What agents need from the web
AI agents and LLM tools fetch pages, search, follow links and sometimes operate browsers. They need:
- Reliable fetching that doesn't fail on bot protection.
- Clean output (text or Markdown) that fits in a model's context.
- Search to find sources.
- Sessions for multi-step browsing.
Geonode's guide for this job: Geonode for AI agents.
Side by side
| Need | Webshare | Geonode |
|---|---|---|
| Proxies for agent-run browsers | Datacenter, static residential, rotating residential | Residential, ISP, datacenter |
| Managed fetch returning Markdown | Not offered | Scraper API |
| Search results as data | Not offered | Search API |
| Site discovery and crawling | Not offered | Map and Crawl APIs |
| MCP integration | Not offered | MCP server for its scraping tools |
| Free tier | Free proxy plan | 1,500 free Scraper API requests a month |
Two architectures
Agent with its own browser or fetcher. The agent runs Playwright, Puppeteer or an HTTP client through proxies. Both providers work. Use sessions per task so multi-step browsing keeps one IP. Webshare's cheap datacenter lists suit agents that mostly read lenient sites; residential from either handles protected ones.
Agent calling web tools. The agent calls a fetch or search tool that returns clean content. Geonode provides these as APIs (and through an MCP server), so the agent never handles proxies, rendering or HTML cleanup. Webshare doesn't offer this layer.
Cost per agent task
Agent tasks are small but frequent. A task that fetches five pages:
- Raw proxies: cost is bandwidth (residential) or a share of a fixed list (datacenter), plus your own compute for rendering and cleanup.
- Managed API: cost is per request, with rendering and cleanup included.
For low and moderate volumes, managed APIs often win on total cost once engineering time is counted; at high volume on lenient sites, raw proxies win.
Proxy tip: If you need managed scraping rather than raw proxies, Geonode also sells a Scraper API with a free monthly allowance, which Webshare doesn't offer. More in our complete Geonode guide.
Safety and policy
Agents can be steered by page content. Treat fetched content as untrusted data, limit what actions agents can take, and respect site terms and rate limits. Both providers' acceptable use policies apply.
Verdict
- Agents that use managed web tools: Geonode.
- Agents running their own browsers on lenient sites: Webshare datacenter lists.
- Hybrid: Geonode APIs for search and hard pages, Webshare lists for bulk reading.
Tool definitions for an agent
A practical agent toolset might include:
| Tool | Backed by |
|---|---|
search(query, country) | Geonode Search API |
fetch(url) returning Markdown | Geonode Scraper API |
fetch_raw(url) for lenient sites | HTTP client through a Webshare datacenter list |
browse(url, steps) | Playwright through residential sessions from either provider |
Expose only the tools the agent needs, and log every call.
Guardrails
- Rate-limit tools per domain and per task.
- Cap pages fetched per task.
- Strip scripts and hidden text from fetched content before passing it to the model.
- Never give agents credentials to important accounts.
Budget tip: Many teams end up using both: Webshare for cheap per-IP datacenter and static residential lists, Geonode for per-GB residential traffic that doesn't expire. Start with Webshare for AI training data.
Cost control
Agents can loop. Set per-task budgets (requests, bytes or dollars), and stop tasks that exceed them. Track cost per completed task per tool, and move common lookups to the cheapest tool that works.
A real-world example
A customer support assistant answers questions using public product documentation. Its fetch tool tries a direct HTTP request through a Webshare datacenter list first; if the response is blocked or empty, it calls Geonode's Scraper API with rendering. Its search tool uses Geonode's Search API. Per-conversation limits cap pages fetched, and every tool call is logged for review.
Before you commit to any provider, it helps to see the wider market: our guide to the best proxies in 2026 compares proxy types by job, and cheap proxies explains how to keep costs down without buying IPs that get blocked.
Key takeaways
- Geonode offers managed fetch, search, crawl and map APIs plus an MCP server; Webshare offers proxies only.
- Agents that call web tools benefit most from Geonode's APIs.
- Agents running their own browsers can use either provider's proxies.
- Treat fetched content as untrusted and limit agent actions.
- Set per-task budgets to stop runaway loops.
FAQ
Does Webshare have an MCP server?
Not at the time of writing. Webshare provides proxies.
Can I use Geonode's APIs from an LLM tool?
Yes, as HTTP APIs or through its MCP server.
Do AI agents need residential proxies?
Only for sites that block datacenter traffic. Many sources work fine on datacenter IPs.
Can AI agents log into websites through these proxies?
Technically yes, but limit this carefully and never expose important credentials to agents.
How do I stop agents from overloading sites?
Rate-limit tools per domain and cap pages per task.
Which is cheaper for agent fetching?
For lenient sites, Webshare datacenter lists; for hard pages, Geonode's API often costs less than running browsers.
Editorial note: Proxy providers change their pools, features and prices often, so treat any figures here as typical ranges at the time of writing and confirm current terms with the provider before you buy.