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ai-agent-marketplace-index-mcp

MCP.Pizza Chef: AI-Agent-Hub

The ai-agent-marketplace-index-mcp is an MCP server that indexes and enables keyword or category-based search of AI agents in the DeepNLP AI Agent Marketplace. It provides APIs to find AI agents by function, category, or use case, monitor their web traffic and popularity metrics, and list new agents. This server supports comprehensive error handling and helps AI assistants discover relevant AI tools efficiently.

Use This MCP server To

Search AI agents by keyword or category in the marketplace Find AI coding, HR, finance, healthcare agents quickly Monitor AI agents' web traffic and popularity metrics List new AI agents to the marketplace index via API Enable AI assistants to discover relevant AI tools dynamically

README

AI Agent Marketplace Index Search MCP Server

MCP Marketplace User Review Rating Badge

MCP Server for AI Agent Marketplace Index from DeepNLP, , allowing AI assistants to searches available AI agents Navigation Page function, tools or use cases by "keywords" or "category". such as find all the "AI coding agents", "GUI AI Agents", "Mobile Use Agent", "Desktop Use Agent", etc.

Features

  • Search AI Agents by query or category, find all available ai agents from the Agent Marketplace Index, such as "AI Coding", "HR AI Agents", "Finance AI Agent", "Healthcare AI Agent", "AI Agents Employees",etc.
  • Monitor AI Agents Web Traffic Performance, such as Google/Bing ranking, Github Stars, Arxiv Reference.
  • API to list your AI agents to the AI Agent Marketplace and Index
  • Comprehensive error handling

Update

Add MCP Marketplace Plugin

Open Project https://github.com/AI-Agent-Hub/mcp-marketplace Open MCP Marketplace DeepNLP Panel

Search Engine for AI Agents

AI Agent Marketplace Directory Search

Tool Listing

Tools Listing

Tool Result

Tools Result

Requirements

  • Python 3.10 or higher
  • Microsoft Bing Search API key
  • MCP-compatible client (e.g., Claude Desktop, Cursor)

Installation

  1. Clone this repository
  2. Install dependencies:
    uv venv
    source .venv/bin/activate  # On Windows: .venv\Scripts\activate
    uv pip install -e .
    

Configuration

Usage

Running the server

uv run -m ai-agent-marketplace-index-mcp

development

cd ./ai-agent-marketplace-index-mcp/src/ai-agent-marketplace-index
mcp dev server.py

Configuring with Claude for Desktop

Add the following to your Claude Desktop configuration file (~/Library/Application Support/Claude/claude_desktop_config.json on macOS or %APPDATA%\Claude\claude_desktop_config.json on Windows):

{
    "mcpServers": {
        "ai-agent-marketplace-index-mcp": {
            "command": "uv",
            "args": [
                "--directory",
                "/ABSOLUTE/PATH/TO/PARENT/FOLDER/ai-agent-marketplace-index-mcp/src/ai-agent-marketplace-index",
                "run",
                "server.py"
            ]
        }
    }
}

Available Tools

1. search_ai_agent

General search of AI Agents for information, websites, content and metric statistic of web traffic, etc.

search_ai_agent(q: str, limit: int = 100, timeout: int = 5)

License

MIT License

ai-agent-marketplace-index-mcp FAQ

How does the ai-agent-marketplace-index-mcp server help AI assistants?
It enables AI assistants to search and discover AI agents by keywords or categories from the marketplace index.
Can I monitor the popularity of AI agents using this MCP server?
Yes, it tracks web traffic performance metrics like Google/Bing ranking, GitHub stars, and Arxiv references.
How do I add my AI agent to the marketplace index?
The server provides an API to list your AI agents to the AI Agent Marketplace and Index.
What kind of error handling does this MCP server support?
It includes comprehensive error handling to ensure reliable search and indexing operations.
Is this MCP server limited to specific AI agent categories?
No, it supports a wide range of categories including coding, HR, finance, healthcare, and more.
Can this MCP server integrate with AI assistants for real-time agent discovery?
Yes, it is designed to be used by AI assistants for dynamic agent search and discovery.
Does the server provide metrics on AI agent usage or just indexing?
It provides web traffic and popularity metrics alongside indexing capabilities.
Where can I find the source code or contribute to this MCP server?
The project is hosted on GitHub under DeepNLP's repository.