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Data / Repositories / Web search

Web search repositories on GitHub: 9 ranked by stars

9 public repositories tagged Web search are on GitHub, with 294,249 stars between them; 5 had a push in the last 30 days. Most are written in Python (5), TypeScript (3), Rust (1). The most starred: firecrawl/firecrawl (191,485), mvanhorn/last30days-skill (64,215), ScrapeGraphAI/Scrapegraph-ai (31,623).

SpecStream is the live web data engine for teams and agents. It reads open-source repositories on GitHub and keeps what it reads, and this page groups that reading by topic. Ask for the repositories you track by topic, language, license or activity, and new ones and changes arrive in your sheet, CRM, Slack or agent.

Every repository, most starred first

RepositoryWhat it isLanguageStarsForksLicenseLast pushRead
firecrawl/firecrawlSupercharge your AI agents with data from the web and beyond. Building the library for superintelligence.TypeScript191,48510,124AGPL-3.0Oct 14Oct 14
mvanhorn/last30days-skillAI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summaryPython64,2155,605MITOct 13Oct 14
ScrapeGraphAI/Scrapegraph-aiPython scraper based on AIPython31,6233,221MITOct 6Oct 8
exa-labs/exa-mcp-serverExa MCP for web search and web crawling!TypeScript5,127403MITOct 7Oct 14
mrkrsl/web-search-mcpA simple, locally hosted Web Search MCP server for use with Local LLMsTypeScript1,180161MITAug 8, 2025Oct 14
Shelpuk-AI-Technology-Consulting/kindly-web-search-mcp-serverKindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop…Python39934MITOct 10Oct 14
MiniMax-AI/MiniMax-Coding-Plan-MCPSpecialized MiniMax Model Context Protocol (MCP) server designed for coding-plan users, featuring AI-powered search and vision analysis APIs optimized for code development…Python10131MITAug 20Oct 14
lispking/ferris-searchA blazing-fast MCP (Model Context Protocol) server for multi-engine web search, written in Rust.Rust6117Apache-2.0Apr 6Oct 14
MiniMax-AI/minimax_searchMiniMax Search is an MCP (Model Context Protocol) server that provides web search and browsing capabilities.Python5813Nov 3, 2025Oct 14

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Read from GitHub by SpecStream between October 8, 2026 and October 14, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.