nowfound

AI · June 3, 2026

AgentWeb

I built AgentWeb - a free, structured business directory API designed specifically for AI agents. The problem: AI agents that need real-world business data (phone numbers, emails, hours, addresses) have to either scrape Google (which blocks them) or parse random websites (unreliable). There's no clean data layer for agents to query. What AgentWeb does: 11M+ businesses across 195 countries Full-text + geo search (PostGIS-powered, <50ms) Clean JSON with trust scores and confidence ratings MCP server for Claude Desktop (npx agentweb-mcp) Works with OpenAI, Anthropic, LangChain function calling…

AgentWeb launched on June 3, 2026 with 2 votes.

What it does

AgentWeb is a free API + MCP server that gives AI agents real-world data. Look up 72M+ businesses across 195 countries (name, phone, address, website, category, ratings), run live local search for any place or service, and pull real-time travel — flights, hotels, car rentals, attractions, weather, currency — all with booking links. Install in one line: npx -y agentweb-mcp. Works in Claude, Cursor & any MCP client. No key friction, free forever.

85M+ businesses, live local search, real-time travel and a recipe engine that searches any site — one free API for AI agents. MCP-native. Works with Claude, Cursor, ChatGPT, Hermes, n8n.

85M+ businesses across 195 countries, live local search, real-time travel, and a recipe engine that searches any major site. The best real-world data — fast, structured, and free . The freshest, most complete real-world data — fast, structured, and free. Returned as markdown prose (~60% fewer tokens) or JSON. Phone, address, website, category & ratings across 195 countries — one call returns everything. Freshest results for any place or service — today's hours, latest ratings — with live booking links. One call searches flights, hotels, cars, attractions, buses, weather & currency — 9 recipes, 13 endpoints, 1–3s. One line connects Claude, Cursor, Windsurf, ChatGPT, Hermes & n8n. Hosted HTTP…from agentweb.live

In the maker’s words, at launch

I built AgentWeb - a free, structured business directory API designed specifically for AI agents. The problem: AI agents that need real-world business data (phone numbers, emails, hours, addresses) have to either scrape Google (which blocks them) or parse random websites (unreliable). There's no clean data layer for…

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