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crewai - 💡(How to fix) Fix [FEATURE] Add ProxyClaw as a Native Web Access Tool for CrewAI Agents [2 comments, 3 participants]

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crewAIInc/crewAI#5421•Fetched 2026-04-13 05:37:51
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nickberger1993-ainickberger1993-ai
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greysonlalondegreysonlalondenickberger1993-ainickberger1993-aizeel2104zeel2104
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Code Example

from iploop import IPLoop

client = IPLoop(api_key="your_key")
result = client.fetch("https://example.com")  # Returns clean Markdown
RAW_BUFFERClick to expand / collapse

Feature Area

Integration with external tools

Is your feature request related to a an existing bug? Please link it here.

NA

Describe the solution you'd like

Add ProxyClaw as a native CrewAI tool — a residential proxy + web access layer built specifically for AI agents.

What is ProxyClaw? ProxyClaw lets AI agents browse the web through 2M+ residential IPs across 195+ countries, bypass CAPTCHAs, Cloudflare, and anti-bot systems automatically, and returns clean Markdown/JSON instead of raw HTML — making it natively LLM-ready.

Why it fits CrewAI:

  • Enables CrewAI agents to browse any live website, scrape data, and retrieve structured content
    • Returns Markdown/JSON directly — no parsing needed, perfect for RAG and agentic workflows
      • Anti-bot bypass built in — 100% success rate across 66 tested sites, zero config
        • Free tier (0.5 GB, no credit card) + earn credits by running a Docker node
          • Pricing: $1.50/GB vs competitors at $8–15/GB
            • Already integrated with LangChain (pip install langchain-proxyclaw) Links:
  • Website: https://proxyclaw.ai
        • Install: pip install iploop-sdk Example usage in a CrewAI agent:
from iploop import IPLoop

client = IPLoop(api_key="your_key")
result = client.fetch("https://example.com")  # Returns clean Markdown

Describe alternatives you've considered

Existing alternatives like BrightData, Oxylabs, and ScraperAPI are built for human scrapers — they return raw HTML and require complex parsing pipelines. CrewAI's built-in ScrapeWebsiteTool works for simple public pages but fails on Cloudflare-protected, JS-rendered, or rate-limited sites. ProxyClaw was designed from the ground up for AI agents, solving these exact problems natively.

Additional context

ProxyClaw is already integrated with LangChain (live on PyPI: pip install langchain-proxyclaw) and has an open feature request on LlamaIndex (run-llama/llama_index#21366). A CrewAI integration would complete coverage of the major Python agent frameworks.

Stats: 10M+ IPs, 195+ countries, 100% anti-bot success rate, 66 tested sites, free 0.5 GB tier.

Willingness to Contribute

Yes, I'd be happy to submit a pull request

extent analysis

TL;DR

Integrate ProxyClaw into CrewAI by utilizing its API and existing Python SDK to enable native support for residential proxy and web access layer.

Guidance

  • Review the ProxyClaw documentation and API to understand the available endpoints and parameters for integration.
  • Explore the existing LangChain integration (langchain-proxyclaw) as a reference for implementing ProxyClaw in CrewAI.
  • Consider the pricing model and free tier offered by ProxyClaw to determine the best approach for CrewAI users.
  • Evaluate the anti-bot bypass capabilities and success rate of ProxyClaw to ensure it meets CrewAI's requirements.

Example

from iploop import IPLoop

# Initialize ProxyClaw client with API key
client = IPLoop(api_key="your_key")

# Fetch a website using ProxyClaw
result = client.fetch("https://example.com")

# Process the returned Markdown result
print(result)

Notes

The integration of ProxyClaw into CrewAI may require additional error handling and configuration options to ensure seamless usage.

Recommendation

Apply workaround by utilizing the existing Python SDK (iploop-sdk) to integrate ProxyClaw into CrewAI, allowing for native support of residential proxy and web access layer. This approach enables CrewAI agents to browse websites and retrieve structured content without requiring complex parsing pipelines.

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#api#authentication issue#prompt issue#agent setup#task chaining

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