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  • Europe PMC Literature Search

    gqy20
    A
    license
    A
    quality
    D
    maintenance
    A professional literature search tool built on FastMCP framework that enables AI assistants to search academic literature from Europe PMC, retrieve article details, and analyze journal quality with seamless integration into Claude Desktop and Cherry Studio.
    Last updated
    9
    14
    MIT

  • mcp-altair-studio

    alan4041207
    F
    license
    A
    quality
    B
    maintenance
    MCP server that enables Claude to control Altair AI Studio for data mining and machine learning tasks, including data import, cleaning, transformation, model training, clustering, association rules, and executing saved processes.
    Last updated
    18

  • mcp-scholar

    renyumeng1
    F
    license
    B
    quality
    D
    maintenance
    "mcp\_scholar" is a Python-based tool for searching and analyzing Google Scholar papers, supporting features like keyword-based searches and integration with MCP clients and Cherry Studio. It provides functionalities such as fetching top-cited papers from scholar profiles and summarizing research top
    Last updated
    7
    54

  • ras-commander-mcp

    gpt-cmdr
    A
    license
    -
    quality
    B
    maintenance
    Enables querying HEC-RAS project information, geometry elements, plan results, and compute messages through natural language, allowing interaction with hydraulic modeling projects.
    Last updated
    11
    MIT

  • grad-agent

    i-ninte
    A
    license
    -
    quality
    B
    maintenance
    An autonomous MCP agent that helps you apply to fully funded MS and PhD programs by discovering professors, verifying faculty status, matching projects, and drafting cold emails.
    Last updated
    1
    MIT

  • cite-rag-mcp

    xiaofei03
    F
    license
    -
    quality
    B
    maintenance
    A local MCP server for evidence-safe academic citation workflows, including verified-reference retrieval, Zotero duplicate detection and import, and Word export via Pandoc with zotero.lua.
    Last updated

  • korean-rnd-regs-mcp

    smilemin07
    A
    license
    A
    quality
    A
    maintenance
    Natural-language search and review of South Korea's national R&D regulations (acts, decrees, and administrative rules) for researchers and research administrators. Returns current in-force provisions with citations, fetched live from the official national law database (law.go.kr Open API).
    Last updated
    7
    5
    Apache 2.0

  • Zotero Chunk RAG

    ccam80
    F
    license
    A
    quality
    D
    maintenance
    Enables passage-level semantic search over a Zotero library by extracting, chunking, and embedding PDF text using Gemini and ChromaDB. It provides MCP tools to perform topical searches and retrieve specific document passages with surrounding context.
    Last updated
    4
    7

  • DataBento MCP Server

    Nice-Wolf-Studio
    A
    license
    A
    quality
    D
    maintenance
    Provides professional market data access via DataBento API, including real-time futures quotes, historical timeseries, batch downloads, symbol resolution, metadata discovery, and reference data.
    Last updated
    17
    9
    8
    MIT

  • DataBento MCP Server

    Nice-Wolf-Studio
    A
    license
    B
    quality
    D
    maintenance
    Enables professional market data access via DataBento API, including real-time futures quotes, historical timeseries, batch downloads, symbol resolution, and metadata discovery.
    Last updated
    17
    9
    8
    MIT

  • rag-paper

    i1ight
    A
    license
    -
    quality
    B
    maintenance
    A local-first paper RAG server that enables searching and managing academic PDFs via MCP tools, supporting metadata enrichment and citation graphs.
    Last updated
    1
    MIT

  • adextract

    ad-vertly
    A
    license
    -
    quality
    C
    maintenance
    Ad libraries are public but fragmented. Every platform is a silo - different UI, different filters, different quirks. If you want to see what competitors are running, you're either opening four tabs and pasting into Excel, or maintaining scrapers that rot with every layout change. adextract gives AI agents a single MCP endpoint to search, read, and compare ads across Meta, TikTok, LinkedIn, and mo
    Last updated
    MIT

  • MMWRAG

    mikrominiw
    A
    license
    -
    quality
    B
    maintenance
    Bilingual RAG for scientific literature with search-only MCP server. Enables hybrid retrieval and reranking over indexed textbooks/papers.
    Last updated
    MIT

  • LongBook Verifier

    Mormolykos
    A
    license
    -
    quality
    C
    maintenance
    An MCP server that evaluates whether retrieval methods and AI outputs are grounded in long narrative manuscripts by retrieving evidence and scoring coverage deterministically, without external model APIs. It provides tools for chunking, indexing, retrieval, and evaluation.
    Last updated
    1
    MIT