Introduction

The world of electronic design automation (EDA) is gradually entering a new era, where artificial intelligence is becoming an increasingly important part of the hardware development process. While AI-powered tools have already become common in software development, applying AI to electronic circuit design and PCB layout presents a much more complex challenge. Unlike software, hardware design involves electrical connectivity, physical constraints, component footprints, manufacturing rules, signal integrity, and numerous other engineering considerations.

This is where Konnect-EDA comes into the picture.

Developed by Orchis.ai LLC, Konnect-EDA is an AI-assisted PCB design solution built specifically for KiCad 10. Rather than replacing the traditional EDA workflow, it provides a bridge between KiCad and AI assistants, allowing them to interact directly with schematic and PCB projects through the Model Context Protocol (MCP).

The project is particularly interesting because it does not simply use AI to generate circuit diagrams or provide design suggestions. It gives AI assistants access to actual design operations, including component placement, schematic wiring, PCB editing, routing, design-rule checking, and manufacturing exports.

According to its GitHub repository, Konnect-EDA is currently in beta and is free to use until version 1.0. However, it is commercial, closed-source software, meaning its internal implementation is not publicly available.

1. A Different Approach to PCB Design

Traditional PCB design requires engineers to perform nearly every operation manually. Even when using advanced tools such as KiCad, designers still need to place components, connect pins, assign footprints, arrange board layouts, route tracks, and verify the final design.

Konnect-EDA introduces a different workflow.

Instead of manually performing every operation through the graphical interface, a user can instruct an AI assistant to modify the project. The assistant communicates with Konnect-EDA through MCP, which translates AI requests into actual KiCad design operations.

This approach makes Konnect-EDA more than a conventional AI chatbot for electronics. It acts as an interface between an AI assistant and the EDA environment.

The project advertises 226 tools organized into 21 on-demand toolsets. These cover various stages of electronic design, from schematic capture to PCB manufacturing preparation.

One particularly interesting aspect is its compatibility with multiple AI environments. The repository lists support for Claude, Claude Desktop, Claude Code, VS Code, Codex, and other MCP-compatible clients.

This flexibility is important because users are not necessarily locked into a single AI interface.

2. Integration with KiCad 10

One of the strongest aspects of Konnect-EDA is its native integration with KiCad 10.

Rather than operating as a completely separate PCB editor, Konnect-EDA uses KiCad's IPC API to interact with the running PCB editor. This allows AI-generated changes to be reflected directly in the actual design environment.

The implementation is particularly interesting from a technical perspective.

For schematic editing, Konnect-EDA works directly with the .kicad_sch file using S-expression editing and atomic writes. This means schematic modifications do not necessarily require KiCad to be running.

PCB editing, on the other hand, uses KiCad 10's IPC mechanism, based on NNG and Protocol Buffers. This provides real-time interaction with the active PCB editor, including placement, movement, rotation, and routing operations.

The integration also supports KiCad's undo and redo functionality, which is essential when working with AI-generated modifications. Hardware designers need to retain control over their projects, especially when an automated operation produces an unexpected result.

Another advantage is that Konnect-EDA is distributed as a native KiCad plugin package. Installation is performed through KiCad's Plugin and Content Manager, making the initial setup relatively straightforward.

3. AI-Assisted Schematic Capture

Schematic capture is one of the most important stages of electronic design, and it is also an area where AI assistance could significantly improve productivity.

Konnect-EDA allows AI assistants to place components, connect pins, and modify schematic structures. Instead of manually searching for symbols and drawing every connection, users can describe the intended circuit and let the AI perform the corresponding editing operations.

For example, an engineer could request a basic power supply circuit containing an input connector, voltage regulator, capacitors, and output connector.

The AI can then create the corresponding schematic structure.

This is particularly useful for repetitive circuit sections, such as power distribution, microcontroller interfaces, connector circuits, and basic peripheral circuits.

However, there is an important distinction between creating a schematic and designing a reliable electronic circuit.

A circuit that looks correct on the schematic is not necessarily electrically correct. Component ratings, operating conditions, current limits, feedback compensation, grounding, and signal requirements must still be evaluated by an experienced designer.

Konnect-EDA provides tools for electrical rule checking and design reviews, but these should be treated as engineering assistance rather than a replacement for technical verification.

4. PCB Layout and Routing Capabilities

PCB layout is arguably the most challenging part of any EDA workflow, particularly when working with compact boards, high-speed digital interfaces, sensitive analog circuits, or mixed-signal designs.

Konnect-EDA provides AI-controlled PCB operations that include footprint placement, component movement, rotation, and track routing.

The ability to manipulate footprints directly through KiCad's IPC API is especially interesting. It allows an AI assistant to work with the actual PCB rather than generating a separate representation that must later be imported.

The project also includes an integration with Freerouting through the Specctra DSN/SES workflow.

This is an important feature because automatic routing is one of the most time-consuming parts of PCB development. The AI can initiate routing operations, inspect the results, and import routing data back into the KiCad project through a controlled transaction process.

The repository describes revision-bound DSN exports and a strict SES import process. This is a useful design decision because routing results need to correspond to the exact PCB state from which they were generated.

There are also restrictions on the currently supported routing profile. For example, the initial profile preserves fixed straight tracks and through vias, while unsupported geometry is rejected before modification.

