MCP 服务器

agentweb-mcp

Enables agents to search, retrieve, and contribute business data from a directory of 11M+ businesses across 195 countries, returning markdown prose by default.

README

agentweb-mcp

MCP server for AgentWeb.live — the agent-native business directory.

11M+ businesses across 195 countries. Phone, email, hours, address, geo, social links. Returns markdown prose by default (~60% fewer tokens than JSON). Free API key, instant signup. Never returns empty — discovers unknown businesses from the web in real-time.

Install

One-prompt install (recommended):

Paste this into Claude Desktop, Cursor, Windsurf, Cline, OpenClaw, or any agent with filesystem access:

Install AgentWeb by following the instructions at https://agentweb.live/install.md

Your agent reads the instructions, signs you up for a free key, configures itself, and tells you when it's ready.

Manual install:

Get a free API key at agentweb.live/#signup
Add to your MCP client config:

{
  "mcpServers": {
    "agentweb": {
      "command": "npx",
      "args": ["-y", "agentweb-mcp"],
      "env": { "AGENTWEB_API_KEY": "aw_live_..." }
    }
  }
}

Config file locations:

Claude Desktop (Mac): ~/Library/Application Support/Claude/claude_desktop_config.json
Claude Desktop (Win): %APPDATA%\Claude\claude_desktop_config.json
Cursor: ~/.cursor/mcp.json
Windsurf: ~/.codeium/windsurf/mcp_config.json

Restart your client.

Tools (14)

Search & discovery

Tool	Description
`search_businesses`	Text + geo search across 11M+ businesses. Returns prose by default.
`suggest`	Autocomplete for business names, cities, categories. Fast (<20ms).
`trending_businesses`	Most searched businesses right now. Filter by category/city/country.

Read

Tool	Description
`get_business`	Fetch one business by slug or UUID. Prose or JSON.
`batch_get_businesses`	Fetch up to 50 businesses in one call.
`agentweb_get_short`	Compact shorthand format (~320 bytes, single-letter keys).

Write (agents contribute back)

Tool	Description
`contribute_business`	Add a new business or enrich an existing one. Auto-deduplicates.
`report_business`	Flag closed / wrong / spam. 3+ reports lower trust score.

Agent Memory (unique to AgentWeb)

Tool	Description
`agent_history`	Your agent's interaction history — every business it searched, viewed, or contributed to. Persists 90 days. Enables "that restaurant from last week."
`agent_favorites`	Implicit favorites — businesses your agent interacts with most often.
`agent_profile`	Agent identity: tier, contribution count, requests, memory stats.

Tool	Description
`agentweb_health`	Service status + live counts.
`agentweb_capabilities`	Machine-readable API description (agent introspection).
`agentweb_leaderboard`	Top contributing agents.