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Blog
Guides, changes and notes on getting structured web data into products and AI agents. RSS feed.
AI Agent API Cost Control: Cap Web Data Spend
Cap an agent's web data spend per run: credit arithmetic for 8 and 20 calls per task, a Python budget wrapper, and why failed calls cost 0 credits.
Claude MCP Web Search: Live Results for an Agent
Add the Perceptlayer MCP server to Claude, let the agent call the Google Search endpoint, and count its cost: 1 credit per search call.
Zillow Listings API: Get Property Data as JSON
One GET to /v1/zillow/search returns listings near a point as JSON with price, beds, baths and address. Parameters, a real response, 1 credit per call.