Hi OpenAI community, I would like to share with you a general MCP Tool Use Agent ( Live Demo (MCP Tool Use AI Agent DeepNLP | MCP Marketplace DeepNLP AI Search Deep Research AI Coding and open sourced at GitHub(GitHub - AI-Agent-Hub/mcp-marketplace: OpenSource MCP Marketplace | MCP Servers Tools Meta Dataset | Web API | Web Client Integration), which utilize MCP tools from Open MCP Marketplace and LLM from OpenAI and other series. The general MCP tool use agent can fulfill various users’ tasks, such as AI search, Browser Usage, Finance, Location and Map Service, etc.
Key Features
a. Agent Toolbox: MCP Tool and Server Exploration from Open MCP Marketplace
b. Relevance Tool Selection Dispatcher (RAG of Tools Description, Generate sub query/keywords to search relevant tools and servers)
c. Client for User Control of Tool Call Run Results (Equivalent to Cursor, Claude Desktop)
d. LLM Integration (SOTA Models from OpenAI, Gemini, Claude, Qwen series).
e. Useful MCP Tools Integration (AI Search, Finance, Map and Location Service, Browser Usage, etc.)
Try in the live demo (MCP Tool Use AI Agent DeepNLP | MCP Marketplace DeepNLP AI Search Deep Research AI Coding). You can tried up to 5 times for visitor users and more free quota for registered users.
MCP Tool Use Agent Live App (MCP Tool Use AI Agent DeepNLP | MCP Marketplace DeepNLP AI Search Deep Research AI Coding)
MCP Marketplace(https://www.deepnlp.org/store/ai-agent/mcp-server)
AI Agent Marketplace (GitHub - AI-Agent-Hub/ai-agent-marketplace-index-mcp: MCP Server for AI Agent Marketplace Index from DeepNLP)|(https://www.deepnlp.org/store/ai-agent)
Agent Toolbox
Filter Search and Explore from Open MCP Marketplace (https://www.deepnlp.org/store/ai-agent/mcp-server) and Add Available MCP Servers for Usage
Relevance Tool Selection Dispatcher (RAG)
Client for User Control of Tool Call Run Results
MCP Tools Playground for Various Servers
Agent Use Cases in Various Domain
1. AI Search (Tavily,Brave Search,Google Custom Search)
Query: Latest NBA News
Live Demo: MCP Tool Use AI Agent DeepNLP | MCP Marketplace DeepNLP AI Search Deep Research AI Coding
Try MCP Tool Use Agent from DeepNLP: https://agent.deepnlp.org/agent/mcp_tool_use?server=tavily-ai/tavily-mcp,google-search/google-search
Tool Description:
https://www.deepnlp.org/store/ai-agent/mcp-server/pub-adenot/mcp-google-search
2. Finance
Query: Tencent Stock Price
Query: Find the Microsoft and Nvidia Stock Price and Market Cap. Who has higher market cap today?
Live Demo: MCP Tool Use AI Agent DeepNLP | MCP Marketplace DeepNLP AI Search Deep Research AI Coding
Try MCP Tool Use Agent from DeepNLP: MCP Tool Use AI Agent DeepNLP | MCP Marketplace DeepNLP AI Search Deep Research AI Coding
MCP Server Tool Description：https://www.deepnlp.org/store/ai-agent/mcp-server/pub-AI-Hub-Admin/finance-agent-mcp-server
3. Browser
q=Open arxiv website and show most recent papers
Try puppeteer on MCP Tool Use Agent:
Demo Share: MCP Tool Use AI Agent DeepNLP | MCP Marketplace DeepNLP AI Search Deep Research AI Coding
Tools and Function Detail:
https://www.deepnlp.org/store/mcp-server/mcp-server/puppeteer/puppeteer
- Map and Location
Query: Shanghai Travel Weather
MCP Tool Use Agent:
Query=上海天气怎么样
Live Demo: MCP Tool Use AI Agent DeepNLP | MCP Marketplace DeepNLP AI Search Deep Research AI Coding
Live Demo: q=New York City Weather
Try Map Related MCP Tool Use Agent:
Tools and Function Detail
https://www.deepnlp.org/store/mcp-server/map/pub-baidu-map/baidu-map-mcp-百度地图-mcp-server