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"Semantic Scholar" matching MCP servers:

  • Google Scholar MCP Server

    docxmxm
    A
    license
    -
    quality
    D
    maintenance
    Enables academic research through Google Scholar by searching for papers, finding author publications, discovering recent research, and identifying highly cited works through web scraping with natural language queries.
    MIT

  • freshcontext-mcp

    PrinceGabriel-lgtm
    A
    license
    A
    quality
    B
    maintenance
    Real-time web intelligence with freshness timestamps. Every extraction returns a dated envelope so AI agents know exactly how old the data is. Covers GitHub, HN, Scholar, arXiv, YC, jobs, finance, and package trends.
    15
    128
    11
    MIT

  • Scholar MCP

    ProPriyam
    A
    license
    B
    quality
    D
    maintenance
    A local MCP server that allows users to search Google Scholar for academic papers by topic, author, and year range without requiring API keys. It utilizes web scraping to provide paginated results for research and academic exploration through natural language.
    4
    2
    MIT
  • BAP MCP by browseragentprotocol

    BAP MCPofficial

    browseragentprotocol
    A
    license
    -
    quality
    C
    maintenance
    Lightweight browser automation server for AI agents, enabling fast (10-25ms per action), structured observations and semantic selectors with zero token overhead.
    3
    Apache 2.0

  • Jina Web Search MCP

    hypersniper05
    A
    license
    -
    quality
    D
    maintenance
    Enables web content retrieval and semantic search capabilities through the Jina AI API. Provides tools to fetch content from URLs and perform intelligent web searches with natural language queries.
    3
    MIT

  • Agentic Browser

    applejuice093
    A
    license
    -
    quality
    A
    maintenance
    Enables agents to control a real Chromium browser with semantic tools, providing compact observations and outcome-verified actions for web interaction tasks.
    1
    MIT

  • gurunavi-mcp

    koduki
    A
    license
    -
    quality
    C
    maintenance
    MCP server that transforms Gurunavi into a browser-driven semantic proxy, providing restaurant search, details, and reservation management through normalized interfaces with safety controls.
    MIT

  • playwright-slim

    mcpslim
    A
    license
    -
    quality
    D
    maintenance
    Token-optimized Playwright MCP server that reduces context window usage by 73.8% by grouping 22 tools into 6 semantic operations, enabling AI assistants to control browsers with minimal token overhead.
    26
    MIT

  • Jina AI Remote MCP Server

    zhijiew
    A
    license
    -
    quality
    C
    maintenance
    Provides web content extraction, search capabilities (web, arXiv, SSRN, images), semantic deduplication, and reranking through Jina AI's Reader, Embeddings, and Reranker APIs.
    1
    Apache 2.0

  • webpilot

    luckysolanki902
    A
    license
    -
    quality
    D
    maintenance
    A semantic terminal browser that renders web pages as structured numbered elements for LLM agents via MCP, enabling agents to navigate, interact, and extract data from any website.
    6
    MIT

  • go_serper_mcp_server

    hightemp
    A
    license
    -
    quality
    D
    maintenance
    A Go-based MCP server that provides comprehensive access to the Serper Google Search API, including tools for images, news, maps, and scholar results. It also features a dedicated endpoint for scraping webpage content directly.
    15
    MIT

  • Crawl4AI RAG MCP Server

    utaschulz1
    A
    license
    -
    quality
    D
    maintenance
    Provides web crawling and RAG capabilities for AI agents, enabling scraping of websites, storing content in a vector database (Supabase), and performing semantic search over crawled data.
    MIT

  • Unified Search MCP Server

    JDeun
    A
    license
    -
    quality
    D
    maintenance
    Enables unified searching across Google Scholar, Google Web Search, and YouTube with enterprise features like caching, rate limiting, and monitoring. Supports simultaneous multi-source searches with filtering options for academic papers, web content, and videos.
    3
    MIT