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A tool for finding academic papers using semantic search and citation analysis

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  • Why this server?

    Provides RAG capabilities for semantic document search using Qdrant vector database and Ollama/OpenAI embeddings, allowing users to add, search, list, and delete documentation with metadata support. This aligns with the semantic search requirement.

    RagDocs MCP Server

    heltonteixeira
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    security
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    Provides RAG capabilities for semantic document search using Qdrant vector database and Ollama/OpenAI embeddings, allowing users to add, search, list, and delete documentation with metadata support.
    5
    4
    TypeScript
    Apache 2.0

  • Why this server?

    A biomedical literature annotation and relationship mining server based on PubTator3, providing convenient access through the MCP interface. Directly relevant for finding and annotating academic papers.

    PubTator-MCP-Server

    JackKuo666
    Verified
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    security
    A
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    🔍 A biomedical literature annotation and relationship mining server based on PubTator3, providing convenient access through the MCP interface.
    Python
    MIT License
    • Linux
    • Apple

  • Why this server?

    An MCP server that integrates AI retrievals with NASA's Common Metadata Repository (CMR), allowing users to search NASA's catalog of Earth science datasets through natural language queries; can potentially include academic papers related to earth science.

    CMR Model Context Protocol

    podaac
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    security
    F
    license
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    quality
    An MCP server that integrates AI retrievals with NASA's Common Metadata Repository (CMR), allowing users to search NASA's catalog of Earth science datasets through natural language queries.
    1
    1
    Python
    • Apple

  • Why this server?

    A Model Context Protocol server that provides Claude and other LLMs with read-only access to Hugging Face Hub APIs, enabling interaction with models, datasets, spaces, papers, and collections through natural language. Enables search for papers.

    Hugging Face MCP Server

    shreyaskarnik
    Verified
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    security
    A
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    A Model Context Protocol server that provides Claude and other LLMs with read-only access to Hugging Face Hub APIs, enabling interaction with models, datasets, spaces, papers, and collections through natural language.
    4
    Python
    MIT License
    • Apple

  • Why this server?

    MCP Extension that gives LLMs access to arXiv and Hugging Face papers, enabling users to discuss papers, search for new research, and organize literature reviews through natural conversation.

    paperpal

    jerpint
    Verified
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    security
    A
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    quality
    MCP Extension that gives LLMs access to arXiv and Hugging Face papers, enabling users to discuss papers, search for new research, and organize literature reviews through natural conversation.
    3
    Python
    MIT License
    • Apple

  • Why this server?

    Enables real-time search and retrieval of academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available, with structured data responses for integration with AI models that support tool/function calling.

    Academic Paper Search MCP Server

    afrise
    Verified
    A
    security
    A
    license
    A
    quality
    Enables real-time search and retrieval of academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available, with structured data responses for integration with AI models that support tool/function calling.
    3
    11
    Python
    AGPL 3.0

  • Why this server?

    This server allows users to interact with their Zotero library through the Model Context Protocol, providing tools for searching items, retrieving metadata, and accessing full text using natural language queries.

    Zotero MCP Server

    kujenga
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    security
    A
    license
    A
    quality
    This server allows users to interact with their Zotero library through the Model Context Protocol, providing tools for searching items, retrieving metadata, and accessing full text using natural language queries.
    3
    10
    Python
    MIT License

  • Why this server?

    Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol, allowing you to search your library, access content, discuss papers, get summaries, and analyze citations.

    Zotero MCP

    54yyyu
    Verified
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    security
    A
    license
    A
    quality
    Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol, allowing you to search your library, access content, discuss papers, get summaries, and analyze citations.
    10
    5
    Python
    MIT License

  • Why this server?

    A Model Context Protocol server that enables AI assistants to perform web searches using SearXNG, a privacy-respecting metasearch engine. Can be used to find academic papers, although not specialized for it.

    SearXNG MCP Server

    tisDDM
    Verified
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    security
    A
    license
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    quality
    A Model Context Protocol server that enables AI assistants to perform web searches using SearXNG, a privacy-respecting metasearch engine.
    5
    JavaScript
    MIT License
    • Linux
    • Apple

  • Why this server?

    Provides tools to search and retrieve economic data series from the Federal Reserve Economic Data (FRED) API. This could be tangentially related if the user is looking for economics papers.

    FRED MCP Server

    kablewy
    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides tools to search and retrieve economic data series from the Federal Reserve Economic Data (FRED) API.
    2
    3
    TypeScript