What is a Dynamic MCP server?

Dynamic MCP allows Claude to search for and add specific tools (like database connectors or cloud APIs) during a conversation without needing to pre-configure them in advance.

Is it secure to use my database credentials?

Yes, Docker handles secrets securely and prompts the user for credentials when needed, ensuring they are not hardcoded or exposed in the conversation history.

How long do added servers stay active?

Servers added via this skill are session-scoped, meaning they are active for the duration of your current conversation and are cleared once the session ends.

Do I need to install these servers manually?

No, the skill uses the Docker MCP Gateway to automatically pull and run the necessary containerized servers on-demand when you request them.

What databases are supported?

The toolkit supports a wide range of databases including PostgreSQL, MySQL, SQLite, MongoDB, Redis, and Neo4j through dedicated MCP servers.

Docker MCP Dynamic Toolkit

Name: Docker MCP Dynamic Toolkit
Author: GGPrompts

byGGPrompts

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デプロイメントとDevOps

Discovers and integrates over 170 Model Context Protocol (MCP) servers on-demand to provide just-in-time access to databases, APIs, and cloud services.

概要

The Docker MCP Dynamic Toolkit skill empowers Claude with the ability to search, install, and utilize a vast library of specialized Model Context Protocol (MCP) servers during a live conversation. Instead of requiring complex pre-configuration, this skill allows users to dynamically add capabilities for PostgreSQL, SQLite, GitHub, AWS, and many other services exactly when they are needed. By leveraging containerized Docker environments, it ensures a secure, session-scoped method for Claude to interact with external tools and data sources, drastically expanding the agent's utility beyond its base model.

主な機能

Automated secret management and configuration through the Docker MCP Gateway
1 GitHub stars
Direct integration with popular databases including PostgreSQL, MySQL, and MongoDB
Secure, containerized tool execution with session-scoped persistence
Seamless cloud service access for AWS, Cloudflare, and Google Cloud Platform
On-demand discovery of ~170 official Docker-maintained MCP servers

ユースケース

Executing live queries against local or remote databases during a coding session
Scraping web content and processing it through Gemini-powered document analysis tools
Automating GitHub issue management and repository operations without manual API calls

概要

主な機能

Automated secret management and configuration through the Docker MCP Gateway
1 GitHub stars
Direct integration with popular databases including PostgreSQL, MySQL, and MongoDB
Secure, containerized tool execution with session-scoped persistence
Seamless cloud service access for AWS, Cloudflare, and Google Cloud Platform
On-demand discovery of ~170 official Docker-maintained MCP servers

ユースケース

Executing live queries against local or remote databases during a coding session
Scraping web content and processing it through Gemini-powered document analysis tools
Automating GitHub issue management and repository operations without manual API calls