Weblate

Weblate MCP Server is an open-source Model Context Protocol (MCP) server that acts as a bridge between AI assistants (e.g., Claude Desktop) and the Weblate translation management platform. It enables natural language-based and programmatic management of translation projects, components, and workflows by exposing the full Weblate REST API through MCP. Designed for organizations or developers looking to automate and enhance translation management with AI-driven workflows and comprehensive project oversight, it offers seamless integration, advanced filtering, error handling, and multi-language/statistical dashboards.