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20 Best Web Scraping MCP Servers: compared and ranked, November 2026Ranked from 2,036 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    maintenance
    Enables AI assistants to query a self-hosted, personally ranked news corpus, returning cited answers grounded in the user's own interests and sources without external data transmission.
    AGPL 3.0
  • A
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    D
    maintenance
    Agentic NewsAPI.org MCP server with semantic search, article versioning, ChromaDB retrieval, and Supabase persistence, enabling efficient news article access and management.
    MIT
  • A
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    A
    quality
    D
    maintenance
    Provides tools to fetch and search news from The Verge's RSS feed, allowing users to get today's news, retrieve random articles from the past week, and search for specific keywords in recent Verge content.
    3
    3 npm
    3
    MIT
  • F
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    B
    quality
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    Fetches news articles from Google News, vectorizes them locally using ChromaDB, and enables semantic search through natural language queries.
    2
    -
  • F
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    maintenance
    Enables fact-checking of news headlines using Google Gemini AI and web search verification, and retrieves trending news topics from RSS feeds with comprehensive multi-source analysis.
    1
    -
  • -
    license
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    maintenance
    A remote MCP server that enables searching for news articles on specific topics through the Tavily API without requiring authentication.
    -
  • A
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    A
    quality
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    maintenance
    Enables MCP clients to query upstream documentation through a single search tool, backed by a bundled sample corpus, Vertex AI Search, or an SSH endpoint, returning cited source passages and refusing when nothing relevant is found.
    1
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for RSS aggregation and LLM summarization, allowing users to fetch latest articles, search archives, and generate topic-specific digests via natural language.
    7
    MIT
  • A
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    A
    quality
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    maintenance
    Adds symbol-aware semantic search to coding agents like Codex CLI and Claude Code, enabling precise codebase context via natural language queries.
    4
    89 npm
    277
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Gives every AI agent you use one shared, versioned memory in a local SQLite file, so a fact saved from one app is found by all the others. Runs fully offline with no API key, records which agent wrote each change, and keeps every prior version so nothing is silently overwritten.
    7
    1,672 npm
    4
    MIT
  • A
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    Enables AI-powered querying and serving of markdown documentation with search, Q\&A capabilities, and document analysis. Built for the YC Agents Hackathon with OpenAI integration and rate limiting protection.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Transforms local Git repositories into queryable, context-rich knowledge bases via AST-aware chunking and Git metadata, enabling AI assistants to search and understand codebases with semantic precision.
    -
  • A
    license
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    quality
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    maintenance
    Enables querying Brazilian PCDT clinical protocols from Conitec and generating concise, context-specific treatment summaries using a local LLM, with verified literal citations and links to official PDFs.
    2
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server for SearchApi that provides Google web, news, scholar, and YouTube search as agent-ready MCP tools.
    4
    9 npm
    MIT
  • A
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    A
    quality
    B
    maintenance
    Enables natural language interaction with the Korean Personal Information Protection Act (PIPA) through 37 MCP tools that search, compare, analyze, and verify legal texts, official guidelines, and consulting cases from authoritative sources.
    37
    21 npm
    4
    MIT
  • A
    license
    A
    quality
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    maintenance
    Hybrid retrieval MCP server for searching team markdown journals using BM25 and local vector embeddings, with tools for search, browse, and regex lookup.
    5
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server that connects AI assistants to the public tagesschau.de news API, offering live headlines, category and regional news, full-text search, and live stream URLs without requiring an API key.
    5
    22 PyPI
    3
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    PageSift is an open-source Rust MCP server that crawls websites and extracts clean Markdown and structured content from web pages, PDFs, and Office documents. It supports adaptive rendering, query-focused crawling, and batch extraction for AI agents and RAG pipelines.
    7
    203
    AGPL 3.0
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that gives AI assistants direct access to live AVEVA PI System documentation, eliminating hallucination on PI-specific topics by fetching real answers from the official docs.
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides web and news search via DuckDuckGo with support for region filtering, time ranges, and token optimization for AI assistants.
    2
    42,091 npm
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Web scraping, crawling, and structured data extraction for AI agents. 5 tools: scrape (clean markdown from any URL), crawl (entire sites), map (discover URLs), extract (structured JSON), and search. 833ms avg latency, single binary, self-hostable.
    8
    1,228
    AGPL 3.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to monitor and analyze public opinion, trends, and news from multiple platforms, with support for RSS, keyword filtering, AI translation, sentiment analysis, and trend predictions via natural language conversation.
    27
    GPL 3.0