Which integrations are available for this server?

Enables web search capabilities via DuckDuckGo, allowing AI agents to perform internet searches and retrieve relevant information and sources. Provides a dedicated Python SDK to integrate its suite of production-ready tools directly into LangChain agent workflows and frameworks.

Agent Toolbox

by Vincentwei1021

Overview Schema Source Related Servers Discussions Admin

TypeScript

Remote

⚡ Agent Toolbox

13 production-ready tools for AI agents — one API key, zero complexity.

npm PyPI License Endpoints Glama

Docs · Playground · OpenAPI Spec · npm

Why Agent Toolbox?

Building AI agents that interact with the real world? You'd normally need:

Without Agent Toolbox	With Agent Toolbox
6+ API keys (Google, OpenWeatherMap, Yahoo Finance, ...)	1 API key
Different auth methods per service	Unified Bearer auth
Parse different response formats	Consistent JSON responses
Handle rate limits per provider	Built-in rate limiting
No caching, redundant calls	Smart LRU caching
Pay $50-200+/mo for APIs	Free tier: 1,000 calls/mo

Related MCP server: ToolCenter MCP

Quick Start (30 seconds)

1. Get your free API key

curl -X POST https://api.toolboxlite.com/v1/auth/register \
  -H "Content-Type: application/json" \
  -d '{"email": "you@example.com"}'

2. Make your first call

curl -X POST https://api.toolboxlite.com/v1/search \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"query": "best AI agent frameworks"}'

3. That's it! 🎉

No credit card. No setup. 13 endpoints ready to use.

13 Endpoints

Endpoint	Description	Cache
`POST /v1/search`	Web search via DuckDuckGo	5 min
`POST /v1/extract`	Extract content from any URL	5 min
`POST /v1/screenshot`	Capture webpage screenshots	1 hr
`POST /v1/weather`	Weather & forecast	15 min
`POST /v1/finance`	Stock quotes & exchange rates	15 min
`POST /v1/validate-email`	Email validation (MX + SMTP)	1 hr
`POST /v1/translate`	Translate 100+ languages	1 hr
`POST /v1/geoip`	IP geolocation lookup	1 hr
`POST /v1/news`	News article search	5 min
`POST /v1/whois`	Domain WHOIS lookup	1 hr
`POST /v1/dns`	DNS record queries	5 min
`POST /v1/pdf-extract`	Extract text from PDFs	1 hr
`POST /v1/qr`	Generate QR codes	24 hr

MCP Server

Use Agent Toolbox as an MCP server in Claude Desktop, Cursor, or Windsurf:

npm install -g agent-toolbox-mcp

Add to Claude Desktop config:

{
  "mcpServers": {
    "agent-toolbox": {
      "command": "agent-toolbox-mcp"
    }
  }
}

See MCP Quickstart Guide for full setup instructions.

SDK Integrations

Python — LangChain

pip install langchain-agent-toolbox

from langchain_agent_toolbox import AgentToolboxSearchTool

search = AgentToolboxSearchTool()
result = search.invoke({"query": "AI agents", "count": 3})

Python — LlamaIndex

pip install llamaindex-agent-toolbox

from llamaindex_agent_toolbox import AgentToolboxSearchTool

search = AgentToolboxSearchTool()
result = search.call(query="AI agents", count=3)

Examples

Example	Description
Research Agent	Auto-research any topic → markdown report
Website Monitor	Monitor sites with DNS + screenshots + content
MCP Quickstart	Claude Desktop / Cursor / Windsurf setup

Pricing

Plan	Price	Calls/month	Rate Limit
Free	$0	1,000	60/min
Pro	$29/mo	50,000	120/min
Scale	$99/mo	500,000	300/min

All plans include all 13 endpoints. No feature gating.

Self-Hosting

git clone https://github.com/Vincentwei1021/agent-toolbox.git
cd agent-toolbox
npm install && npm run build
cp .env.example .env  # Add your config
npm start

Or with Docker:

docker build -t agent-toolbox .
docker run -p 3100:3100 --env-file .env agent-toolbox

Used By

Building with Agent Toolbox? Open an issue to get listed here.

