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

MCP server for OCR.space API to extract text from images and PDFs, with tools for file, URL, automatic oversized handling, and language support.

Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, and more. Pay per call via x402 USDC.

Converts local images or remote image URLs to Base64 format via the MCP protocol, enabling AI assistants to process images.

Enables MCP clients like Claude Code to extract text from images, screenshots, and scanned documents via PaddleOCR PP-OCRv6.

Generates and transforms images using Google's Gemini model through the MCP protocol, enabling AI assistants to create high-quality images from text prompts.

Bridges vision models to text-only coding models using Florence-2, enabling non-vision LLMs to describe images, extract text, and analyze screenshots via MCP tools.

Generates images from text prompts using ElevenLabs' image generation API via browser automation, with support for multiple models and persistent authentication.

Enables generating images through SmartAPI's image generation endpoint directly from Codex, saving files locally.

Enables MCP clients such as Claude Code to generate images from text prompts, optionally guided by reference images, through a single generate_image tool that uses the OpenAI Images API when configured and automatically falls back to Qwen-Image 2.1 on a local ComfyUI server.

MCP server for the company image2 text-to-image API, enabling AI tools to generate images directly from text prompts.

Enables MCP clients to generate images from text and edit or composite up to 16 input images with optional masks, choosing among several image models and quality/size/format options on each call. Generated results are saved to disk as file paths or returned inline for preview, with unsupported parameters and retired models rejected locally before any paid request.

An MCP server that generates and edits images using OpenAI's GPT Image model, allowing users to create images from text descriptions and edit existing images through natural language.

MCP server that grants text-only LLMs like DeepSeek the ability to 'see' images by leveraging a Cursor agent to convert images into text descriptions.

An MCP server that allows AI models to generate images from text prompts and describe images using Cloudflare Workers AI models.

Enables MCP-compatible coding agents to generate and edit images from text prompts or local files, returning both a saved file path and an inline image block. Supports up to four sequential images per call, model listing, and one-command setup across OMP, Codex, Claude Code, Cursor, and opencode.

Bridges a vision model to enable text-only models like DeepSeek to describe images, extract text, and compare images via MCP tools.

Enables Claude Code to describe images and extract text using Kimi/Moonshot vision API. Supports local image files with customizable prompts.

Enables AI agents to analyze images, extract text, compare images, and analyze video through any OpenAI-compatible vision model.

Enables MCP clients to extract validated typed records from unstructured text using named schemas, with schema listing and extraction tools. It returns validated JSON or tool errors, optionally using an offline parser or an OpenAI-compatible model with retries on validation failures.

A universal vision MCP server that enables Claude Code and Claude Desktop to describe images, extract text, and answer questions about images by converting visual content to text via multiple AI providers.