Bring File Upload
to Pydantic AI
Create your Vinkius account to connect Uploadcare to Pydantic AI 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.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Uploadcare MCP Server?
Connect your Uploadcare account to any AI agent to fully manage your file handling and CDN media infrastructure via natural conversation.
What you can do
- File Management — List uploaded assets, retrieve specific file technical metadata (like dimensions and CDN URLs), and manage permanent storage states.
- Bulk Operations — Efficiently batch store or batch delete multiple temporary or permanent files in a single operation.
- File Transport — Copy existing files manually to local or remote storage targets, directly through your AI agent.
- Groups & Collections — List immutable file collections (groups) and inspect which individual files are contained within them.
- Project Analytics — Retrieve your Uploadcare project-level metadata, checking your current account storage and bandwidth consumption in real time.
How it works
- Subscribe to this server
- Enter your Uploadcare Public and Secret Keys
- Start managing your media infrastructure from Claude, Cursor, or any MCP-compatible client
Your AI agent becomes the control center for your media distribution platform.
Who is this for?
- Software Engineers — debug upload issues, quickly retrieve CDN URLs, and inspect file technical metadata without opening the dashboard.
- Content Managers — clean up unused assets, organize file groups, and permanently delete massive batches of files using just natural language.
- DevOps Teams — monitor project storage limits, bandwidth usage, and automate the copying of files to external S3 buckets.
- Product Teams — audit recent user uploads and ensure temporary unneeded files aren't taking up storage quotas.
Built-in capabilities (10)
This action is irreversible. Permanently removes multiple files in a single operation
Marks multiple temporary files as permanently stored
g. S3). Copies an existing file to local or remote storage
This action is irreversible. Permanently removes a file and its variants from Uploadcare
Retrieves technical metadata for a specific Uploadcare file
Retrieves information about a specific file group
Retrieves project-level metadata and usage statistics
Lists immutable file collections (groups) in the project
Supports pagination via limit. Lists files stored in your Uploadcare project
Marks a temporary file as permanently stored
Why Pydantic AI?
Pydantic AI validates every Uploadcare tool response against typed schemas, catching data inconsistencies at build time. Connect 10 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
- —
Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
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Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Uploadcare integration code
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Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
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Dependency injection system cleanly separates your Uploadcare connection logic from agent behavior for testable, maintainable code
Uploadcare in Pydantic AI
Why run Uploadcare with Vinkius?
The Uploadcare 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 Uploadcare using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Uploadcare and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Uploadcare to Pydantic AI 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
Uploadcare for Pydantic AI
Every request between Pydantic AI and Uploadcare 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
Can my AI agent batch delete unused Uploadcare files?
Yes! Provide your agent with the list of unused UUIDs or ask it to identify temporary incomplete uploads, and simply command it to batch delete these assets. The agent uses the batch_delete_files tool to permanently erase them from the CDN instantly, freeing up your project's storage.
How can I quickly check my current CDN bandwidth and storage usage?
Instead of digging through the web dashboard, ask your AI agent to get project info. It instantly fetches your Uploadcare project-level metadata, returning your precise storage usage (bytes), traffic bandwidth usage, and active file count. Perfect for quick billing audits.
Will my temporary UI uploads expire automatically?
By default, temporary files uploaded via your front-end will be wiped after 24 hours. To prevent this, you can ask your agent to store this file <UUID> or batch store a bunch of UUIDs. The agent communicates with Uploadcare to mark the files as permanently stored, saving them from the garbage collector.
How does Pydantic AI discover MCP tools?
Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.
Does Pydantic AI validate MCP tool responses?
Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.
Can I switch LLM providers without changing MCP code?
Absolutely. Pydantic AI abstracts the model layer. your Uploadcare MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.
MCPServerHTTP not found
Update: pip install --upgrade pydantic-ai
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