License

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityInactive

ResponsivenessNo issues

Resources

Need Help?

Related Servers

Related MCP Connectors

ClawLinkOAuth
dev.claw-link
MCP server connecting AI agents to 100+ apps (Gmail, Slack, Notion, GitHub) via one-click OAuth.
App Automation Workplace & Productivity
24
UnifAPIOAuth
com.unifapi
Hosted MCP server for live public-data APIs and Skills for AI agents.
Open Data Search AI & Machine Learning
2
Keenable Web Search A
ai.keenable.api
Docs: https://docs.keenable.ai/mcp-server Keenable is a free, remote MCP server that gives agents access to the web index. Search the web with ranked results and date/site filters, then fetch any indexed page as clean markdown. Works out of the box with no account or API key.
Research & Data Search Web Scraping
23
AIsa AOAuth
one.aisa
Your agent needs live data — a competitor's traffic, who to contact there, what people are saying, what Google and ChatGPT answer about you, a company's filings. Normally that is six vendor accounts, six sets of keys and six SDKs. This is one URL. **What you can ask for** • "How much traffic does stripe.com get, where does it come from, and who competes for the same keywords?" • "Find 20 Series-B fintech companies in Germany and the heads of marketing there, with emails." • "Does ChatGPT mention our brand when someone asks for the best CRM — and what does it cite?" • "What is X saying about $NVDA today, and what did the stock actually do?" • "Search the web for this, then scrape the three best pages into markdown." **How to use it** Point any MCP client at https://mcp.aisa.one/mcp and sign in with OAuth — there is no key to create or paste. Then just ask: the agent calls search to find the right operation and use to run it. **Why this rather than the source** 26 sources behind one account and one bill — DataForSEO, Semrush, Ahrefs, Similarweb, Apollo, X/Twitter, Instagram, Reddit, Pinterest, YouTube, Tavily, Exa, Perplexity, Firecrawl, CoinGecko, Kalshi, Polymarket, AgentMail and more, 580+ operations. tools/list returns five tools, not 580, so the introduction does not eat your context window. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** One slice at a time: https://mcp.aisa.one/seo/mcp · /finance/mcp · /social/mcp · /search/mcp · /sales/mcp · /mail/mcp · /gtm/mcp, or a single provider like /twitter-api/mcp. Same account, fewer tools listed, and search still reaches everything. Full list at https://mcp.aisa.one/servers
Finance Search Social Media
51

Related MCP Servers

IteraTools MCP
Web Scraping Image & Video Processing Text-to-Speech
fredpsantos33
A
license
B
quality
D
maintenance
Production-ready MCP server with 40+ tools — QR codes, PDFs, text processing, TTS, web scraping, image generation and more. Built for AI agents.
Updated 6 months ago (2026-03-06 22:16 UTC)
25
22 npm
MIT
ToolCenter MCP
Web Scraping Browser Automation Search
toolcenter-dev
A
license
A
quality
D
maintenance
A comprehensive MCP server providing 15 web tools including search, scraping, screenshots, SEO audits, and DNS/SSL checks through a single installation. It delivers clean, LLM-optimized outputs so AI agents can focus on reasoning rather than parsing raw HTML.
Updated 4 months ago (2026-05-02 22:04 UTC)
15
6 npm
MIT
Local-MCP-server
Browser Automation Web Scraping
BigStationW
F
license
Not graded
quality
D
maintenance
Enables tool-calling LLMs to search the internet, capture website images, extract webpage text, and more via a local MCP server.
Updated 5 months ago (2026-04-27 12:33 UTC)
15
-
hidrix-tools
Search Web Scraping Social Media
sonpiaz
A
license
Not graded
quality
F
maintenance
MCP tool server that gives any AI agent the ability to search, scrape, and analyze content across the internet.
Updated 5 months ago (2026-04-23 20:41 UTC)
42
MIT

Appeared in Searches

AgentAeo MCP Server