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Tools for OCR and Analyzing Text and Content in Images

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  • Why this server?

    Offers image search and cross-modal search, fitting the need for understanding images and potentially linking them to related information.

    Jina AI MCP Server

    Sheshiyer
    -
    security
    A
    license
    -
    quality
    Enables semantic search, image search, and cross-modal search functionalities through integration with Jina AI's neural search capabilities.
    1
    JavaScript
    MIT License

  • Why this server?

    Extracts images from URLs or base64 data and converts them into a format suitable for LLM analysis, preparing images for further processing.

    MCP Image Extractor

    ifmelate
    Verified
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that extracts images from URLs or base64 data and converts them into a format suitable for LLM analysis, allowing AI models to process and understand visual content.
    3
    MIT License

  • Why this server?

    Offers browser automation, including taking webpage screenshots, which is helpful for capturing images from websites.

    Browser Use Server

    ztobs
    A
    security
    F
    license
    A
    quality
    Enables browser automation using Python scripts, offering operations like taking webpage screenshots, retrieving HTML content, and executing JavaScript.
    4
    15
    Python
    • Linux

  • Why this server?

    Captures full-page screenshots of local HTML files, enabling image-based understanding of web pages.

    MCP File Preview Server

    seanivore
    Verified
    A
    security
    A
    license
    A
    quality
    Provides HTML file preview and analysis capabilities. This server enables capturing full-page screenshots of local HTML files and analyzing their structure.
    2
    8
    JavaScript
    MIT License

  • Why this server?

    Enables browser automation, allowing for webpage screenshots to be taken which is helpful when dealing with images.

    MCP-Server-Playwright

    Automata-Labs-team
    A
    security
    A
    license
    A
    quality
    Enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment
    10
    327
    85
    JavaScript
    MIT License
    • Apple

  • Why this server?

    Provides document processing, including the processing of document images, which is essential for OCR and understanding image content.

    MCP Docling Server

    zanetworker
    -
    security
    A
    license
    -
    quality
    A server that provides document processing capabilities using the Model Context Protocol, allowing conversion of documents to markdown, extraction of tables, and processing of document images.
    6
    Python
    MIT License
    • Linux
    • Apple

  • Why this server?

    Specifically provides OCR capabilities to read text from images and PDFs, addressing the core requirement.

    mcp-mistral-ocr

    everaldo
    -
    security
    F
    license
    -
    quality
    OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
    10
    Python
    • Linux

  • Why this server?

    Provides image generation, modification, and processing capabilities, which are helpful for analyzing and transforming images.

    Image Toolkit MCP Server

    Kira-Pgr
    -
    security
    A
    license
    -
    quality
    A server that provides AI-powered image generation, modification, and processing capabilities through the Model Context Protocol, leveraging Google Gemini models and other image services.
    6
    Python
    MIT License
    • Linux
    • Apple