How to Use the WPS 365 MCP in Pydantic AI

Q: How do I read file metadata in WPS 365 using Pydantic AI?

You use the getfileinfo tool. Because of Pydantic validation, you are guaranteed that the returned metadata fields will be correctly typed and structured.

Q: Can I list documents in WPS 365 using Pydantic AI?

Yes, use listfiles. The tool guarantees that the list of files you receive adheres to a strict data model, eliminating unexpected field errors.

Q: What data does the WPS 365 MCP Server touch when using Pydantic AI?

The primary data type touched is file metadata. The getfileinfo tool exposes this, and Pydantic validation ensures that structure is always maintained.

Q: Does WPS 365 and Pydantic AI handle user lists reliably?

It does. When you call listusers, the response payload is strictly validated against your models, meaning you never get unexpected or missing user fields.

Q: If I use WPS 365 with Pydantic AI, how secure is the data?

The system validates listcollaborators and other access controls. This means that when reading collaborator lists, the data structure itself cannot be compromised.

Ensure data correctness with WPS 365 using Pydantic AI type validation.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect WPS 365 MCP to Pydantic AI

Create your Vinkius account to connect WPS 365 to Pydantic AI and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

GDPR Free for Subscribers

Setup WPS 365 with Pydantic AI

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Structuring file interactions in WPS 365

The `get_file_info` tool provides a clean, validated structure for document metadata. If an API call returns garbage data, the agent fails hard with Pydantic validation errors—no silent corruption. When you use `list_files`, the resulting list of documents is guaranteed to match the expected schema, making your downstream logic reliable.

Tracking document changes and history

The `get_folder_content` tool gives a validated structure of everything inside a directory. This prevents agents from assuming files exist when they don't. Similarly, the agent can use `list_folders` to map out the entire file hierarchy, knowing each folder object conforms exactly to your defined types.

Managing user and resource access in WPS 365

The MCP Server's tools allow for validated retrieval of users via `list_users`. You can then check who is involved with a document using `list_collaborators`. This system ensures that every piece of organizational data, like what `get_org_info` returns, adheres strictly to the defined type structure.

Setup guide

Set up WPS 365 MCP in Pydantic AI

Prerequisites

Python 3.10+ installed
pydantic-ai-slim[fastmcp] package
Active Vinkius subscription with a valid endpoint token

1

Install Pydantic AI with FastMCP
Run pip install "pydantic-ai-slim[fastmcp]". The FastMCP toolset replaces the deprecated MCPServerHTTP class with full protocol support.
2

Configure the FastMCPToolset
Pass a JSON-style config dict to FastMCPToolset with your Vinkius URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. Supports Streamable HTTP, SSE, and Stdio transports.
3

Create and run your agent
Pass the toolset to Agent(toolsets=[toolset]) and call agent.run(). Swap openai:gpt-4o for any supported model — Anthropic, Google, Mistral, or Groq.

agent.py

from pydantic_ai import Agent
from pydantic_ai.toolsets.fastmcp import FastMCPToolset

toolset = FastMCPToolset({
    "mcpServers": {
        "wps-365-mcp": {
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
        }
    }
})

agent = Agent(
    "openai:gpt-4o",
    toolsets=[toolset],
    system_prompt="You have access to WPS 365 tools.",
)

result = await agent.run("List recent WPS 365 transactions")
print(result.output)

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 WPS 365. 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.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect WPS 365 now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about WPS 365 MCP in Pydantic AI

You use the `get_file_info` tool. Because of Pydantic validation, you are guaranteed that the returned metadata fields will be correctly typed and structured.

Yes, use `list_files`. The tool guarantees that the list of files you receive adheres to a strict data model, eliminating unexpected field errors.

The primary data type touched is file metadata. The `get_file_info` tool exposes this, and Pydantic validation ensures that structure is always maintained.

It does. When you call `list_users`, the response payload is strictly validated against your models, meaning you never get unexpected or missing user fields.

The system validates `list_collaborators` and other access controls. This means that when reading collaborator lists, the data structure itself cannot be compromised.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript