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"Methods to Enhance Deep Research Capabilities" matching MCP servers:

  • MCP Research Server (arXiv)

    SinghAngad05
    F
    license
    -
    quality
    D
    maintenance
    Enables searching and retrieving academic papers from arXiv by topic, allowing users to discover research papers and extract their metadata including titles, authors, abstracts, and PDF links through natural language queries.
    Last updated

  • Formula One MCP Server

    Machine-To-Machine
    A
    license
    A
    quality
    C
    maintenance
    This project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.
    Last updated
    8
    2
    MIT

  • data-aggregator-mcp

    musharna
    A
    license
    A
    quality
    B
    maintenance
    Searches and fetches research datasets across Zenodo, DataCite (Dryad/Figshare/Dataverse/OSF), NCBI omics archives (GEO/SRA/BioProject), and the literature (PubMed/OpenAIRE) through one normalized model — deduplicating by DOI, expanding organism queries with NCBI Taxonomy synonyms, and bridging papers to the datasets they produced. Resolves citations and open-access full text, and downloads files.
    Last updated
    6
    2
    MIT

  • arXiv MCP Server

    lingqukan
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    license
    A
    quality
    D
    maintenance
    Enables LLMs to search, fetch, and manage arXiv research papers across various categories. It allows users to browse recent publications, query specific metadata, and retrieve full abstracts through a local database.
    Last updated
    5
    MIT

  • Grokipedia MCP Server

    TheOneTrueNiz
    A
    license
    A
    quality
    D
    maintenance
    Enables searching and retrieving articles, citations, and structured content from Grokipedia for research and information retrieval. It provides specialized tools for section extraction, related page discovery, and filtered search results.
    Last updated
    7
    MIT

  • mcp-cinii

    iwaokimura
    A
    license
    A
    quality
    C
    maintenance
    Enables searching CiNii Research for academic articles, books, grants, and research data, and retrieving metadata for individual items.
    Last updated
    2
    MIT

  • OpenAIRE MCP Server

    cessda
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer citation index, discovering citation relationships and retrieving metadata for publications, datasets, and software.
    Last updated
    2
    1
    Apache 2.0

  • fred-macro-mcp

    kevinkda
    A
    license
    A
    quality
    B
    maintenance
    Enables LLM agents to query US macroeconomic time series from FRED, including GDP, CPI, unemployment, and interest rates, for contextual research.
    Last updated
    6
    MIT

  • Unpaywall MCP Server

    ElliotPadfield
    A
    license
    A
    quality
    D
    maintenance
    Enables AI clients to search for academic papers, fetch metadata by DOI, retrieve open access PDF links, and extract full text from research papers using the Unpaywall API. Provides seamless access to scholarly literature for research and analysis tasks.
    Last updated
    4
    35
    8
    MIT

  • EVE Online OSINT MCP Server

    kongyo2
    A
    license
    A
    quality
    D
    maintenance
    An MCP (Model Context Protocol) server that provides OSINT (Open Source Intelligence) capabilities for EVE Online using multiple APIs including ESI, EveWho, and zKillboard. This server allows AI assistants to gather comprehensive intelligence on EVE Online characters, corporations, and alliances by
    Last updated
    3
    11
    MIT

  • gho-mcp

    Decilion
    A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol (MCP) server that gives AI assistants direct access to the World Health Organization's Global Health Observatory (GHO) for comparative health systems research.
    Last updated
    15
    MIT

  • secop-mcp-server

    juandavidsernav
    A
    license
    A
    quality
    D
    maintenance
    An MCP server to query Colombian public procurement data from SECOP I and II in real time, enabling contract research, transparency oversight, and data journalism.
    Last updated
    10
    1
    MIT

  • EndOfLife MCP Server

    brianprost
    F
    license
    A
    quality
    D
    maintenance
    Provides access to the endoflife.date API to query support and end-of-life information for thousands of software products. It enables users to retrieve detailed release schedules, lifecycle data, and product categories through natural language.
    Last updated
    7