Bring Time Tracking
to Pydantic AI
Create your Vinkius account to connect Factorial to Pydantic AI and start using all 12 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 Factorial MCP Server?
Connect your Factorial HR account to any AI agent and take full control of your human resources management and organizational workflows through natural conversation.
What you can do
- Employee & Team Orchestration — List all registered employees and teams to retrieve detailed profiles, organizational roles, and department structures natively
- Leave & Absence Monitoring — Fetch all holiday and leave requests for any given year to track team availability and upcoming time-off boundaries flawlessly
- Shift & Schedule Navigation — Retrieve detailed shift scheduling information for specific months to audit team rotations and operational coverage securely
- Payroll Oversight — List available payslips across the organization for specific months to verify compensation records and financial trail metadata
- Document Discovery — Access stored company documents and folders to retrieve HR policies and internal documentation using natural language
- Company Data Auditing — Fetch global company metadata and administrative configurations to verify workspace settings and organizational identities
- Personnel Intelligence — Resolve specific employee contexts including contact details, manager relationships, and hiring dates limitlessly
How it works
- Subscribe to this server
- Enter your Factorial API Key (found in Settings > Advanced configuration > API Keys)
- Start managing your HR operations from Claude, Cursor, or any MCP-compatible client
Who is this for?
- HR Managers — track leave requests and monitor employee directories without opening the Factorial dashboard
- Team Leads — check team availability and audit shift schedules using natural language conversation
- Finance Teams — verify payslip availability and audit company metadata in real-time
- Operations Teams — manage company documents and verify organizational structures through the chat interface
Built-in capabilities (12)
Clock in for a shift
Clock out from a shift
Get a specific Factorial employee by ID
Get current company identity info
List all company documents
List all Factorial employees
List all company folders
List all holidays for a given year
List all leaves for a given year
List all payslips for a given year and month
List all shifts for a given year and month
List all Factorial teams
Why Pydantic AI?
Pydantic AI validates every Factorial tool response against typed schemas, catching data inconsistencies at build time. Connect 12 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.
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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 Factorial 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 Factorial connection logic from agent behavior for testable, maintainable code
Factorial in Pydantic AI
Why run Factorial with Vinkius?
The Factorial 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 12 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 Factorial using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Factorial and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Factorial 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
Factorial for Pydantic AI
Every request between Pydantic AI and Factorial 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 agent list all leave requests for the current year in Factorial?
Yes. Use the 'list_leaves' tool. You can specify the 'year' parameter, and the agent will fetch all absence and holiday requests, allowing you to track team availability flawlessly.
How do I check the shift schedule for a specific month via chat?
Use the 'list_shifts' tool. Provide the 'year' and 'month' (numeric). The agent will retrieve the detailed scheduling information, providing you with a clear view of operational coverage.
Can I audit payslip availability through the agent?
Absolutely. Use the 'list_payslips' tool for a target year and month. Your agent will verify which employees have available compensation records without you needing to manually navigate the payroll section.
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 Factorial 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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