How to connect AI assistants to hardware repos using MCP
Configure an MCP server against hosted KiCad and Altium repos to automate reference design lookups and footprint queries directly inside your AI client.
Ditch static PDF exports and zip files for an asynchronous PCB design review workflow using browser-based renders and web links.
Hardware design reviews traditionally run on friction. An engineer finishes a layout, generates a multi-page PDF schematic, exports a set of Gerber renders, zips the source files, and sends a broadcast email to the engineering team. Half the reviewers lack access to the specific version of Altium or KiCad required to open native source files. The non-layout team members—firmware developers, mechanical engineers, and product managers—stare at static PDFs that fail to show physical layer stacking, component footprints, or net attributes.
When feedback arrives, it lives across disjointed email threads, chat channels, and annotated screenshots. By the time the layout engineer fixes a routing error on layer three, the review materials are obsolete. Repeating this cycle drains days from a build schedule.
Modern hardware teams need an async hardware review process that works with the speed of modern software engineering. Moving the review environment to the browser using dedicated rendering tools cuts out CAD installation overhead, keeps reviewers aligned on the same revision, and builds a permanent record of board changes.
To establish a clean asynchronous review pipeline, eliminate static exports entirely. Instead of generating PDFs, host the project source files in a browser-accessible repository.
Prepare your native KiCad or Altium project files. You do not need to generate manual Gerber files or step exports specifically for reviewers. BoardRepo processes native EDA files directly, extracting schematic sheets, trace layers, copper pours, 3D component models, and the bill of materials into a unified web interface.
Upload your board files to create a central project page. BoardRepo builds a web-accessible visual render of the hardware automatically. Every uploaded project gets a clean, unique link. You can distribute this single web link across your team communication channels instead of emailing heavy file attachments.
An effective pcb design review requires input from multiple engineering disciplines. A web link allows every domain specialist to inspect the design without needing desktop license seats or local EDA software setups.
Schematic Verification: Firmware engineers and system architects open the schematic tab directly in their browser. Using a web viewer for KiCad web viewer or Altium schematic viewer tasks lets developers check pinouts, bus configurations, and net names directly. They do not have to hunt through static multi-page PDF documents.
PCB Layer and Copper Inspection: Mechanical and layout engineers inspect trace routing, plane splits, ground fills, and layer stacking in the PCB viewer. Reviewers toggle copper layers on and off to evaluate signal integrity risks, trace clearances, and thermal vias.
Enclosure Fit and Mechanical Alignment: Mechanical engineers use the interactive 3D model view to inspect component heights, connector placements, and board outlines. Manipulating the 3D render directly in the browser reveals physical interferences with enclosures or thermal hardware long before sending gerbers to the fab house.
BOM and Sourcing Audits: Procurement and manufacturing team members select the BOM tab to inspect part numbers, designators, and package sizes. This allows early detection of long-lead parts or obsolete components before sign-off.
Async hardware review depends on clear version management. When reviewers point out a clearance issue or a wrong pin connection, the layout engineer updates the board files locally and pushes the revision.
BoardRepo maintains full version history for every hosted board. Reviewers can revisit old board revisions, verify that requested changes were implemented, and ensure no secondary regressions were introduced. The team stays aligned on the active revision without managing filename conventions like main_v2_final.zip.
For teams seeking deeper automated checks, BoardRepo includes an MCP server integration. This connects external AI assistants directly to your hosted hardware project. Engineers can query their assistant to pull board data, find component examples across hosted projects, or inspect structural parameters straight from the project files.
Synchronous design review meetings are inefficient. Sitting in a conference room while one person scrolls through an Altium layout wastes high-value engineering hours. Moving to browser-rendered board links shifts the burden of review to asynchronous, focused blocks of time.
By using BoardRepo to render schematics, copper layers, interactive 3D models, and BOMs in a single browser link, hardware teams shorten feedback loops. Reviewers get instant visual access with zero software installation, and layout engineers get clear, actionable feedback grounded in the exact state of the project files.
Configure an MCP server against hosted KiCad and Altium repos to automate reference design lookups and footprint queries directly inside your AI client.
Hardware teams must balance heavy desktop software installs against browser-based project inspection for non-designer stakeholders.
Browser-based CAD inspection and structured AI contexts are replacing email zips and manual BOM checks across hardware project hosting.