How to Use the Crowdin MCP in CrewAI

Q: How would a CrewAI agent get file details from Crowdin?

You'd give an agent the getfiledetails tool. Another agent could first find the file ID using listprojectfiles, then pass that ID to the specialist agent to get the details.

Q: What's a good CrewAI setup for monitoring Crowdin task status?

Create a "Monitor" agent that periodically calls listprojecttasks. If it finds a task with a 'ToDo' status that's past its due date, it can delegate to an "Escalation" agent to notify the project manager.

Q: Can I limit which Crowdin tools my CrewAI agents can use?

Yes, CrewAI's toolfilter option is perfect for this. You can create specialized agents by giving them access to only one or two tools from this MCP Server, like an agent that can only listprojects.

Deploy a team of AI agents with CrewAI to fully automate your Crowdin localization operations, from monitoring to reporting.

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Connect Crowdin MCP to CrewAI

Create your Vinkius account to connect Crowdin to CrewAI and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Crowdin with CrewAI

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Autonomous Project Monitoring Crew

With CrewAI, you don't just run a script; you deploy a team. Create a "Scout" agent that uses `list_projects` and `list_project_files` to find files with low translation progress. It's always watching your projects. When the Scout finds a stalled file, it passes the job to an "Analyst" agent. The Analyst uses `get_file_details` and `list_project_tasks` to figure out who is assigned and why it's delayed. It’s a specialized crew managing your localization pipeline for you.

A CrewAI Team for Financial Ops

Automate your financial reporting. A "Watcher" agent can be tasked to only use `list_project_reports` and look for new "Translation Costs" reports. It does nothing else. Once it finds a new report, it hands it off to a "Summarizer" agent. This second agent's job is to parse the report data and post a clean summary to a finance channel. This whole process runs 24/7, powered by your CrewAI team and this MCP Server.

Automated Project Onboarding

Spin up a crew to handle new project setups. An "Intake" agent can monitor for new projects and use `list_supported_languages` to check that the language codes are valid. It then passes the project to a "Provisioner" agent. This agent's role is to use `list_glossaries` and `list_translation_memories` to make sure the standard company resources are attached. The crew ensures every project is configured correctly from day one.

Setup guide

Set up Crowdin MCP in CrewAI

Prerequisites

Python 3.10+ installed
crewai package (pip install crewai)
Active Vinkius subscription with a valid endpoint token

1

Install CrewAI
Run pip install crewai to install the framework. MCP support is built-in via the mcps parameter.
2

Add the MCP URL to your agent
Pass your Vinkius endpoint directly to the mcps list. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. CrewAI handles tool discovery and caching automatically.
3

Kick off your crew
Create a Crew with your agent and tasks. Call crew.kickoff() — the agent will automatically invoke Crowdin tools as needed.

crew.py

from crewai import Agent, Task, Crew

agent = Agent(
    role="Crowdin Analyst",
    goal="Access and analyze Crowdin data via MCP.",
    backstory="Expert analyst with direct Crowdin access.",
    mcps=[
        "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ],
)

task = Task(
    description="List recent Crowdin transactions",
    agent=agent,
    expected_output="A summary of recent activity",
)

crew = Crew(agents=[agent], tasks=[task])
result = crew.kickoff()
print(result)

Get your connection token →

Prerequisites

Python 3.10+ installed
crewai + crewai-tools packages
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Run pip install crewai crewai-tools. The MCPServerAdapter handles lifecycle management and tool conversion.
2

Connect with MCPServerAdapter
Use MCPServerAdapter as a context manager with SseServerParameters pointing to your Vinkius endpoint. The adapter automatically manages connection lifecycle.
3

Assign tools and run
Pass the returned mcp_tools to your agent's tools parameter. The adapter converts MCP tools to native BaseTool objects compatible with all CrewAI agents.

crew.py

from crewai import Agent, Task, Crew
from crewai_tools import MCPServerAdapter
from mcp import SseServerParameters

server_params = SseServerParameters(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

with MCPServerAdapter(server_params) as mcp_tools:
    agent = Agent(
        role="Crowdin Analyst",
        goal="Access and analyze Crowdin data via MCP.",
        backstory="Expert analyst with direct Crowdin access.",
        tools=mcp_tools,
    )

    task = Task(
        description="List recent Crowdin transactions",
        agent=agent,
        expected_output="A summary of recent activity",
    )

    crew = Crew(agents=[agent], tasks=[task])
    result = crew.kickoff()
    print(result)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Crowdin. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Crowdin MCP in CrewAI

Absolutely. You can assign different Crowdin tools to different agents. For example, one agent monitors tasks with `list_project_tasks` while another watches for reports with `list_project_reports`.

You'd give an agent the `get_file_details` tool. Another agent could first find the file ID using `list_project_files`, then pass that ID to the specialist agent to get the details.

Create a "Monitor" agent that periodically calls `list_project_tasks`. If it finds a task with a 'ToDo' status that's past its due date, it can delegate to an "Escalation" agent to notify the project manager.

Yes, CrewAI's `tool_filter` option is perfect for this. You can create specialized agents by giving them access to only one or two tools from this MCP Server, like an agent that can only `list_projects`.

Your agents will access project settings, file revision history, task assignments, and report metadata. Vinkius provides a sandboxed environment for each tool call, so your Crowdin API key is never exposed directly to your agent's code.

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