Bring Embedded Finance
to Pydantic AI
Create your Vinkius account to connect Fig Finance 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.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Fig Finance MCP Server?
Fig Finance is an AI-powered embedded finance platform for emerging markets. This MCP server allows your AI agent to interact with your Fig Finance account flawlessly.
Key Features
- Customer Orchestration — Register and manage customer profiles for real-time credit assessment natively.
- Loan Intelligence — Query tailored loan offers and track application statuses flawlessly through the agent.
- Disbursement Flow — Trigger and monitor fund disbursements for approved loans synchronously.
- Repayment Tracking — Access detailed repayment schedules and status for active loans flawlessly.
- Financial Overview — Monitor your account balance and transaction history flawlessly natively.
- Identity Verification — Verify the authorized application and profile details through the agent flawlessly.
How it works
- Subscribe to this server
- Enter your Fig Finance API Key (found in your partner dashboard)
- Start managing your embedded lending from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Fintech Partners — integrate credit products into your existing platform without manual portal navigation
- B2B Marketplaces — manage merchant financing and vendor credit directly from your chat workflow
- Operations Teams — automate loan tracking and customer assessment through simple natural language queries
Built-in capabilities (12)
Apply for a loan on behalf of a customer
Register a new customer for lending
Trigger fund disbursement for an approved loan
Get current wallet balance in Fig Finance
Get details for a specific customer
Get available loan offers for a customer
Get the current status of a loan
Get details for the authorized application account
Get the repayment schedule and status for a loan
List all customers in your Fig Finance account
List all loans in the account
List all financial transactions
Why Pydantic AI?
Pydantic AI validates every Fig Finance 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 Fig Finance 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 Fig Finance connection logic from agent behavior for testable, maintainable code
Fig Finance in Pydantic AI
Why run Fig Finance with Vinkius?
The Fig Finance 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 Fig Finance using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Fig Finance and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Fig Finance 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
Fig Finance for Pydantic AI
Every request between Pydantic AI and Fig Finance 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 obtain my Fig Finance API Key?
You can generate your API Key within your Fig Finance Partner Dashboard under the Developer or API Keys section.
Does Fig Finance support real-time disbursement?
Yes, Fig Finance focuses on automated and near-instant disbursements once a loan application is approved through its AI algorithms.
Can I check the wallet balance of my account?
Yes! The get_balance tool allows you to retrieve the current available balance in your Fig Finance account flawlessly.
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 Fig Finance 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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