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

• image-tools-mcp

  kshern

  A

  license

  C

  quality

  C

  maintenance

  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

  24

  8

  MIT

• or-info

  jmtrs

  A

  license

  -

  quality

  B

  maintenance

  Enables AI agents to query OpenRouter model information including prices, ELO rankings, context, and perform comparisons.

  Last updated 2026-05-22

  3,336

  1

  MIT

• How-To-Cook

  xiaobenyang-com

  A

  license

  B

  quality

  C

  maintenance

  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

• Software Planning Tool

  PhilippMT

  A

  license

  A

  quality

  C

  maintenance

  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

  22

  MIT

• Software Planning Tool

  NightTrek

  A

  license

  A

  quality

  C

  maintenance

  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

  22

  392

  MIT

• Zhipu Text-to-Image MCP Server

  2716025420

  A

  license

  -

  quality

  C

  maintenance

  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

  12

  MIT

• MCP Software Engineer

  Rajawatrajat

  F

  license

  -

  quality

  C

  maintenance

  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

• Software MCP Server

  DumoeDss

  A

  license

  -

  quality

  C

  maintenance

  Enables LLMs to list, open, and close installed software on Windows, macOS, and Linux through natural language.

  Last updated 2025-03-11

  3

  MIT

• twitter-read

  Polsia-Inc

  A

  license

  A

  quality

  C

  maintenance

  An MCP server for reading Twitter/X engagement data and metrics, enabling AI agents to measure tweet performance, track mentions, analyze replies, and search tweets with engagement metrics.

  Last updated 2026-01-30

  4

  4

  MIT

• mcp-read-only-argocd

  lukleh

  A

  license

  A

  quality

  C

  maintenance

  A secure MCP server providing read-only access to Argo CD instances using browser session cookies, enabling querying of applications, projects, clusters, and repositories.

  Last updated 2026-05-18

  14

  MIT

• read-docs-mcp

  ZebraRoy

  A

  license

  -

  quality

  C

  maintenance

  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

  36

  7

  MIT

• software-design-mermaid-mcp

  wzh4464

  A

  license

  -

  quality

  B

  maintenance

  Enables visual drag-and-drop editing of Mermaid diagrams through Claude, allowing iterative refinement of software architecture designs.

  Last updated 2026-03-19

  6

  MIT

• Google OR-Tools server

  Jacck

  A

  license

  -

  quality

  C

  maintenance

  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

  19

  MIT

• image-mcp

  RuntimeAll

  A

  license

  -

  quality

  C

  maintenance

  MCP server for generating images via text-to-image and image-to-image using lk888 API, returning base64 PNG and metadata.

  Last updated 2026-05-18

  MIT

• click-to-mcp

  Coding-Dev-Tools

  A

  license

  -

  quality

  B

  maintenance

  Converts any Python Click or Typer CLI into an MCP server automatically — zero-code transformation that introspects CLI commands and exposes them as MCP tools.

  Last updated 2026-05-19

  4

  Apache 2.0

• Software Planning MCP Server

  wang-guanye

  F

  license

  -

  quality

  C

  maintenance

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

  Last updated 2025-03-14

  3

• Skill-to-MCP

  biocontext-ai

  A

  license

  A

  quality

  B

  maintenance

  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

  26

  Apache 2.0

• Grok Image MCP

  fl0w1nd

  A

  license

  A

  quality

  B

  maintenance

  MCP server for generating and editing images using xAI's Grok image model, supporting text prompts, batch generation, local files, and optional proxy configurations.

  Last updated 2026-03-03

  2

  4

  30

  MIT

• read-website-fast

  just-every

  A

  license

  A

  quality

  D

  maintenance

  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 2026-05-01

  1

  315

  150

  MIT

• gemini-image-mcp

  JimothySnicket

  A

  license

  A

  quality

  C

  maintenance

  MCP server for Google Gemini image generation, editing, and processing, with two tools and no bloat.

  Last updated 2026-05-27

  2

  131

  1

  MIT