This shows that the project is not simply attempting to automate everything without constraints. It introduces explicit boundaries to reduce the risk of damaging existing PCB layouts.

Nevertheless, automatic routing should not be confused with optimal routing. A successfully connected board may still have poor return-current paths, excessive coupling, undesirable impedance characteristics, or unnecessary parasitic capacitance.

For precision analog and high-speed digital designs, engineering review remains essential.

5. Design Verification and Manufacturing Preparation

Another notable feature is the inclusion of design verification tools.

Konnect-EDA supports several checks, including:

• Electrical Rule Check (ERC).

• Design Rule Check (DRC).

• Connectivity validation.

• Decoupling capacitor audits.

• Power-rail reviews.

• Bill of Materials (BOM) health checks.

These functions are valuable because AI-generated designs need a systematic verification process.

Instead of relying entirely on visual inspection, users can request automated checks to identify potential problems before manufacturing.

Manufacturing preparation is also integrated into the workflow. Konnect-EDA can generate Gerber files, drill files, BOM documents, pick-and-place data, 3D models, and PDF outputs.

This makes the tool interesting not only for schematic and PCB creation but also for the transition from design to production.

Additionally, it includes a local JLCPCB component catalog containing approximately 2.5 million parts, allowing users to search for available components and potential alternatives.

For hobbyists and independent hardware developers, this could help reduce the time spent searching for suitable components during the design process.

6. Architecture and Technical Implementation

From an engineering perspective, the architecture of Konnect-EDA is one of its most interesting aspects.

The application is distributed as a single Rust binary, with MCP JSON-RPC communication available through standard input/output or Streamable HTTP transport.

Its architecture combines several different mechanisms:

• Direct S-expression editing for schematic files.

• KiCad IPC API for interactive PCB editing.

• kicad-cli subprocesses for exports and design checks.

• Specctra DSN/SES integration for autorouting.

• Bundled AI skills and agents for guiding AI assistants through KiCad conventions.

Using Rust for the core application is a reasonable choice for a tool that needs to handle structured project files, process communication, and potentially large numbers of design operations.

The separation between schematic editing and PCB editing is also logical. Schematic files can be modified independently, whereas PCB operations benefit from communication with the active editor.

The bundled skills are another interesting feature. They provide AI assistants with guidance on KiCad conventions and the correct use of available tools. This is important because an AI assistant needs more than access to commands; it also needs context about how to use them appropriately.

7. Advantages and Limitations

Konnect-EDA has several promising advantages.

Advantages:

• Native integration with KiCad 10.

• AI-assisted schematic and PCB editing.

• Support for multiple MCP-compatible AI clients.

• Real-time PCB manipulation through KiCad IPC.

• ERC, DRC, and additional design-review capabilities.

• Freerouting integration.

• Integrated manufacturing export workflow.

• Local JLCPCB component search.

• Free access during the beta period.

However, there are also limitations worth considering.

First, Konnect-EDA is closed-source commercial software. Although it is free during beta, users should understand that its long-term licensing model will require license keys starting with version 1.0. Personal, hobby, and student use is expected to remain free, while commercial business use will require a paid license.

Second, it is designed specifically for KiCad 10. This means users need to consider their existing KiCad version and project compatibility before adopting it.

Third, the project is still in beta. Windows is identified as the most-tested platform, while macOS and Linux have some platform-specific limitations and different levels of testing.

Finally, AI-generated electronic designs still require human engineering judgment. ERC and DRC cannot detect every electrical, thermal, signal-integrity, or manufacturing problem.

8. Who Should Try Konnect-EDA?

Konnect-EDA is particularly interesting for independent hardware developers, electronics hobbyists, PCB designers, and engineers who frequently work with KiCad.

For beginners, it could provide a more accessible way to explore schematic creation and PCB layout, although some fundamental electronics knowledge is still necessary to evaluate the results.

For experienced engineers, its biggest potential benefit is reducing repetitive design tasks.

For example, creating a basic microcontroller board, adding common power-management circuits, preparing connector interfaces, or generating manufacturing files could become faster with AI assistance.

It could also be useful for rapid prototyping, where engineers need to explore multiple design variations without manually repeating every operation.

However, I would still recommend using it as an assistant rather than an autonomous PCB designer. Critical design decisions should remain under the control of the engineer.

Official repository: https://github.com/Orchis-ai-LLC/Konnect-EDA 

Conclusion

Konnect-EDA represents an interesting direction for the future of electronic design automation.

Its biggest strength is not simply that it introduces AI into PCB design, but that it connects AI assistants directly to the real KiCad design environment. Through MCP, KiCad IPC, automated schematic editing, routing integration, and manufacturing tools, it attempts to make AI a practical participant in the hardware development workflow.

The integration of schematic capture, PCB layout, design verification, and manufacturing preparation into a single AI-assisted workflow is particularly promising.

There are still important considerations, especially its beta status, closed-source licensing, and the need for human engineering validation. AI cannot yet replace the experience required to design reliable analog circuits, high-speed digital interfaces, or complex power systems.

Nevertheless, Konnect-EDA is worth watching. For KiCad users who want to experiment with AI-assisted hardware development, the beta release offers an interesting opportunity to explore how much of the traditional PCB workflow can be automated.

Overall, Konnect-EDA is a promising AI-assisted extension to KiCad 10, with the potential to change how engineers approach schematic creation, PCB layout, and manufacturing preparation.