Topic
AI agents and MCP for construction
Agents are only as useful as the tools they can safely reach. Here's how we expose Procore, P6, and ERP data to AI through MCP, with the routing, permissions, and telemetry IT will ask about.
Real build breakdowns
AI agents & MCP · October 9, 2026
n8n MCP Server Tutorial: Expose and Use MCP Tools in n8n
A step-by-step guide to MCP in n8n: turning workflows into MCP tools for Claude and Cursor, giving n8n agents tools from external MCP servers, and securing both.
AI agents & MCP · October 8, 2026
Governing AI Agents in Construction: A Checklist for IT and Leadership
A practical checklist for putting AI agents into construction systems safely, covering credentials, least privilege, read-first rollout, tool routing, telemetry, evaluation and human approval, drawn from our own builds.
AI agents & MCP · October 8, 2026
What Is MCP? A Practical Guide for Construction Teams
A plain-language guide to the Model Context Protocol for contractors: what MCP servers and gateways do, why large APIs like Procore and P6 need tool routing, and how to start safely.
AI agents & MCP · May 10, 2026
Routing 2,755 Procore API Tools Through MCP Without Drowning the Model
A walkthrough of the Procore MCP server architecture: generated tools for every endpoint, router-mode meta-tools, hybrid retrieval, and a single dispatch chokepoint for safety and audit.
AI agents & MCP · April 29, 2026
MCP Gateway with Telemetry: How Tool Runtime Governs Agent Tools
Tool Runtime pulls many MCP servers into one governed endpoint. Here is how the gateway composes tools per API key, logs every call, and why production agents need this layer.
AI agents & MCP · January 16, 2026
Building AI Agents for Construction with MCP Tools and Procore
A walkthrough of Construct.Chat: building a Procore financials agent with MCP tools, auditing every tool call, and the structure of a 735-tool Procore MCP server.
Watch the walkthroughs
Procore MCP Architecture
Route thousands of Procore API operations through MCP without drowning the model.
Tool Runtime MCP Gateway
Route agent tools through an MCP gateway with telemetry you can actually review.
Construct.Chat Agents
AI agents on live project data—MCP tools working against Procore in the open.
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