AI-ready MCP server for KiCad: automate schematic, PCB, ERC/DRC, DFM, BOM and manufacturing review from Claude, Cursor, Copilot and other AI agents.
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Updated
Aug 15, 2026 - Python
AI-ready MCP server for KiCad: automate schematic, PCB, ERC/DRC, DFM, BOM and manufacturing review from Claude, Cursor, Copilot and other AI agents.
[ECAI 2023] Official implementation of "FATRER: Full-Attention Topic Regularizer for Accurate and Robust Conversational Emotion Recognition"
AI-native schematic design agent, purpose-built for KiCad (zero-dependency pure-stdlib Python CLI): author and edit .kicad_sch from JSON op-lists with net-diff safety rails, run ERC/design/intent/BOM checks, simulate on KiCad's bundled ngspice, source real parts and fetch datasheets, and import Altium .SchDoc/.SchLib/.PcbDoc read-only into KiCad
KiCad MCP server: 100+ Model Context Protocol tools that let an AI assistant do schematic capture and PCB layout. Place parts, route traces, run ERC and DRC, export Gerbers, BOM, and 3D models.
Residual-Based Graph Convolutional Network for Emotion Recognition in Conversation for Smart Internet of Things (Big Data) - Official Repository
The pipeline in this repository allows for the generation of evolutionary rate correlations (ERCs). ERCs use a phylogeny-based approach to look for evolutionary signatures of potential protein-protein interaction. Since ERCs can be fairly straightforward to produce, they can be used as an easy method of discovering candidate protein-protein inte…
JSON-described perfboard / stripboard / breadboard layout for humans and AI agents — auto-routes nets, runs an ERC (electrical-rule check), and renders a two-sided, self-documenting HTML/SVG board. Headless, stdlib-only, LLM-writable and self-verifying.
Cloud-native ML inference service: FastAPI, multi-stage Docker, AWS ECR/EC2 CI/CD via GitHub Actions, MLflow Model Registry, Kubernetes manifests (EKS-ready), Prometheus instrumentation. 10 pytest tests.
AI-native, verification-first EDA kernel for prompt-to-fab electronics: ERC/DRC, routing, KiCad/Gerber export, MCP server, SDK, proof packs.
ERC Token Safety Score — Open standard for token safety scoring on EVM chains. Live oracle on Optimism: 0x3B8A6D696f2104A9aC617bB91e6811f489498047
Reference implementation of ERC-8264 (AI Agent Memory Access Rights) and the companion Portable Agent Memory Capsule + Body Lease draft. Includes CAAP-ROBOTID v1.1 identity module. CC0.
Residual-Based Graph Convolutional Network for Emotion Recognition in Conversation for Smart Internet of Things (Big Data) - Official Repository
A repository to understand ranking metrics as described by Musgrave et al. (2020). Plus some other metrics utilising confidence values.
Some basic stats regarding macroeconomic data and success rate in ERC (2015) grants across countries
MCP server for fetching, indexing, and diffing Ethereum EIPs and specs locally
Describe real electronic circuits in Python — the framework refuses to construct designs that wouldn't physically work.
Multimodal (text+audio+visual) emotion recognition on MELD. Finding: a fine-tuned text encoder accounts for nearly all the gain; frozen audio/visual add no measurable lift. PyTorch + RoBERTa/WavLM/ViT.
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