"How to extract text from images" matching MCP servers:

• 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

• Video to Text MCP Server

  strzhao

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  Enables downloading videos from platforms like YouTube and converting them to text using OpenAI Whisper and ffmpeg. It supports multiple output formats including TXT, JSON, SRT, and VTT for transcriptions.

  Last updated 2026-01-13

  2

  1

• Open AI Text To Speech1 MCP

  BACH-AI-Tools

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  Enables users to convert text into high-quality audio by accessing the OpenAI Text-to-Speech API. It supports customizable model selection and voice options for synthesized speech generation via the MCP protocol.

  Last updated 2025-12-07

  1

  MIT

• MCP Screen Text

  ikhide

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  Provides screen capture and optical character recognition (OCR) capabilities for entire displays or specific application windows. It enables users to list running applications, take screenshots, and extract text from images using multi-language support.

  Last updated 2025-07-05

  5

  1

• Text-to-SQL MCP Server

  tmstack

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  A secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.

  Last updated 2025-10-17

  14

• Extract-Image

  xiaobenyang-com

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  The MCP server offers the function of extracting images from local files and urls and converting them to base64 format, which is suitable for LLM analysis.

  Last updated 2026-01-09

  3

  2

  Apache 2.0

• MCP Server - Images

  rmrfslashbin

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  A Model Context Protocol server that enables AI-powered image generation through Stability AI and Black Forest Labs APIs, allowing users to create images from detailed text prompts with customizable settings and comprehensive metadata tracking.

  Last updated 2025-07-19

  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

• Text-to-GraphQL MCP Server

  Arize-ai

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  Converts natural language queries into valid GraphQL queries and executes them against GraphQL APIs. Includes schema introspection, query validation, execution with authentication, and query history tracking.

  Last updated 2026-02-11

  23

• ElevenLabs Text-to-Speech MCP

  georgi-io

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  Integrates ElevenLabs Text-to-Speech capabilities with Cursor through the Model Context Protocol, allowing users to convert text to speech with selectable voices within the Cursor editor.

  Last updated 2025-03-25

  1

• stock-images-mcp

  jeanpfs

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  MCP server to search and download stock images from Pexels, Unsplash, and Pixabay

  Last updated 2026-02-11

  2

  21

  1

  MIT

• Azure AI Image Editor MCP

  satomic

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  Enables text-to-image generation and image editing using Azure AI Foundry models. Supports generating high-quality images from text descriptions and modifying existing images through natural language prompts.

  Last updated 2025-11-13

  1

• Kokoro Text to Speech MCP

  mberg

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  A server that generates MP3 audio files from text using Kokoro TTS technology with optional S3 upload capabilities.

  Last updated 2025-09-12

  1

  76

  Apache 2.0

• MCP Image Gen

  Legorobotdude

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  Generates images from text prompts using Google's Gemini AI models with customizable aspect ratios and resolutions up to 4K, automatically saving images locally.

  Last updated 2026-02-27

  81

  1

• MCP Invoice

  nfshanq

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  A Python MCP server for invoice and receipt processing that uses OCR technology to extract data from PDFs and images, offering AI assistants the ability to process, extract text from, and merge invoice documents.

  Last updated 2025-03-27

  2
• 

  Textin MCP Serverofficial

  intsig-textin

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  A server that enables OCR capabilities to recognize text from images, PDFs, and Word documents, convert them to Markdown, and extract key information.

  Last updated 2025-06-10

  3

  10

  28

  MIT

• OCR MCP Service

  qiao-925

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  Enables AI agents to recognize and extract text from images using PaddleOCR, supporting both file paths and base64 input with structured results including confidence scores and text positions.

  Last updated 2026-03-15

  2

• GPT Image 1 MCP

  CLOUDWERX-DEV

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  A Model Context Protocol server that enables generating and editing images using OpenAI's gpt-image-1 model, allowing AI assistants to create and modify images from text prompts.

  Last updated 2025-05-07

  2

  48

  18

  MIT

• Image Generation MCP Server

  mikeyny

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  Enables users to generate images from text prompts using Replicate's model, with configurable parameters and full MCP protocol compliance.

  Last updated 2025-02-03

  1

  127

• URL Text Fetcher MCP Server

  billallison

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  Enables AI models to fetch text content from URLs, extract links from web pages, and search the web using Brave Search with automatic content retrieval from top results. Provides comprehensive web scraping and search capabilities with robust error handling.

  Last updated 2025-08-09

  5

  1

  MIT

• Gemini Image Generator MCP

  qhdrl12

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  Allows AI assistants to generate and transform high-quality images from text prompts using Google's Gemini model via the MCP protocol.

  Last updated 2026-03-15

  3

  30

  MIT

• Image Generation MCP Server

  sarthakkimtani

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  A Model Context Protocol server that enables generation of high-quality images using the Flux.1 Schnell model via Together AI, allowing users to create images from text prompts with customizable dimensions.

  Last updated 2025-03-11

  1

  18

  MIT

• Together AI Image Server

  zym9863

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  A MCP server that enables Claude and other MCP-compatible assistants to generate images from text prompts using Together AI's image generation models.

  Last updated 2026-03-19

  4

  MIT

• Gemini OCR MCP Server

  WindoC

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  Provides OCR services powered by Google's Gemini API to extract text from images via file paths or base64 strings. It enables high-accuracy text recognition and CAPTCHA processing through simple MCP tools.

  Last updated 2025-07-03

  4

• URL Text Fetcher MCP Server

  alexandru2882

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  Enables fetching visible text content and extracting all links from web pages through URL requests. Designed specifically for LM Studio integration to provide web scraping capabilities.

