Bring Localization
to OpenAI Agents SDK
Create your Vinkius account to connect Crowdin to OpenAI Agents SDK and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
Compatible with every major AI agent and IDE
What is the Crowdin MCP Server?
Integrate Crowdin, the leading localization management platform, directly into your AI workflow. Manage your translation projects, monitor file statuses, and track localization tasks using natural language.
What you can do
- Project Management — List and retrieve detailed settings and statuses for all your localization projects.
- File Operations — Monitor files within projects and retrieve specific file metadata.
- Task & Workflow Tracking — Track translation and proofreading tasks to ensure timely delivery.
- Resource Insights — Access glossaries, translation memories, and supported language lists via chat.
How it works
- Connect the Crowdin integration to your AI assistant.
- Authorize using your Crowdin Personal Access Token (found in your account settings).
- Manage your global localization strategy through intuitive conversation.
Who is this for?
- Localization Managers — Quickly check project progress and task statuses on the go.
- Developers — Audit project files and translation memories via chat.
- Content Strategists — Explore glossaries and supported languages during internationalization planning.
Built-in capabilities (10)
Touches file structure, revision history, and per-language translation status boundaries. Get metadata for a specific file in a project
Touches source/target language settings and project-level activity summary boundaries. Get detailed settings and status for a project
Resolves glossary names, IDs, and language pairs used for terminology management. List all glossaries available in the account
Resolves file names, IDs, paths, and current translation progress metrics. List all files within a specific project
Resolves report names, types (Translation Costs, Progress), and creation timestamps. List generated reports for a specific project
Resolves screenshot IDs, tags, and linked string identifiers used for visual context. List all screenshots uploaded to a project for context
Resolves task titles, types (Translation, Proofreading), status, and assigned linguist references. List translation and proofreading tasks for a project
Resolves project names, IDs, source languages, and target languages for localization workflows. List all localization projects in your Crowdin account
Resolves language codes, human-readable names, and locale identifiers. List all languages supported by Crowdin
Resolves TM names, IDs, and segment counts for reuse in future translations. List all translation memories (TMs) available
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 10 tools from Crowdin through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Crowdin, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- —
Native MCP integration via
MCPServerSse, pass the URL and the SDK auto-discovers all tools with full type safety - —
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
- —
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
- —
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Crowdin in OpenAI Agents SDK
Why run Crowdin with Vinkius?
The Crowdin connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.

* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.




Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Crowdin using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Crowdin and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Crowdin to OpenAI Agents SDK through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Crowdin for OpenAI Agents SDK
Every request between OpenAI Agents SDK and Crowdin is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I get a Crowdin Personal Access Token?
Log in to your Crowdin account, navigate to Account Settings > API, and you will find the Personal Access Tokens section to generate a new token.
Can the agent upload new files for translation?
This integration currently focuses on listing and retrieving project and file data. File uploads should be handled through the Crowdin dashboard or CI/CD integrations.
Does Crowdin support custom glossaries?
Yes, you can use the list_glossaries tool to view all glossaries available in your account, ensuring consistent terminology across your projects.
How does the OpenAI Agents SDK connect to MCP?
Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
Can I use multiple MCP servers in one agent?
Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
Does the SDK support streaming responses?
Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.
MCPServerStreamableHttp not found
Ensure you have the latest version: pip install --upgrade openai-agents
Agent not calling tools
Make sure your prompt explicitly references the task the tools can help with.
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