"Learning to Create an Expert Python Program to Exit GitHub" matching MCP servers:

• Skill-to-MCP

  biocontext-ai

  A

  license

  A

  quality

  C

  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

• @zeph-to/mcp-server

  zeph-to

  A

  license

  A

  quality

  A

  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 2026-06-07

  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 2026-06-17

  24

  8

• commit-to-pr-mcp

  vltansky

  A

  license

  A

  quality

  D

  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

  9

  ISC

• text-to-model

  mikan-atomoki

  A

  license

  B

  quality

  D

  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

• claude-to-agy

  rauls-kjarners

  A

  license

  B

  quality

  B

  maintenance

  A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI - saving context window and tokens for what matters.

  Last updated 2026-06-15

  1

  9

  MIT

• Figma to React MCP

  surisagar900

  A

  license

  B

  quality

  C

  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

  23

  MIT

• markdown-to-html

  fashionzzZ

  A

  license

  B

  quality

  D

  maintenance

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

  Last updated 2025-06-03

  1

  4,009

  2

  MIT

• rest-to-mcp

  viktormarinho

  A

  license

  -

  quality

  D

  maintenance

  A bridge that enables any LLM to access and interact with documented REST APIs through the Model Context Protocol (MCP).

  Last updated 2025-03-17

  4

  6

  MIT

• openapi-to-mcp

  kirkwat

  A

  license

  -

  quality

  B

  maintenance

  A minimal MCP server that auto-generates tools from your OpenAPI spec, optimized for Vercel.

  Last updated 2026-05-01

  16

  7

  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

• code-to-tree

  micl2e2

  A

  license

  -

  quality

  F

  maintenance

  code-to-tree

  Last updated 2026-03-14

  84

  MIT

• live2d-to-agent

  lmy414

  A

  license

  -

  quality

  B

  maintenance

  Enables AI agents to control a Live2D desktop pet's expressions and actions via MCP protocol.

  Last updated 2026-06-04

  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

• Architect-to-Product (A2P)

  BernhardJackiewicz

  A

  license

  -

  quality

  B

  maintenance

  An MCP server that adds engineering discipline to AI-assisted development, enforcing evidence-gated TDD, security review, backup strategy, and deployment generation to turn AI-generated code into production-ready software.

  Last updated 2026-05-07

  48

  8

  MIT

• Anything-to-NotebookLM

  joeseesun

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that automates converting diverse content sources like WeChat articles, YouTube videos, and various document formats into AI-generated outputs such as podcasts and slide decks via Google NotebookLM. It integrates specialized tools for web scraping, OCR, and file transformation to facilitate seamless content generation through natural language.

  Last updated 2026-04-28

  5,268

  MIT

• OpenAPI to MCP

  EvilFreelancer

  A

  license

  -

  quality

  F

  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

  16

  16

  MIT

• API to MCP

  husw725

  -

  license

  -

  quality

  -

  maintenance

  Converts any REST API endpoints into MCP tools, enabling AI clients like Cursor and Claude Desktop to call internal services directly.

  Last updated 2026-06-11

• docs-to-mcp

  fayazara

  F

  license

  -

  quality

  F

  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

  15

• web-to-markdown-mcp

  sidney

  A

  license

  A

  quality

  B

  maintenance

  Fetches a URL and returns the main content as clean Markdown, using plain HTTP when possible and headless Chromium for JavaScript-rendered or bot-protected pages.

  Last updated 2026-04-27

  1

  MIT