106

  Apache 2.0

• GPT Image MCP Server

  lansespirit

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  An MCP server that enables text-to-image generation and editing using OpenAI's gpt-image-1 model, supporting multiple output formats, quality settings, and background options.

  Last updated 2026-03-11

  55

• Skill-to-MCP

  biocontext-ai

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  Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

  Last updated 2026-02-27

  3

  23

  Apache 2.0

• Ghibli Image Generator MCP

  BACH-AI-Tools

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  Provides access to the Ghibli Image Generator API for creating Ghibli-style images using OpenAI models. It enables users to generate stylized artwork through the ghibli_generate_image tool.

  Last updated 2025-12-07

  2

  MIT

• Gemini Image MCP

  jk7g14

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  Enables image generation and multi-turn editing sessions using the Gemini API within MCP-compatible environments. Users can create, modify, and configure images through natural language commands, supporting features like aspect ratio adjustments and session-based image transformations.

  Last updated 2026-02-09

  5

• Image Analyzer MCP Server

  lucoo01

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  Enables local image analysis using Ollama AI models with complete privacy protection. Supports image content analysis, OCR text extraction, UI design analysis, and batch processing without requiring API keys or uploading data.

  Last updated 2025-10-11

  1

  MIT

• Image-Edit-RMCP

  FactrueSolin

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  Image Edit RMCP is a powerful Model Context Protocol service that provides OpenAI-like image editing capabilities for text-based models. This Rust-based service enables traditional language models to "see" and process images through comprehensive visual understanding tools. The service offers multi

  Last updated 2026-02-07

  1

  MIT

• SeeDream Image MCP

  hongxianzhi

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  Enables AI-powered image generation using Volcano Engine's SeeDream 4.0 model. Supports custom sizes, reference images, and automatic prompt generation without complex prompting.

  Last updated 2026-01-11

  6

  MIT

• MCP Image Validator

  AronMav

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  Enables Claude and other MCP clients to analyze and describe images using the Qwen3-VL vision model (235B parameters) through Ollama Cloud API, supporting multiple image formats without requiring local GPU.

  Last updated 2025-11-03

• Image Description MCP Server

  7etsuo

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  Enables AI assistants to analyze images from URLs or local files using xAI's Grok API. Provides detailed image descriptions, technical metadata extraction, and optical character recognition (OCR) capabilities.

  Last updated 2025-09-15

  7

• Banana Image MCP

  zengwenliang416

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  Enables Claude and other AI assistants to generate high-quality images up to 4K resolution using Google's Gemini image models, with support for flexible aspect ratios, natural language editing, and Google Search grounding for accurate results.

  Last updated 2026-02-27

  4

  11

  MIT

• Youtube To Mp315 MCP Server

  BACH-AI-Tools

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  Enables conversion of YouTube videos to MP3 format through the Youtube To Mp315 API. Supports checking conversion status, retrieving video titles, and asynchronous video-to-audio conversion with customizable quality and time range settings.

  Last updated 2025-12-08

  MIT

• SeeDream Image MCP

  wearzdk

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  Generates high-quality images using Volcano Engine's SeeDream 4.0 model with AI-powered prompt generation. Supports custom dimensions and intelligent reference images for seamless image creation in MCP-enabled clients.

  Last updated 2025-12-06

  2

  18

  MIT

• view-image-mcp

  yamalab

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  Enables Claude Code to display images inline within supported terminals like Ghostty and Kitty using the Kitty graphics protocol on macOS. It allows users to view various image formats including PNG, JPEG, GIF, and WebP directly in the terminal interface.

  Last updated 2026-02-14

  1

• Anything-to-NotebookLM

  joeseesun

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  An MCP server that automates converting diverse content sources like WeChat articles, YouTube videos, and various document formats into AI-generated outputs such as podcasts and slide decks via Google NotebookLM. It integrates specialized tools for web scraping, OCR, and file transformation to facilitate seamless content generation through natural language.

  Last updated 2026-04-10

  748

  MIT

• docs-to-mcp

  fayazara

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  A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances into an MCP server for querying documentation. It enables AI models to search and retrieve relevant information from custom document sets stored in R2 buckets.

  Last updated 2025-12-10

  10

• mcp-image-compression

  InhiblabCore

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  MCP server for local compression of various image formats

  Last updated 2025-06-14

  1

  5

  31

  MIT
• 

  Offorte Proposal Softwareofficial

  offorte

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  Offorte Proposal Software

  Last updated 2026-03-19

  15

  62

  4

  MIT

• MCP Tools

  joehuangcoding

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  A local Model Context Protocol (MCP) server that exposes custom tools to Claude Desktop, enabling direct interaction with your local environment. It provides a framework for building and integrating custom TypeScript tools into the Claude interface.

  Last updated 2026-03-08

  6

  MIT

• AI Image MCP Server

  kareemaly

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  Enables AI-powered image analysis using OpenAI's Vision API and image generation with DALL-E models. Supports image description, content analysis, comparison, editing, and creating variations with intelligent caching.

  Last updated 2025-06-26

  3

  MIT

• mcp-image-downloader

  qpd-v

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  Enables AI assistants to download images from URLs and perform basic image optimization tasks.

  Last updated 2024-12-19

  2

  7

  16

  Apache 2.0

• openai-gpt-image-mcp

  199-mcp

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  An MCP server that enables image generation and editing using OpenAI's DALL-E models with support for text prompts, inpainting, and outpainting. It includes advanced features like automatic aspect ratio mapping and intelligent file management to handle large image payloads.

  Last updated 2025-06-18

  2

  MIT

• Graph-Tools

  dromologue

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  Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.

  Last updated 2025-06-21

• Image Viewer MCP

  itrimble

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  A Model Context Protocol server that enables Claude to display and interact with images from the local filesystem, allowing users to view images directly in conversations and retrieve image metadata.

  Last updated 2025-05-29

  3

  2

• ModelScope Image MCP Server

  zym9863

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  Enables users to generate high-quality images using ModelScope's Qwen-Image model through natural language prompts. Supports async task processing with both image URL and base64 encoded data output options.

  Last updated 2026-03-26

  1

  1

  MIT

• Image Worker MCP

  BoomLinkAi

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  A lightweight MCP server for image processing and cloud uploads that automates resizing, converting, optimizing, and uploading images to services like AWS S3, Cloudflare R2, and Google Cloud Storage.

  Last updated 2025-07-24

  7

  17

  MIT

• text-to-model

  mikan-atomoki

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  Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.

  Last updated 2026-03-16

  65

  1

  MIT

• Banana Image MCP

  xinpengfei520

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  An MCP server that generates high-quality blog cover images using Google Gemini AI and automatically uploads them to Qiniu Cloud storage. It provides automated WebP conversion and compression to deliver optimized CDN URLs for generated images.

  Last updated 2026-03-21

  3

  6

  MIT

• MCP Tools

  dlightyupgrade

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  A modular multi-server architecture providing development automation, JIRA management, and performance reporting for Claude Code. It features specialized tools for PR health analysis, code reviews, and generating comprehensive team and individual quarterly reports.

  Last updated 2025-08-09

• MCP Image Recognition Server

  glasses666

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  Enables image analysis and recognition through multiple LLM vision models (Gemini, GPT-4o, Qwen-VL, Doubao) by accepting image URLs or Base64 data and returning text descriptions or answers to questions about the images.

  Last updated 2025-12-03

  1

• markdown-to-html

  fashionzzZ

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  A Model Context Protocol server that converts Markdown content to HTML format.

  Last updated 2025-06-03

  1

  3,182

  3

  MIT