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93,454 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,731 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    A
    maintenance
    MCP server for structured web data access, enabling local-market research and lead-list enrichment by returning business names, locations, ratings, and review signals from concrete queries.
    1
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides an MCP server for scraping and retrieving data from GitHub Projects, including issues, pull requests, and organizational metadata. It enables natural language interaction with project boards and repository contents using GitHub Personal Access Tokens.
    1
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  • A
    license
    A
    quality
    B
    maintenance
    Model Context Protocol (MCP) server for web content fetching and extraction. Enables fetching webpages, extracting clean content using Trafilatura, discovering links, and batch fetching up to 10 URLs.
    4
    38 PyPI
    3
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A production-ready Model Context Protocol server that enables language models to leverage AI-powered web scraping capabilities, offering tools for transforming webpages to markdown, extracting structured data, and executing AI-powered web searches.
    8
    100 PyPI
    113
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    SocialCrawl provides the "best" quality public web data on the internet. Access 65+ real-time social media, e-commerce and public web data from a single API with a single schema.
    5
    382 npm
    23
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An APAC-native web scraping API for AI agents that provides tools for scraping, crawling, searching, and extracting structured data from websites, directly usable from MCP-compatible clients like Claude Desktop, Cursor, and Windsurf.
    7
    4 npm
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables searching and scraping job postings from supported sites via Playwright, extracting details, registering them to a Notion database with deduplication, and sending tiered collection summaries to Discord.
    4
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  • A
    license
    A
    quality
    A
    maintenance
    Turns any web page into structured data without an LLM or API key: reads the JSON-LD, microdata, RDFa, OpenGraph and other data a page declares, with where each value came from, and returns clean markdown or extractors learnt from examples. Obeys robots.txt.
    12
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Given a company domain, finds specified page types (like pricing or careers) on the company's own website and returns the URL, discovery method, and confidence score, optionally extracting structured data from the page.
    1
    21 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables reading web pages and PDFs as clean Markdown, extracting main content and letting agents query for relevant passages, outline sections, search in-page, and list links while respecting robots.txt and blocking private addresses.
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to discover and extract sitemaps from any website, providing tools for finding sitemap files, extracting URLs, and performing full crawls.
    3
    9 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables discovery of 1990s-early 2000s Japanese personal websites from web archives by replaying old discovery routes like directories and web rings, with tools for fetching archived pages and extracting links.
    10
    18 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides financial data for Indian listed companies from screener.in, enabling users to search companies and fetch financial statements, ratios, and peer comparisons.
    2
    10 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for Screaming Frog SEO Spider headless crawls without GUI. 8 tools for crawling sites, exporting data, and managing crawl storage. Cross-platform (Mac + Windows). Forked from bzsasson/screaming-frog-mcp with 6 critical bug fixes.
    8
    2
    MIT
  • F
    license
    A
    quality
    A
    maintenance
    An MCP server that bridges LLMs with dynamic real-world data by leveraging Chrome DevTools Protocol to intercept and reconstruct network traffic, enabling AI agents to extract high-quality structured data from complex web environments.
    3
    89
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