Skip to main content
Glama
Sign In

Search for:

Resources for In-Depth Research

View all MCP Servers

  • Why this server?

    Provides read-only access to Hugging Face Hub APIs, which is useful for researching models, datasets, spaces, and collections—valuable resources for deep research in AI.

    Hugging Face MCP Server

    shreyaskarnik
    Verified
    -
    security
    A
    license
    -
    quality
    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?

    Offers RAG capabilities for semantic document search using Qdrant, enabling users to add, search, and manage documentation with metadata support, facilitating deeper research on specific topics.

    RagDocs MCP Server

    heltonteixeira
    -
    security
    A
    license
    -
    quality
    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?

    Facilitates access to coding resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding in finding code examples and documentation—useful for in-depth research on coding-related subjects.

    Code Research MCP Server

    nahmanmate
    A
    security
    A
    license
    A
    quality
    Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.
    6
    25
    JavaScript
    AGPL 3.0
    • Apple

  • Why this server?

    Built as a Model Context Protocol (MCP) server that provides advanced web search, content extraction, web crawling, and scraping capabilities using the Firecrawl API, enabling thorough research.

    WebSearch

    josemartinrodriguezmortaloni
    A
    security
    F
    license
    A
    quality
    Built as a Model Context Protocol (MCP) server that provides advanced web search, content extraction, web crawling, and scraping capabilities using the Firecrawl API.
    4
    1
    Python
    • Apple
    • Linux

  • Why this server?

    Enables real-time search and retrieval of academic paper information from multiple sources, making it suitable for research-oriented tasks.

    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?

    Provides web search functionality for Claude Code and MCP-compatible clients, offering advanced content exploration and detailed webpage analysis.

    MCP DuckDuckGo Search Plugin

    gianlucamazza
    -
    security
    A
    license
    -
    quality
    Provides web search functionality via DuckDuckGo for Claude Code and MCP-compatible clients, featuring advanced content exploration, navigation across search results, and detailed webpage analysis.
    1
    Python
    MIT License

  • Why this server?

    Enables semantic search, image search, and cross-modal search functionalities through integration with Jina AI's neural search capabilities, useful for finding relevant information across multiple data types.

    Jina AI MCP Server

    Sheshiyer
    -
    security
    A
    license
    -
    quality
    Enables semantic search, image search, and cross-modal search functionalities through integration with Jina AI's neural search capabilities.
    1
    JavaScript
    MIT License