"AWS" matching MCP servers:

Serves small Hugging Face models, starting with a 53-language translator, as MCP tools running on AWS Lambda behind Amazon Bedrock AgentCore Gateway so frontier agents can delegate bulk tasks like text and whole-document translation. The client adds file-based tools that upload documents, run parallel async jobs, and return only the result path.

Enables elders facing memory loss, disability, or language gaps to converse with Alexa in their own language, receiving gentle memory support, medication reminders, two-way family translation, translated narration of their stories, and Ring doorbell monitoring—with check-ins screened for sentiment and safety so that loneliness nudges family members and true emergencies trigger a Step Functions escalation to the care circle. It provides 12 tools, 3 resources, and 2 prompts over Streamable HTTP with OAuth 2.1, and also deploys as a stateless AWS Lambda.

Enables translation of PowerPoint presentations to multiple languages using AWS Bedrock models while preserving formatting. Supports 8 languages including Chinese, Japanese, Korean, and major European languages.