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"MCP servers for reducing hallucinations while coding" matching MCP servers:

  • MCP for IIIF Images

    mikeapp
    A
    license
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    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

  • 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.

  • jw-org-mcp

    Bjern
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    license
    A
    quality
    B
    maintenance
    An MCP server that provides controlled, verifiable access to official jw.org content, enabling AI applications to search articles, retrieve full articles, and lookup scriptures without hallucinations.
    4
    12
    GPL 3.0

  • Quran Cloud MCP Server

    galihfr09
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    quality
    D
    maintenance
    Connects LLMs to the Quran API (alquran.cloud) to retrieve accurate Quranic text on-demand, reducing hallucinations when working with sensitive religious content.
    MIT

  • BnF API Server

    iflow-mcp
    F
    license
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    quality
    D
    maintenance
    Enables searching documents in Gallica, the digital library of the Bibliothèque nationale de France, and generating structured research reports with citations and images.

  • mcp-alphabanana

    tasopen
    A
    license
    A
    quality
    C
    maintenance
    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.
    1
    37
    8
    MIT

  • art-mcp

    puf3zin
    A
    license
    A
    quality
    D
    maintenance
    MCP server for searching museum collections and viewing artwork images and metadata from multiple museums, including the Met, Art Institute of Chicago, Rijksmuseum, and more.
    4
    22
    MIT

  • asktian MCP Server

    douglasgan
    A
    license
    A
    quality
    A
    maintenance
    Provides Chinese metaphysical tools (bazi, qimen, five elements) as MCP tools for AI agents to give personalized advice on timing, compatibility, and daily energy.
    5
    90
    1
    MIT

  • tojeong-mcp

    molpass
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    license
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    quality
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    maintenance
    Calculates Tojeongbigyul (토정비결) fortune for a given birth date and year, returning total fortune and monthly forecasts based on traditional Korean divination methods.
    2
    MIT

  • opds-mcp

    pastukhov
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    license
    A
    quality
    B
    maintenance
    An MCP server that lets an LLM browse, search, and download books from OPDS catalogs (e.g., Project Gutenberg, Standard Ebooks) using tools for feed navigation, full-text search, and acquisition link downloads.
    4
    1
    AGPL 3.0

  • cosmos-mcp

    vihaanshahh
    A
    license
    A
    quality
    C
    maintenance
    MCP server for searching cosmos.so, returning direct CDN image URLs without page scraping.
    3
    157
    MIT

  • mcp-tung-shing

    baranwang
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol plugin for Chinese Tung Shing (黄历/通勝/通胜) almanac calculations
    1
    49
    36
    MIT

  • mcp-open-library

    8enSmith
    A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book information.
    6
    213
    88
    MIT

  • Marvel MCP

    DanWahlin
    A
    license
    B
    quality
    F
    maintenance
    MCP Server for the Marvel Developer API, enabling interaction with characters and comics data.
    7
    11
    15
    MIT

  • Artsy Analytics MCP Server

    damassi
    -
    license
    B
    quality
    -
    maintenance
    A Model Context Protocol server that provides Artsy partner analytics tools for Claude Desktop, allowing users to query gallery metrics, sales data, audience insights, and content performance through natural language.
    14
    2,504

  • jensenify-mcp

    kenm47
    A
    license
    B
    quality
    D
    maintenance
    An MCP server that injects millions of tokens from classical literature into AI engineering interactions to provide deep humanistic context for technical decisions. It allows users to consult works like the Iliad or Shakespeare for engineering advice while helping them maximize their compute spending.
    2
    23
    MIT
  • FrameThrower MCP Server by framethrower-ai

    FrameThrower MCP Serverofficial

    framethrower-ai
    A
    license
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    quality
    C
    maintenance
    Enables connecting any MCP client to a cinematography reference library of 5,489 films. Allows searching film frames by look, mood, or craft attributes, and refining through similar-frame discovery.
    MIT