API Development MCP 服务器

Aws Client

Manages AWS resources through the Model Context Protocol using AWS CLI or boto3.

MemGPT Agent

Implements a simplified MemGPT agent using Spring Boot, exposing it as a REST API or MCP server.

Python Demo

Demonstrates a Python-based server designed for testing with VS Code Copilot in Agent mode.

Test Server

Enables Retrieval Augmented Generation (RAG) systems by providing a Python server that leverages OpenAI's vector store capabilities using the Model Context Protocol (MCP).

Agentic

Exposes runtime MCP Server vulnerabilities related to GitHub and Linear integrations.

Stelang

Implements a Model Context Protocol (MCP) server for educational, experimentation, or personal use.

Blinds Controller

Manage motorized window blinds via Bond Bridge API for smart home automation.

Custom Search

Provides an auto-generated Multi-Agent Conversation Protocol (MCP) server for the Google Custom Search API.

FutureVuls

Integrates FutureVuls vulnerability management service with AI assistants like Claude through the Model Context Protocol.

Google Search

Exposes Google Programmable Search Engine functionality as a tool via the Model Context Protocol.

Zoho CRM

Integrate Zoho CRM capabilities with GenAI applications through a standardized Model Context Protocol interface.

Go Random Number

Generates random numbers, including both integers and floating-point values, within a Golang-based server.

Agent Hub

Facilitates real-time communication and structured collaboration for AI agents by providing a central hub for message exchange and conversation management.

Spotify

Enables AI agents and LLMs to securely connect to Spotify accounts for comprehensive playback control and queue management.

Taskwarrior

Manages task claims and leases for Taskwarrior, enabling controlled multi-agent interaction and preventing conflicts.

CryptoOracle

Provides comprehensive crypto market intelligence, offering data on prices, DeFi TVL, trending assets, NFTs, and chain analytics.

Search Router

Dynamically routes AI agent search queries to optimal providers based on language, query type, and provider availability, ensuring robust search capabilities.

Markapatent

Provides programmatic access to TÜRKPATENT’s trademark, patent, and design databases for intellectual property research tools.

Sports

Integrates sports data including teams, players, standings, and match results from TheSportsDB.

Gutendex

Access Project Gutenberg books through the Gutendex API, requiring no authentication.