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"A server that supports using a Python debugger for tasks like finding memory leaks" matching MCP servers:

  • python-umcp-calibre

    rcarmo
    A
    license
    -
    quality
    B
    maintenance
    Read-only MCP server that runs inside Calibre as a plugin, exposing the live Calibre library for inspection, search, metadata, and duplicate detection via Streamable HTTP.
    2
    MIT

  • Colour Memory API

    DigbyO
    A
    license
    A
    quality
    B
    maintenance
    40-tool colour intelligence API for AI agents. Cultural risk, archive-verified colour naming, palette generation, WCAG accessibility, material physics, ecommerce copy, and image generation briefs. 16,682+ named colours across 43 cultural archives.
    66
    MIT

  • Zmanim MCP Server

    ariroffe72
    A
    license
    A
    quality
    C
    maintenance
    A comprehensive MCP server for calculating Jewish prayer times (zmanim) using the python-zmanim library, supporting multiple halachic opinions and global locations.
    6
    1
    MIT

  • MCP for IIIF Images

    mikeapp
    A
    license
    B
    quality
    C
    maintenance
    Provides tools to fetch IIIF manifests and retrieve specific image regions or scaled images for analysis. This server enables detailed interaction with International Image Interoperability Framework resources, supporting tasks like image description and transcription.
    3
    6
    MIT

  • Kakao API MCP Server

    jeong-sik
    A
    license
    -
    quality
    D
    maintenance
    A server that enables AI models to access Kakao Map features (place search, address lookup, route finding) and Daum search services (web, image, blog, cafe) through Model Context Protocol.
    17
    MIT

  • iztro OpenAI MCP for Railway

    snapyharry-potter
    F
    license
    -
    quality
    D
    maintenance
    Remote MCP server for Zi Wei Dou Shu / Tu Vi Dau So astrology tools, exposing read-only tools like get_astrolabe, get_horoscope_decades, etc., designed for Railway deployment and OpenAI ChatGPT developer mode.

  • Saroday MCP Server

    yolstudio26-oss
    A
    license
    A
    quality
    D
    maintenance
    Enables Korean Saju (Four Pillars of Destiny) calculation and myeongni-hak glossary lookup via MCP, allowing AI clients to compute accurate saju analysis and look up fortune-telling terms.
    4
    44
    MIT

  • Design Inspiration MCP Server

    YonasValentin
    A
    license
    A
    quality
    D
    maintenance
    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.
    4
    10
    MIT
  • Tarotoo Tarot MCP Server by Tarotoo-com

    Tarotoo Tarot MCP Serverofficial

    Tarotoo-com
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to look up tarot card meanings, search cards by keyword, draw random cards, and get yes/no answers for all 78 Rider-Waite-Smith cards with upright and reversed interpretations.
    5
    141
    1
    MIT

  • @hanoak/unsplash-mcp-server

    hanoak
    A
    license
    A
    quality
    A
    maintenance
    Production-ready Model Context Protocol (MCP) server for the Unsplash API — search photos, fetch details, and stay compliant with Unsplash attribution & download-tracking guidelines. Unofficial; not affiliated with or endorsed by Unsplash.
    21
    94
    1
    MIT

  • Photopea MCP Server

    attalla1
    A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to perform advanced image editing and graphic design through Photopea, a browser-based Photoshop alternative. Provides 34 tools for document management, layer operations, filters, adjustments, and exports via a WebSocket bridge to the browser.
    34
    108
    28
    MIT

  • Lunar Calendar MCP Server

    AngusHsu
    A
    license
    A
    quality
    A
    maintenance
    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.
    20
    2
    MIT

  • Behance MCP Server

    Arnonfr
    A
    license
    A
    quality
    D
    maintenance
    A powerful Model Context Protocol (MCP) server for scraping Behance.net. Extract projects, user profiles, images, and job listings from Behance's creative community without any API keys or subscriptions.
    7
    1
    MIT

  • nara-mcp-server

    GeorgeTownSabatical
    A
    license
    A
    quality
    C
    maintenance
    Read-only Model Context Protocol server for the US National Archives Catalog API, enabling search and retrieval of archival records, child records, extracted text, comments, and tags.
    7
    1
    MIT

  • Aladin Book Search MCP Server

    TeeDDub
    A
    license
    A
    quality
    D
    maintenance
    MCP server that allows searching and retrieving book information from Aladin's book store API, including book details, bestseller lists, and category-based searches.
    9
    4
    MIT

  • Aseprite MCP Tools

    ext-sakamoro
    A
    license
    A
    quality
    D
    maintenance
    A Python MCP server enabling programmatic interaction with Aseprite for pixel art creation and manipulation with features like drawing operations, palette management, and batch processing.
    19
    23
    MIT