"Optical Character Recognition (OCR) tools and services" matching MCP servers:

• MCP Character Tools

  Aaryan-Kapoor

  A

  license

  A

  quality

  B

  maintenance

  Provides 14+ character-level text analysis tools that give LLMs the ability to accurately count letters, analyze individual characters, and work with text at the character level—overcoming tokenization limitations.

  Last updated 2025-12-13

  14

  5

  3

  MIT

• OCR-MCP

  sandraschi

  A

  license

  -

  quality

  F

  maintenance

  Provides advanced OCR capabilities with multiple state-of-the-art backends (DeepSeek-OCR, Florence-2, DOTS.OCR, PP-OCRv5), supporting document processing, scanner integration, and multi-format output with layout preservation.

  Last updated 2026-03-19

  10

  MIT

• Handwriting OCR MCP Server

  Handwriting-OCR

  F

  license

  -

  quality

  D

  maintenance

  Enables integration between MCP clients and the Handwriting OCR service, allowing users to upload images and PDF documents, check processing status, and retrieve OCR results as Markdown.

  Last updated 2025-03-09

  15

• MCP Image Recognition Server

  mario-andreschak

  A

  license

  A

  quality

  C

  maintenance

  Provides image recognition capabilities using Anthropic Claude Vision and OpenAI GPT-4 Vision APIs, supporting multiple image formats and offering optional text extraction via Tesseract OCR.

  Last updated 2025-04-12

  3

  37

  MIT

• mcp-mistral-ocr

  everaldo

  A

  license

  -

  quality

  C

  maintenance

  OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)

  Last updated 2026-02-21

  37

  MIT

• MCP OCR Server

  rjn32s

  A

  license

  -

  quality

  B

  maintenance

  Extracts text from images using Tesseract OCR with support for local files, URLs, and raw image bytes. It provides production-grade OCR capabilities and multi-language support through the Model Context Protocol.

  Last updated 2026-01-18

  35

  MIT

• mcp-services

  san-npm

  A

  license

  -

  quality

  B

  maintenance

  Multi-tool MCP server for AI agents with 29 tools across web scraping, SEO analysis, screenshot and PDF generation, domain intelligence, content extraction, multi-chain EVM blockchain queries, and security toolkit. Free tier available with no auth required.

  Last updated 2026-03-10

  16

  1

  MIT

• MCP Character Counter

  MCP-Mirror

  F

  license

  -

  quality

  -

  maintenance

  Provides detailed character analysis for text, counting total characters, characters without spaces, letters, numbers, and symbols through a simple MCP tool interface.

  Last updated 2025-06-25

• Gemini OCR MCP Server

  WindoC

  F

  license

  -

  quality

  C

  maintenance

  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

  5

• OCR MCP Service

  qiao-925

  A

  license

  A

  quality

  B

  maintenance

  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

  MIT

• GLM OCR MCP Server

  cs-qyzhang

  F

  license

  A

  quality

  B

  maintenance

  Enables text extraction from images and PDF files using the ZhipuAI GLM-OCR API. It allows users to process documents through local file paths or base64-encoded data for high-quality OCR results.

  Last updated 2026-02-10

  1

  5

• MCP Character Counter

  webreactiva-devs

  F

  license

  B

  quality

  C

  maintenance

  A lightweight server that provides detailed text analysis, counting total characters, characters without spaces, letters, numbers, and symbols for AI assistants like Claude Desktop and GitHub Copilot.

  Last updated 2025-04-22

  1

  4

• Image Recognition MCP Server

  mcp-s-ai

  A

  license

  -

  quality

  B

  maintenance

  Enables AI assistants to analyze and describe images from URLs using OpenAI's vision models through the Model Context Protocol.

  Last updated 2025-09-10

  7

  5

  ISC

• Mistral OCR MCP Server

  D-Diaa

  F

  license

  -

  quality

  C

  maintenance

  An MCP server that enables Claude to perform OCR on local files using Mistral AI's document processing capabilities. It converts documents and images into markdown format for seamless analysis and interaction.

  Last updated 2025-08-04

• MCP Image Recognition Server

  glasses666

  F

  license

  -

  quality

  C

  maintenance

  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

• macOS Native OCR MCP Server

  wenjiazhu

  F

  license

  -

  quality

  -

  maintenance

  Provides offline, high-accuracy OCR capabilities for images and PDFs using macOS's built-in Vision framework. Supports multi-language text extraction with intelligent block aggregation for tables and paragraphs, outputting structured JSON data suitable for document reconstruction.

  Last updated 2026-01-23

  1

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  license

  C

  quality

  C

  maintenance

  Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

  Last updated 2025-12-07

  18

  MIT

• OCI Core Services FastMCP

  adibirzu

  -

  license

  -

  quality

  -

  maintenance

  A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that enables management of compute instances and network operations with LLM-friendly structured responses.

  Last updated 2025-09-04

  1

• Local Services MCP Server

  ag2-mcp-servers

  F

  license

  -

  quality

  C

  maintenance

  A Multi-Agent Conversation Protocol Server that provides access to Google's Local Services API, enabling interaction with local service businesses information through natural language commands.

  Last updated 2025-07-16

• Game Services MCP Server

  ag2-mcp-servers

  F

  license

  -

  quality

  C

  maintenance

  An MCP server that enables interaction with Google Cloud Game Services API, allowing users to manage game server deployments, realms, and configurations through natural language.

  Last updated 2025-07-16

  1