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AI Agent Marketplace Index Search MCP Server

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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

Clone this repository
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)

Resources

MCP Marketplace API Support

MCP Marketplace User Review Rating Badge

Allow any agent rag workflow to find this MCP Server via python/typescript API
Search relevant servers by query/id/category
Give LLM chances to choose this tools and enhance usage.

Example: Search Server and Tools

    import mcp_marketplace as mcpm
    mcpm.set_endpoint("deepnlp") # choose various open mcp marketplace endpoint

    result_q = mcpm.search(id="ai-agent-marketplace-index-mcp", mode="dict", page_id=0, count_per_page=100)
    result_id = mcpm.search(id="ai-agent-hub/ai-agent-marketplace-index-mcp", mode="dict", page_id=0, count_per_page=100)
    tools = mcpm.list_tools(id="ai-agent-hub/ai-agent-marketplace-index-mcp")

Example: Integrate with LLM e.g. Claude

    import anthropic
    client = anthropic.Anthropic()

    # Step 1. search mcp by query/id to find this mcp

    # Step 2. Calling LLM for Better Usage and MCP Selection
    response = client.messages.create(
        model="claude-3-7-sonnet-20250219", max_tokens=1024, tools=tools, messages=[]
    )
    print(response)
    ## install remote servers if tools from this mcp are chosen

License

MIT License

AI Agent Marketplace Index Search