AppMatic Tech engineers MCP servers that make construction project data, from RFIs and submittals to schedules and field reports, queryable by language models, built with Node.js, TypeScript, and PostgreSQL. A project assistant answers status and document questions across systems through scoped tools, so teams stop hunting through folders. 330+ products shipped since 2017.
Construction projects generate RFIs, submittals, drawings, and daily reports across several tools, and answers get buried. AppMatic Tech builds an MCP server that unifies these into queryable tools, so a project assistant retrieves the right document or status without a manual search.
MCP Server Development Stack for Construction
| Layer | What AppMatic Tech uses |
|---|---|
| MCP transport | Model Context Protocol over streamable HTTP |
| Server runtime | Node.js + TypeScript |
| Project sources | PM platform (RFIs, submittals), schedule, field-data app |
| Data + audit | PostgreSQL, per-call audit log |
| Access control | Project-scoped tokens, per-role visibility |
How AppMatic Tech Delivers This
- Map the project systems: RFIs, submittals, schedule, and field reports, and how they relate to a project.
- Define MCP tools per document type with typed inputs and project-scoped access.
- Normalise records so the assistant queries one consistent surface.
- Validate against real project questions with a site team.
- Deliver with documentation and a support SLA.
Proof: Related AppMatic Tech Build
AppMatic Tech's own MCP build making construction project data AI-queryable across systems.
Frequently Asked Questions
- What construction data can an MCP server expose?
- AppMatic Tech builds MCP servers that expose RFIs, submittals, schedules, and field reports as queryable tools, so a project assistant answers document and status questions across the systems a construction team already uses.
- Does access stay scoped to a single project?
- Yes. AppMatic Tech scopes tokens per project and per role, so a tool call only returns records the requester is entitled to see across that project.
- How does this connect to existing PM tools?
- AppMatic Tech integrates the MCP server with the project management platform and field-data app already in use, normalising their records rather than requiring the team to migrate.
Further reading: Can ChatGPT or Claude Read Your Construction Project Data? How MCP Makes It Possible