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Deep Research Resources or Methods

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  • Why this server?

    This server offers semantic search capabilities which are useful for performing deep research by finding semantically similar documents.

    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

  • Why this server?

    Provides RAG capabilities for semantic document search which helps in adding, searching, listing, and deleting documentation with metadata support.

    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 searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation, useful for in-depth technical research.

    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?

    A Model Context Protocol server that enables AI assistants to manage calendars, track tasks, handle emails, search the web, and control smart home devices.

    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, 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. Useful for 'deep research' into academic topics.

    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?

    Searching google, individual websites and scraping their content, helpful in performaning deep research.

    olostep-mcp

    olostep
    Verified
    -
    security
    A
    license
    -
    quality
    Searching google, individual websites and scraping their content. Fast and cost-effective. ⚡️
    16
    TypeScript
    MIT License

  • Why this server?

    A Model Context Protocol (MCP) server for web research. Bring real-time info into Claude and easily research any topic.

    MCP Web Research Server

    mzxrai
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server for web research. Bring real-time info into Claude and easily research any topic.
    3
    854
    189
    JavaScript
    MIT License
    • Apple

  • Why this server?

    Generates comprehensive and formatted release notes from GitHub repositories, efficiently organizing commits by type and including detailed statistics using smart API usage

    Release Notes MCP Server

    nickbaumann98
    A
    security
    F
    license
    A
    quality
    Generates comprehensive and formatted release notes from GitHub repositories, efficiently organizing commits by type and including detailed statistics using smart API usage.
    3
    2
    TypeScript

  • Why this server?

    Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.

    Coding Assistant Server

    AviOfLagos
    -
    security
    F
    license
    -
    quality
    Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.
    10
    JavaScript