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Best Llamaindex Web Scraping AI agents

24 actively-maintained llamaindex web scraping agents · ranked by maintenance health · 33,699+ indexed

Looking for the best open-source llamaindex web scraping AI agent? Beacon indexes 33,699+ agents and MCP servers from GitHub and ranks them by real maintenance health — freshness, stars, and activity — so abandoned repos don't top the list. Save time: one search returns ranked, linkable agents in under a second (vs hours on GitHub). Below are 24 llamaindex web scraping agents you can install today — free, no API key.

Search all llamaindex web scraping agents →

Use from your editor: BEACON_REGISTRY_URL=https://registry-ruby.vercel.app npx -y beacon-mcp — ask your AI to find a llamaindex web scraping agent.

For autonomous agents (API)

Free, keyless discovery — paste into your agent workflow:

GET https://registry-ruby.vercel.app/api/v1/search?q=llamaindex+web+scraping&limit=10
POST https://registry-ruby.vercel.app/api/v1/discover
  Body: {"query": "llamaindex web scraping", "limit": 10}

llms.txt · Why agents use Beacon

Top 24 llamaindex web scraping agents

Llama Index ★ 50,816
agentsdatafine-tuningllamaindexllm
Agents Course ★ 29,945
agentic-aiagentscoursehuggingfacelangchain
Gpt Researcher ★ 28,278
agentaiautomationdeepresearchllms
Webiny Js ★ 8,013
ai-assisted-developmentawsaws-lambdacmsgraphql
Mindsearch ★ 6,888
ai-search-enginegptllmllmsmulti-agent-systems
Exa Mcp Server ★ 4,689
code-searchcodesearchcrawlingmcpmcp-server
Mcpo ★ 4,293
mcpmcp-servermcp-to-openapiopen-webuiopenapi
Httprunner ★ 4,285
adbagent-tarsmcp-servermcphosttesting
Lazyllm ★ 3,853
agentsai-agentdatadeep-learningdocumentation-tool
ai-crawlerai-scraperai-scrapingai-searchai-tools
Seekdb ★ 2,820
ai-agentscopy-on-writeembedded-databasefull-text-searchhnsw
Ddgs ★ 2,800
apiddgsdhtmcpmcp-server
Handy Ollama ★ 2,472
agentgguflangchainlarge-language-modelsllamaindex
Alan Sdk Web ★ 2,434
aiai-assistantai-chatai-chat-botconversational-ai
Js Reverse Mcp ★ 2,158
anti-detectionbrowser-automationcdpchrome-devtoolsdebugging
Webclaw ★ 1,714
aiai-agentsai-scrapingclicrawler
ailangchainlangchain-jssolanasolana-langchain
Llphant ★ 1,698
agentautophpembeddingsgenaigenerative-ai
aiai-agentsawesome-listbrowser-automationllms
modelcontextprotocolmcpserver
Grafbase ★ 1,231
aiapienterprise-graphqlfederationgraphql
A2v ★ 1,201
a2a-protocolai-agent-networkbnb-chainethereummcp-server
ai-agentai-scraperai-scrapingai-studioopen-source-ai
Rustpbx ★ 663
freeswitchpbxsipsip-proxyvoice-agent

Frequently asked questions

What is the best open-source llamaindex web scraping agent?

Top-ranked llamaindex web scraping agents on Beacon include Llama Index, Agents Course, Gpt Researcher, ranked by maintenance health — recent activity, GitHub stars, and open-issue load — not stars alone.

Are these llamaindex web scraping agents free to use?

Yes. Every llamaindex web scraping agent listed is open-source and free. Beacon is a free directory — no API key or signup to browse or search.

How do I use a llamaindex web scraping agent from my editor or AI assistant?

Run 'npx -y beacon-mcp' to add Beacon as an MCP server in Cursor, Claude Desktop, Cline, or Windsurf, then ask your AI to find a llamaindex web scraping agent.

How does Beacon save time finding a llamaindex web scraping agent?

Instead of searching GitHub and reading dozens of READMEs, call GET https://registry-ruby.vercel.app/api/v1/search?q=llamaindex+web+scraping — sub-second results ranked by health, stars, and activity.

Can autonomous AI agents discover llamaindex web scraping tools programmatically?

Yes. Agents read https://registry-ruby.vercel.app/llms.txt and call POST /api/v1/discover with {"query": "llamaindex web scraping"} — no API key required.

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