"Top 20 most starred MCP servers on GitHub" matching MCP servers:

A Model Context Protocol server that integrates with the Ravelry API, allowing AI assistants to search for and retrieve knitting and crochet patterns.

Wraps Wikimedia Feed API to provide featured articles, most-read articles, and picture of the day from Wikipedia.

MCP server for Nocturna astrology APIs, providing 20 tools for natal charts, transits, synastry, progressions, returns, and chart image rendering.

Local MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding.

MCP server for 34 embeddable pixel-art digital fireplaces. Enables listing fireplace styles, retrieving HTML/embed codes, and getting recommendations based on mood or tags.

Calculates Korean traditional Dangsaju 12 stars based on birth date and time, returning deterministic structured data with star attributes and period readings.

A MCP Server that lets user ask AI models to discover the collection of the Metropolitan Museum of Art. Adds the discovered art works as Resources on the server.

Provides Chinese metaphysical tools (bazi, qimen, five elements) as MCP tools for AI agents to give personalized advice on timing, compatibility, and daily energy.

Searches top design platforms like Dribbble and Behance to provide UI inspiration, color palettes, and layout patterns via the Serper API. It allows users to retrieve visual references, articles, and style guides directly within any MCP-compatible client.

Calculates Tojeongbigyul (토정비결) fortune for a given birth date and year, returning total fortune and monthly forecasts based on traditional Korean divination methods.

Calculates and returns a Ziwei Doushu (Purple Star Astrology) chart based on birth date, time, and gender. Returns both structured text of the 12 palaces and a PNG image of the chart.

Enables AI assistants to search for images on Wikimedia Commons, returning structured metadata and a composite thumbnail grid for visual comparison.

Enables searching free graphics on Woopicx (3D icons, mockups, stock photos, illustrations, certificates, tattoo designs) through natural language.

Provides traditional Chinese lunar calendar information including auspicious date checking, BaZi (八字) Four Pillars analysis, festival data, moon phases, zodiac compatibility, and calendar conversions based on Chinese cultural traditions.

Enables AI assistants to read, search, and post poems on pplog via the Model Context Protocol.

Checks and returns the itme

MCP server for Vietnamese fortune-telling based on lunar calendar, providing birth date analysis, daily fortune, and general fortune predictions using traditional elements like Can Chi and Ngũ Hành.

An MCP server for generating Chinese divination charts (Six-line and Bazi) based on user input.

Provides scored and reasoned Kyoto temple data optimized for AI travel agents to deliver personalized recommendations based on natural language queries. It enables agents to retrieve detailed temple information including historical significance, pricing, and crowd levels.

Enables anime search and retrieval of details on works, series, episodes, people, organizations, staff, and broadcast schedules via the Annict REST API.