Developer Tools MCP 服务器

Flow

Provides local and remote servers to execute FlowMCP schemas for AI–API integration.

Kafka Docker Playground

Enhances the Kafka Docker Playground CLI experience by providing intelligent command completion, validation, and contextual assistance through GitHub Copilot.

KatCoder MySQL

Provides a secure, standardized interface for AI agents and applications to interact with MySQL databases.

YouTube Subtitle

Fetches YouTube video subtitles and transcripts, converting them into multiple formats including SRT, VTT, TXT, and JSON.

Property Info

Connects Claude AI to real estate data, enabling retrieval of basic property information through the ATTOM Data API.

Java Documentation Publisher

Generate structured JSON documentation from Java source code or crawl existing HTML Javadoc for intelligent search capabilities.

Unity Scene Designer

Enables programmatic scene creation and manipulation within the Unity Editor.

CLI Wrapper

Wraps any command-line interface tool and exposes its subcommands as individual Model Context Protocol tools with type-safe parameters.

ShivonAI

Integrates AI recruitment tools with popular AI agent frameworks, enabling access to custom hiring functionalities.

AIE7 Session

Establishes an MCP server leveraging the Tavily API for robust web search functionalities.

Multi

Integrates with GitLab and Jira to expose project, merge request, and issue data to MCP-enabled clients.

Puch AI Starter

Empowers AI assistants to securely connect with external tools and data sources, extending their capabilities.

AppContext

Empowers AI coding assistants with real-time visual context from iOS Simulators and React Native apps.

FutureVuls

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

BOSH

Enables AI assistants to perform BOSH Director operations for cloud infrastructure management and diagnostics.

GitLab

Enables interaction with a GitLab account for tasks like reviewing code, managing merge requests, and administering projects via the Model Context Protocol.

Frappe

Provides an MCP server implementation for Frappe.

Service Atlas API Connector

Facilitates communication with a service dependency API instance for Service Atlas.

FedRAMP 20x

Provides queryable access to FedRAMP 20x security requirements and controls with integrated Azure-first implementation guidance.

Test

Verifies client connectivity for MCP integrations, offering pre-defined tools, resources, and prompts.