Bring Construction Management
to Pydantic AI
Create your Vinkius account to connect Procore 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.
Compatible with every major AI agent and IDE
What is the Procore MCP Server?
Connect your Procore construction management platform to any AI agent and oversee projects, quality, and field operations through natural conversation.
What you can do
- Projects Overview — List all active construction projects with status, addresses, timelines, and budget summaries
- RFIs & Submittals — Track Requests for Information and material approvals with assignees, due dates, and response histories
- Field Observations — Review safety and quality observations from the jobsite including priority, photos, and corrective actions
- Punch Lists — Monitor deficiencies to resolve before closeout with locations, assignees, and deadlines
- Daily Logs — Access daily logs with weather, workforce counts, equipment usage, and delay notes
- Drawings — Browse blueprints, elevations, and shop drawings with revision tracking
How it works
- Subscribe to this server
- Enter your Procore Client ID, Client Secret, and Company ID from developers.procore.com
- Start managing your construction projects from Claude, Cursor, or any MCP-compatible client
Procore is the leading cloud-based construction management software, connecting project teams across the entire building lifecycle.
Who is this for?
- Project Managers — get instant status updates on RFIs and submittals without logging into Procore between site visits
- Superintendents — review daily logs and punch items for multiple projects in a single conversation
- Quality & Safety Managers — pull observation reports and track corrective actions across the entire portfolio
Built-in capabilities (8)
Includes budget, schedule, team, and project settings. Get project details
Includes weather, workforce count, equipment, notes, and delays. List daily construction logs
Includes discipline, set, revision, and approval status. List project drawings
Includes type, priority, assignee, photos, and status. List field observations
List all construction projects
Includes description, location, assignee, due date, and status. List punch list items
Includes subject, status, assignee, due date, and response history. List RFIs for a project
Includes title, spec section, status, and approver. List submittals
Why Pydantic AI?
Pydantic AI validates every Procore 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.
- —
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 Procore 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 Procore connection logic from agent behavior for testable, maintainable code
Procore in Pydantic AI
Why run Procore with Vinkius?
The Procore 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 Procore using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Procore and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Procore 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
Procore for Pydantic AI
Every request between Pydantic AI and Procore 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 give me a full project status including open RFIs, pending submittals, and punch items?
Yes! Ask 'Give me a full status for project 2847.' It calls list_rfis, list_submittals, and list_punch_items to compile a consolidated briefing: 4 open RFIs (2 overdue), 7 pending submittals, and 12 punch items. A field-ready summary in seconds.
How can I review what happened on my jobsite yesterday?
Ask 'Show me yesterday's daily log for project 2847.' The list_daily_logs tool returns weather, workforce headcount by trade, equipment on site, work completed, delays, and superintendent notes. Your complete jobsite briefing without a single phone call.
Is this integration read-only?
Yes, entirely read-only. All 8 tools list and retrieve data — none can create, modify, or delete project records. Your OAuth credentials control which projects are accessible, matching your Company Admin permissions.
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 Procore 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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