Bring Change Orders
to Pydantic AI
Create your Vinkius account to connect Clearstory to Pydantic AI and start using all 8 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 Clearstory MCP Server?
Connect your Clearstory account to any AI agent and take full control of your construction project financial data through natural conversation. Streamline how you manage Change Order Requests (CORs) and Time & Material (T&M) tags natively.
What you can do
- Project Oversight — List and retrieve details for all active and inactive construction projects natively
- COR Intelligence — Access and monitor Change Order Requests, including amounts and statuses flawlessly
- Tag Management — List and review digital Time & Material tags directly from the field securely
- Contract Auditing — Access contracts linked to specific change orders flawlessly
- Notification Logistics — List and review change notifications sent between customers and contractors flawlessly
- Rate Visibility — Monitor Labor, Material, Equipment, and Other (LMEO) rates for your projects directly within your workspace
How it works
- Subscribe to this server
- Enter your Clearstory API Key (obtained from Settings > Offices > Integrations)
- Start managing your construction financial data from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Project Managers — monitor COR statuses and project health using natural language
- Specialty Contractors — review T&M tags and change notifications without opening the dashboard
- Finance Teams — quickly look up contract details and project rates straight from their chat interface
- General Contractors — verify change order volumes and supply chain risk across projects
Built-in capabilities (8)
Get detailed information for a specific COR
Get detailed information for a specific project
List change notifications sent between customers and contractors
List all Change Order Requests (CORs)
List all construction projects in Clearstory
List Labor, Material, Equipment, and Other (LMEO) rates
List contracts linked to change orders
List digital Time & Material tags from the field
Why Pydantic AI?
Pydantic AI validates every Clearstory tool response against typed schemas, catching data inconsistencies at build time. Connect 8 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 Clearstory 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 Clearstory connection logic from agent behavior for testable, maintainable code
Clearstory in Pydantic AI
Why run Clearstory with Vinkius?
The Clearstory 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 8 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 Clearstory using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Clearstory and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Clearstory 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
Clearstory for Pydantic AI
Every request between Pydantic AI and Clearstory 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 I see the total amount of outstanding CORs for a project?
Yes! Use the list_change_order_requests tool. The agent will return all CORs, and you can ask it to calculate or filter for the total value of those in 'Pending' or 'Under Review' status.
How do I check the latest T&M tags from the field through the agent?
Use the list_tm_tags tool. Your agent will fetch the most recent digital Time & Material tags, allowing you to review labor hours and material usage without opening the web app.
Where do I find my Clearstory API Key?
Log in to Clearstory, navigate to Settings > Offices, select your office, and go to the Integrations tab. You can generate and copy your API key from there.
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 Clearstory 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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