  Last updated 2025-08-12

  2

  1

• Image Generation MCP Server

  adithyalabs-ind

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  An integration server that connects to gpt-image-1 and Gemini imagen4 models, allowing users to generate high-quality images from text descriptions via simple API endpoints.

  Last updated 2025-07-14

• 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

• MCP Browser Text Reader

  Tikous

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  Controls a real Chrome browser to navigate web pages and extract text content with flexible options including CSS selectors, multiple text extraction types, and intelligent waiting mechanisms for dynamic content.

  Last updated 2025-07-04

  7

• Google Images Search MCP

  srigi

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  MCP server for searching images with Google

  Last updated 2025-08-02

  2

  17

  11

  MIT

• Nanana AI Image Generation

  nanana-app

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  Enables AI assistants to generate images from text prompts and transform existing images using Google Gemini's nano banana model through the Nanana AI service. Supports both text-to-image generation and image-to-image transformation capabilities.

  Last updated 2025-10-12

  2

  70

  8

  MIT

• MCP Web Scraper

  navin4078

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  A lightweight web scraping server that allows Claude Desktop users to extract various types of data from websites, including text, links, images, tables, headlines, and metadata using CSS selectors.

  Last updated 2025-06-10

  4

• Image Generation MCP Server

  GongRzhe

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  Provides image generation capabilities for Claude using the Replicate Flux model, allowing users to create images from text prompts with customizable parameters like aspect ratio and output format.

  Last updated 2025-04-15

  1

  38

  51

  MIT

• SVT Text-TV MCP Server

  isakskogstad

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  Provides access to Swedish Text-TV content from SVT including news, sports, weather forecasts, and TV schedules through the Model Context Protocol.

  Last updated 2025-12-02

  2

• Averra Extract MCP

  Swwyymm

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  MCP server for Averra Extract — lets AI agents like Claude, Cursor, and ChatGPT convert any webpage into clean, LLM-ready Markdown.

  Last updated 2026-04-11

  5

  697

  MIT

• Voice to Text MCP Server

  gongjiaben

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  A powerful speech-to-text MCP server that supports multiple audio formats and recognition engines including remote APIs (Bailian, OpenAI Whisper, iFLYTEK), Google Speech Recognition, and CMU Sphinx.

  Last updated 2025-07-12

  1

• Text to Speech MCP Server

  JosefGold

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  Enables agents to convert text to speech using OpenAI's TTS models with voice selection, delivery instructions, and queue-based audio playback. Supports both blocking and non-blocking modes for flexible audio generation and playback control.

  Last updated 2025-09-01

  3

  BSD 3-Clause

• Flux Image MCP Server

  ckz

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  Provides image generation capabilities using the Flux Schnell model on Replicate, allowing users to create images from text prompts.

  Last updated 2025-03-02

  2

  MIT

• MCP fal.ai Image Server

  madhusudan-kulkarni

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  Enables AI-powered image generation from text prompts using fal.ai models directly within IDEs. Supports multiple models, customizable parameters, and saves generated images locally with accessible file paths.

  Last updated 2025-07-17

  1

  22

  2

  MIT

• Opengraph io MCP

  securecoders

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  MCP server for the OpenGraph.io API -- extract OG metadata, capture screenshots, scrape pages, query sites with AI, and generate branded images with iterative refinement.

  Last updated 2026-04-08

  9

  32

  1

  ISC

• OpenAI Image Generation MCP

  IncomeStreamSurfer

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  Provides tools for generating and editing images using OpenAI's gpt-image-1 model via an MCP interface, enabling AI assistants to create and modify images based on text prompts.

  Last updated 2025-04-29

  15

  Apache 2.0

• Image-Gen-Server

  fengin

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  A MCP server that integrates with Cursor IDE to generate images based on text descriptions using JiMeng AI, allowing users to create and save custom images directly within their development environment.

  Last updated 2025-07-17

  219

  MIT

• Clipboard to Supabase MCP

  martinbowling

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  A local agent that monitors your system clipboard, automatically uploads copied images to Supabase Storage, and replaces the clipboard content with the public URL for immediate sharing.

  Last updated 2025-05-10

  2

  2

• ParseJet - Universal File &

  yooumuu

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  Parse any file or URL into structured text. Extract text from PDF, DOCX, YouTube, web pages, images, and 25+ formats via one API. Tools: parse_url, parse_file, get_youtube_transcript.

  Last updated 2026-03-21

  3

  4

  MIT

• mcp-text-editor

  tumf

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  A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

  Last updated 2026-03-17

  6

  185

  MIT

• Figma to React Native MCP

  kailashAppDev

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  Converts Figma designs to React Native components, allowing users to extract components from Figma designs and generate corresponding React Native components with proper typing and styling.

  Last updated 2025-03-24

  3

  191

  8

• Textra Japanese to English

  hokupod

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  Translates Japanese text into English using the Textra API service, enabling LLMs with limited Japanese understanding to process Japanese instructions.

  Last updated 2025-04-20

  1

  MIT

• mcp-pageshot

  coffee-fuelled-code

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  Paste a URL to see exactly how it renders as a social card on Twitter, LinkedIn, Facebook, and Slack. Generate custom OG images from templates.

  Last updated 2026-03-31

  MIT

• MCP for IIIF Images

  mikeapp

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  Provides tools to fetch IIIF manifests and retrieve specific image regions or scaled images for analysis. This server enables detailed interaction with International Image Interoperability Framework resources, supporting tasks like image description and transcription.

  Last updated 2025-07-24

  3

  5

  MIT

• Qwen3-VL Video Understanding

  adamanz

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  Enables AI agents to analyze, summarize, and extract text from videos and images using the Qwen3-VL-8B-Instruct model deployed on Blaxel. It supports media analysis via URL, including video Q\&A and speech transcription capabilities.

  Last updated 2025-11-30

  7

• 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