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Enables interaction with PostgreSQL databases for executing SQL queries, exploring table schemas, and performing data analysis with robust error handling and connection pooling.

Transforms stdio-based MCP servers into websocket-accessible servers, enabling network-based communication and simplified client development.

Extracts and processes complete transcripts from YouTube videos using a single tool that accepts video URLs, enabling content analysis without watching the videos.

Integrates with Amazon Advertising API to provide marketers direct access to advertiser accounts, listings, and performance data through a simple command-line interface requiring only an API key for authentication.

Enables interaction with Obsidian vaults for file operations, content search, and metadata management, facilitating note-taking and knowledge base organization.

Integrates with Waldur's cloud management platform API to enable natural language-driven provisioning, monitoring, and billing of multi-provider cloud resources.