Weblate MCP Server with 32 Tools for Claude, Cursor, and AI Agents
Automate localization workflows via Weblate — manage projects, components, languages, and users directly from any AI agent. Vinkius routes your AI agents directly to Weblate through a governed connection. 32 tools ready to use with Claude, ChatGPT, Cursor, or any AI agent — no hosting, no setup, connect in 30 seconds.
Ask AI about this server
Compatible with every major AI agent and IDE

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
What is the Weblate MCP Server?
The Weblate MCP Server routes AI agents like Claude, ChatGPT, and Cursor directly to Weblate via 32 tools. Automate localization workflows via Weblate — manage projects, components, languages, and users directly from any AI agent. Powered by Vinkius — your credentials stay on your side of the connection, every request is auditable. Connect in under 2 minutes.
Built-in capabilities (32)
Tools for your AI Agents to operate Weblate
Ask your AI agent "List all active localization projects in Weblate." and get the answer without opening a single dashboard. With 32 tools connected to real Weblate data, your agents reason over live information, cross-reference it with other MCP servers, and deliver insights you would spend hours assembling manually.
Works with Claude, ChatGPT, Cursor, and any MCP-compatible client. Powered by Vinkius — your credentials never touch the AI model, every request is auditable. Connect in under two minutes.
Why teams choose Vinkius
One subscription gives you the infrastructure to connect your AI agents to thousands of MCP servers — and deploy your own to the Vinkius Edge. Your credentials stay yours. Your data flows directly between your agent and the API. DLP blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade routing and governance, zero maintenance.
Build your own MCP Server with our secure development framework →The Weblate App Connector works with every AI agent you already use
…and any MCP-compatible client


















Use all 32 Weblate tools with your AI agents right now
Vinkius routes your AI agents to Weblate through a governed proxy. Beyond a simple connection, you get full visibility into every action your agents perform, with enterprise-grade security and up to 60% savings on AI costs.
Add group admins on Weblate
Add team administrators to a group
Add group roles on Weblate
Associate roles with a group
Create group on Weblate
Create a new group
Create language on Weblate
Create a new language definition
Create project on Weblate
Create a new project
Create project component on Weblate
Create a new component in a project
Create role on Weblate
Create a new role with specific permissions
Create user on Weblate
Create a new Weblate user
Delete user on Weblate
Delete a user (marks inactive)
Get group on Weblate
Get group details (roles, projects, components)
Get language on Weblate
Get language details (plural formulas, aliases)
Get language statistics on Weblate
Global statistics for a language
Get project on Weblate
Get project details
Get project file url on Weblate
Get the URL to download all translations as a ZIP archive
Get project repository on Weblate
Overall VCS status for the project
Get role on Weblate
Get role details and permission codenames
Get root on Weblate
Get Weblate API root entry point
Get user on Weblate
Get detailed user information
Get user contributions on Weblate
List translations with user contributions
Get user statistics on Weblate
Get user translation statistics
List groups on Weblate
List Weblate groups
List languages on Weblate
List all languages
List project components on Weblate
List components within a project
List project labels on Weblate
Manage project labels
List project languages on Weblate
Paginated statistics for all languages in a project
List projects on Weblate
List all projects
List roles on Weblate
List roles associated with the user
List user notifications on Weblate
List user notification subscriptions
List users on Weblate
Requires management permissions or returns self. List Weblate users
Manage user notifications on Weblate
Manage user notification subscriptions
Perform repository operation on Weblate
Perform VCS operations (push, pull, commit, reset, cleanup)
Update user on Weblate
Update user details
What the Weblate MCP Server unlocks
Connect your Weblate instance to any AI agent to streamline your continuous localization and translation management through natural conversation.
What you can do
- Project & Component Management — List all projects, fetch component details, and explore translation files directly from the Weblate API.
- Language Insights — Retrieve detailed statistics for specific languages to track translation progress and identify missing strings.
- User & Group Administration — Manage user profiles, list contributions, and handle group roles or administrative permissions.
- Repository Operations — Perform critical repository actions like pulling updates or pushing translations to keep your version control in sync.
- Notification Control — List and manage user notification subscriptions to stay updated on translation changes.
How it works
1. Subscribe to this server
2. Enter your Weblate Instance URL and Personal API Token
3. Start managing your localization projects from Claude, Cursor, or any MCP-compatible client
No more switching between your IDE and the Weblate dashboard to check translation status or user permissions. Your AI acts as a localization manager.
Who is this for?
- Localization Managers — quickly check project health, language coverage, and user contributions without manual reporting.
- Developers — trigger repository syncs and inspect component structures directly from the code editor.
- DevOps Engineers — automate user provisioning and group role assignments within the localization infrastructure.
Frequently asked questions about the Weblate MCP Server
Can I check the translation progress for a specific language code?
Yes! Use the get_language_statistics tool with the language code (e.g., 'fr'). The agent will return detailed metrics including translated, fuzzy, and failing strings.
Is it possible to trigger a Git pull or push from the AI?
Absolutely. Use the perform_repository_operation tool. You can specify the project and component along with the operation (like 'pull' or 'push') to sync with your remote repository.
Can I manage user access and view their contributions?
Yes. You can use list_users to see accounts, get_user_contributions to audit translation activity, and add_group_roles to manage permissions programmatically.
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We built the connector to Weblate. Now put your agents to work. Fully governed.
Vinkius is the AI Gateway with managed hosting. Stop building connectors. Every connection runs inside eight layers of security.
Hosted, sandboxed, and live on AWS. You don't provision anything. You don't maintain anything. You connect.
Every tool call, every token, every response. Logged and auditable. Data flows direct from Weblate to your agent. Nothing is stored on our side. Ever.
Eight governance layers on every request. Sensitive data redacted before it reaches the model. Kill switch if anything goes sideways. Always on.
