"A method to allow vision models to process and understand image files" matching MCP servers:

• 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

  8

  MIT

• 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

  24

  Apache 2.0

• @zeph-to/mcp-server

  zeph-to

  A

  license

  A

  quality

  B

  maintenance

  MCP server for AI agents to send notifications, copy to clipboard, request confirmations, and collect text input from users across their devices.

  Last updated 2026-05-15

  10

  348

  Apache 2.0

• prompt-to-asset

  MohamedAbdallah-14

  A

  license

  A

  quality

  B

  maintenance

  Routes one brief to the right image model across 60+ (gpt-image-1.5, Ideogram 3, Recraft V4, Flux), validates the output, and fans out to iOS/Android/PWA/favicon/visionOS/Flutter bundles. Works without an API key via Pollinations, HF Inference, Stable Horde, or host-LLM inline SVG.

  Last updated 2026-05-13

  2

  24

  5

• text-to-model

  mikan-atomoki

  A

  license

  B

  quality

  B

  maintenance

  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

  2

  MIT

• markdown-to-html

  fashionzzZ

  A

  license

  B

  quality

  C

  maintenance

  A Model Context Protocol server that converts Markdown content to HTML format.

  Last updated 2025-06-03

  1

  3,363

  2

  MIT

• OpenAPI to MCP

  EvilFreelancer

  A

  license

  -

  quality

  D

  maintenance

  A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on their official documentation.

  Last updated 2026-02-21

  3

  16

  MIT

• Swagger to MCP

  suhailtajshaik

  A

  license

  -

  quality

  -

  maintenance

  Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, enabling interaction with any REST API through natural language by loading specs from local files or URLs.

  Last updated 2025-12-05

• code-to-tree

  micl2e2

  A

  license

  -

  quality

  C

  maintenance

  code-to-tree

  Last updated 2026-03-14

  83

  MIT

• docs-to-mcp

  fayazara

  F

  license

  -

  quality

  D

  maintenance

  A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances into an MCP server for querying documentation. It enables AI models to search and retrieve relevant information from custom document sets stored in R2 buckets.

  Last updated 2026-04-21

  10

• Vision MCP

  i-richardwang

  A

  license

  A

  quality

  C

  maintenance

  Enables image analysis and understanding using Vision Language Models through OpenAI-compatible APIs. Supports analyzing images from URLs or local files with custom prompts.

  Last updated 2025-12-26

  1

  2

  MIT

• REST-to-Postman MCP

  runninghare

  A

  license

  A

  quality

  C

  maintenance

  Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.

  Last updated 2025-04-13

  2

  13

  MIT

• commit-to-pr-mcp

  vltansky

  A

  license

  A

  quality

  C

  maintenance

  An MCP server that enables AI agents to retrieve detailed GitHub Pull Request information using git commit hashes, branch names, or PR numbers. It automatically detects repositories and extracts comprehensive PR data including descriptions, labels, and reviews via the GitHub CLI.

  Last updated 2025-11-30

  1

  3

  ISC

• Talk to Figma MCP

  grab

  A

  license

  B

  quality

  D

  maintenance

  An MCP server integration that enables Cursor AI to communicate with Figma, allowing users to read designs and modify them programmatically through natural language commands.

  Last updated 2026-04-29

  19

  1,916

  6,749

  MIT

• Cursor Talk To Figma MCP

  toiletmadarchut

  -

  license

  B

  quality

  -

  maintenance

  Enables users to control the cursor in Figma through verbal commands using an agentic AI agent, streamlining the design process with a new interaction method.

  Last updated 2025-03-27

  19

  1,916

  1

• Figma to React MCP

  surisagar900

  A

  license

  B

  quality

  B

  maintenance

  Automates the conversion of Figma designs into TypeScript React components and integrates with GitHub to create pull requests for the generated code. It includes visual regression testing with Playwright and accessibility validation to ensure implementations match the original designs.

  Last updated 2025-09-13

  5

  6

  MIT

• Excel to PDF Converter

  kmexnx

  A

  license

  B

  quality

  C

  maintenance

  An MCP server that converts Excel and Apple Numbers files to PDF format, enabling AI assistants like Claude to perform file conversion directly through conversation.

  Last updated 2025-08-08

  2

  54

  6

  MIT

• Claude-to-Gemini MCP Server

  Yoon-jongho

  A

  license

  B

  quality

  C

  maintenance

  Enables Claude to use Google Gemini as a secondary AI through MCP for large-scale codebase analysis and complex reasoning tasks. Supports both Gemini Flash and Pro models with specialized functions for general queries and comprehensive code analysis.

  Last updated 2026-04-15

  4

  MIT

• Talk to Figma MCP

  pipethedev

  A

  license

  B

  quality

  C

  maintenance

  Allows Cursor AI to communicate with Figma for reading designs and modifying them programmatically through a Model Context Protocol integration.

  Last updated 2025-06-02

  38

  1,916

  1

  MIT

• OpenAPI to MCP Server

  TykTechnologies

  A

  license

  D

  quality

  B

  maintenance

  A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.

  Last updated 2025-06-27

  3

  38

  41

  MIT