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"Code intelligence tools for LLMs to understand codebase structure and locate functionality" matching MCP servers:

  • 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

  • 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

  • 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.

  • Alexandria Aeternum Genesis

    codex-curator
    F
    license
    -
    quality
    D
    maintenance
    The complete creative AI pipeline exposed as MCP tools. From generation to permanent storage — every stage available via x402 USDC micropayments on Base L2. Generation * SD 3.5 Large + T5-XXL — Stable Diffusion 3.5 Large with T5-XXL text encoder on NVIDIA L4 GPU. High-fidelity image generation with supe
    1

  • Lunar Calendar MCP Server

    BACH-AI-Tools
    A
    license
    -
    quality
    D
    maintenance
    Provides Chinese traditional calendar functions including BaZi calculation, solar-lunar calendar conversion, Huangli almanac queries, daily fortune readings, 24 solar terms, and Wu Xing (Five Elements) analysis.
    MIT

  • mcp-bideetmusique

    smeet666
    A
    license
    A
    quality
    B
    maintenance
    This MCP server provides tools to search for songs, artists, and random records from the Bide & Musique catalogue. It offers read-only access to tens of thousands of French songs with no authentication needed.
    5
    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
    75
    1
    MIT

  • ai-divination-mcp

    sapuyou45-bit
    A
    license
    A
    quality
    A
    maintenance
    MCP server for ai-divination-skills that provides tools for tarot draws, I Ching casts, Xiao Liu Ren casts, and Bazi chart generation, returning auditable JSON results for AI interpretation.
    5
    5
    MIT

  • unsplash-mcp

    cevatkerim
    A
    license
    A
    quality
    D
    maintenance
    An MCP server for searching and retrieving photos from Unsplash with proper attribution, designed for LLMs building content pages.
    3
    16
    MIT

  • 命盘 Mingpan

    ChesterRa
    A
    license
    A
    quality
    C
    maintenance
    Provides traditional Chinese astrology (Bazi, Ziwei) and divination (Liuyao, Meihua, Qimen, etc.) calculations as MCP tools for AI assistants.
    17
    28
    103
    Apache 2.0

  • Wikipedia MCP Server

    progamesigner
    A
    license
    A
    quality
    C
    maintenance
    Enables LLMs to search for keywords and fetch full page content from Wikipedia across various languages. It provides direct access to Wikipedia information through search and fetch tools.
    2
    3
    MIT

  • DraCor MCP Server

    stijn-meijers
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that enables Claude and other LLMs to interact with the Drama Corpora Project API for analyzing dramatic texts, character networks, and play information across different languages and periods.
    6
    5
    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
    1,299

  • librarian

    mlziade
    A
    license
    B
    quality
    C
    maintenance
    An MCP server that enables LLMs to search, summarize, and retrieve detailed information from Wikipedia across multiple languages. It supports automated fact-checking by allowing models to proactively verify factual claims using Wikipedia's database.
    5
    2
    MIT

  • PickAPIcon MCP

    Leee62
    A
    license
    B
    quality
    D
    maintenance
    MCP server that allows FE/UI/Designers to retrieve SVG icons via the Iconify API by simply asking LLMs rather than manually searching websites.
    3
    37
    4
    MIT