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"Semantic Scholar" matching MCP servers:

  • semantic-dom-mcp

    helmif
    A
    license
    A
    quality
    B
    maintenance
    Drives a real Chromium browser to extract a page's DOM into compact Semantic JSON with Playwright-native locators, enabling AI agents to generate consistent, accurate Playwright tests.
    4
    27
    3
    MIT

  • Semantic Hints MCP

    timotheeiss
    F
    license
    A
    quality
    B
    maintenance
    A local stdio MCP server that exposes compact semantic observations from UI elements annotated with data-agent-* hints, designed to work alongside the official Playwright MCP for browser automation.
    2

  • cite-mcp

    ndchikin
    A
    license
    B
    quality
    D
    maintenance
    Retrieve citation data effortlessly from CiteAs and Google Scholar. Get BibTeX-formatted citations for your resources with just a few commands. Enhance your research workflow by integrating citation retrieval directly into your applications.
    2
    14
    MIT

  • Nexus MCP Server

    rcdelacruz
    A
    license
    A
    quality
    -
    maintenance
    Enables hybrid web search and intelligent content extraction, combining semantic search with documentation-optimized reading that strips noise and returns clean, token-efficient context for AI agents.
    2

  • Agent Web Interface

    drisplabs
    A
    license
    A
    quality
    A
    maintenance
    Gives AI agents a compact, semantic interface to the browser, returning structured page snapshots with stable element IDs instead of raw DOM. Enables agents to navigate, interact, and extract information from web pages efficiently.
    26
    38
    14
    MIT

  • Jina AI Remote MCP Server

    wlmwwx
    A
    license
    A
    quality
    C
    maintenance
    Provides access to Jina AI's suite of web tools including URL reading, web/image/academic search, content extraction, embeddings, and reranking capabilities. Enables AI assistants to search the web, extract content from URLs, and process information with semantic understanding.
    19
    Apache 2.0

  • Jina AI Remote MCP Server

    acchuang
    A
    license
    A
    quality
    C
    maintenance
    Provides access to Jina AI's web tools including URL-to-markdown conversion, web/image/academic search, screenshot capture, document reranking, and semantic deduplication. Works with optional API key for enhanced rate limits and full feature access.
    19
    Apache 2.0

  • Better Playwright MCP

    livoras
    A
    license
    B
    quality
    D
    maintenance
    A client-server browser automation solution that reduces HTML token usage by up to 90% through semantic snapshots, enabling complex web interactions without exhausting AI context windows.
    28
    13
    15
    MIT
  • Plasmate by plasmate-labs

    Plasmateofficial

    plasmate-labs
    A
    license
    -
    quality
    C
    maintenance
    Agent-native headless browser for AI agents. Converts web pages to a Semantic Object Model (SOM) instead of raw HTML — 17x average token reduction across real-world sites (up to 117x on complex pages). Native MCP server with fetch_page, extract_text, extract_links, and full browser automation. No API key required.
    34
    Apache 2.0
  • 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

  • Chrome MCP Server

    hangwin
    A
    license
    -
    quality
    D
    maintenance
    A Chrome extension-based Model Context Protocol server that enables AI assistants to control your browser, leveraging your existing configurations and login states for complex automation, content analysis, and semantic search.
    12,293
    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