
Turn repository documentation into deterministic, executable handoffs for coding agents.
Doc Bridge reads repository documentation, ownership maps, and human documentation sites, then gives coding agents the same deterministic handoff: where to start, which files or packages may be edited, which checks prove the change, and which human guide explains the feature. Its core works without an LLM or API key and is available through CLI, MCP, and CI.
Amazon research data APIs for developers, sellers and AI agents, via REST APIs and a remote MCP server.
AI localization made easy: guided translation drafts, automatic checks and team review for software and websites.
Private, on-device speech to text for AI assistants. Transcribe local audio and video files in 25 languages, nothing uploaded.
Deploy anywhere from your AI tool: a hosted MCP server that ships apps to AWS EC2 or any SSH server.