AI Agent Marketplace Index

Example Use Cases

• 1

  Discover AI agents or tools by keyword or category (e.g., 'AI coding agents', 'HR AI Agents', 'Finance AI Agent').

• 2

  Retrieve web-metric signals (search ranking, GitHub stars, arXiv references) to evaluate the popularity or credibility of an agent or tool.

• 3

  Integrate searchable tool metadata into LLM workflows or MCP clients (e.g., Claude Desktop) to enable automated tool selection and installation.

Description

This MCP server exposes search and listing functionality for an AI Agent Marketplace index, allowing queries by keywords or category to find agents, tools, and use cases. It can surface web traffic and popularity metrics (e.g., search ranking, GitHub stars, arXiv references) and provides an API to list agents into the marketplace. The server is designed to integrate with MCP-compatible clients (e.g., Claude Desktop, Cursor) and LLM workflows, and can be configured to use external search APIs like Microsoft Bing for enrichment. It is distributed as an open-source component to help agents discover and select specialized AI tools.