Ai Agent Marketplace Index MCP
A

Ai Agent Marketplace Index MCP

The AI Agent Marketplace Index Search MCP Server provides the function of searching for AI agents by keyword or category, supports monitoring agent performance indicators, and provides API access services.
2.5 points
7.9K

What is the AI Agent Marketplace Index MCP Server?

The AI Agent Marketplace Index MCP Server is a platform for searching and managing AI agents. It allows users to find available AI agents by keyword or category, such as programming assistants, GUI AIs, mobile device usage assistants, etc. In addition, the server also monitors the network traffic performance of AI agents, such as search engine rankings, GitHub star counts, and academic citations.

How to use the AI Agent Marketplace Index MCP Server?

You can start the server with simple commands and begin searching for AI agents. It supports multiple search methods, including keyword search and category filtering. You can also add your AI agents to the market directory.

Applicable Scenarios

Suitable for professionals who need to quickly find AI agents in specific fields, such as developers, corporate HR, and technical teams.

Main Features

Keyword and Category Search
Supports searching for AI agents by keyword or category, such as 'AI Programming', 'Human Resources AI', etc.
Network Traffic Monitoring
Monitors the network traffic performance of AI agents in real - time, including search engine rankings, GitHub star counts, and academic citations.
API Integration
Provides an API interface for developers to easily add AI agents to the market directory.
Comprehensive Error Handling
Built - in perfect error handling mechanism to ensure the stable operation of the system.
Advantages
Powerful search function, supporting multiple search methods.
Real - time monitoring of the network traffic performance of AI agents.
Easy to integrate, providing API support.
Comprehensive error handling mechanism to improve the user experience.
Limitations
Requires Python 3.10 or a higher version.
Depends on external APIs (such as Microsoft Bing), which may involve additional fees.
Some advanced features may require additional configuration.

How to Use

Install the Server
Clone this repository and install the required dependencies.
Configure Environment Variables
Set the necessary environment variables, such as the Microsoft Bing Search API key.
Start the Server
Run the command to start the MCP server.

Usage Examples

Case 1: Search for Programming AI Agents
Search for all AI agents related to programming.
Case 2: Add a New AI Agent
Add a new AI agent to the market directory.

Frequently Asked Questions

How to start the MCP server?
Does it support custom search categories?
What dependencies are required?

Related Resources

Official Documentation
View the detailed documentation of the MCP server.
GitHub Repository
Access the source code on GitHub.
Video Tutorial
Watch the video tutorial of the MCP server.

Installation

Copy the following command to your Client for configuration
{
    "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"
            ]
        }
    }
}
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

A
Airweave
Airweave is an open - source context retrieval layer for AI agents and RAG systems. It connects and synchronizes data from various applications, tools, and databases, and provides relevant, real - time, multi - source contextual information to AI agents through a unified search interface.
Python
12.2K
5 points
V
Vestige
Vestige is an AI memory engine based on cognitive science. By implementing 29 neuroscience modules such as prediction error gating, FSRS - 6 spaced repetition, and memory dreaming, it provides long - term memory capabilities for AI. It includes a 3D visualization dashboard and 21 MCP tools, runs completely locally, and does not require the cloud.
Rust
5.9K
4.5 points
M
Moltbrain
MoltBrain is a long-term memory layer plugin designed for OpenClaw, MoltBook, and Claude Code, capable of automatically learning and recalling project context, providing intelligent search, observation recording, analysis statistics, and persistent storage functions.
TypeScript
7.0K
4.5 points
B
Bm.md
A feature-rich Markdown typesetting tool that supports multiple style themes and platform adaptation, providing real-time editing preview, image export, and API integration capabilities
TypeScript
13.2K
5 points
S
Security Detections MCP
Security Detections MCP is a server based on the Model Context Protocol that allows LLMs to query a unified security detection rule database covering Sigma, Splunk ESCU, Elastic, and KQL formats. The latest version 3.0 is upgraded to an autonomous detection engineering platform that can automatically extract TTPs from threat intelligence, analyze coverage gaps, generate SIEM-native format detection rules, run tests, and verify. The project includes over 71 tools, 11 pre-built workflow prompts, and a knowledge graph system, supporting multiple SIEM platforms.
TypeScript
5.8K
4 points
P
Paperbanana
Python
7.2K
5 points
B
Better Icons
An MCP server and CLI tool that provides search and retrieval of over 200,000 icons, supports more than 150 icon libraries, and helps AI assistants and developers quickly obtain and use icons.
TypeScript
8.5K
4.5 points
A
Assistant Ui
assistant - ui is an open - source TypeScript/React library for quickly building production - grade AI chat interfaces, providing composable UI components, streaming responses, accessibility, etc., and supporting multiple AI backends and models.
TypeScript
6.9K
5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
25.6K
4.3 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
36.8K
5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
75.8K
4.3 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
21.4K
4.5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
66.9K
4.5 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
35.1K
5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
21.8K
4.5 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
100.3K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2026AIBase