"Understanding and Working with a Huge Codebase" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
RF module design: transmit, receive and T/R chains, stackup, thermal, PDN and compliance.
Read-only VNISH firmware metadata, Ninja guidance and input-based mining economics calculations.
OPC UA companion spec types, namespace dependencies, and engineering units for AI agents
The hardware truth contract engine for AI engineering agents. Turns raw datasheet PDFs into verified engineering contracts across 16 extraction modules, featuring deterministic spatial document mapping, IPC-compliant PCB footprints, alternate-function matrices, and zero-hallucination mathematical audits.
Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.
Medius docs: the binary control protocol, device behavior, and the medius Rust library.
Create RF signal projects from prompts, inspect graphs, and export IQ data.
Search and review real KiCad and Altium PCB designs: schematics, BOMs, netlists, DRC/ERC.
M12 lens and C-mount lens finder with image-sensor matching and field-of-view calculator.
Query Allen-Bradley and Siemens PLC projects, live tag values, and analyses in plain English.
Source-linked robotics projects, bills of materials and components for AI agents.
Run, build, and validate firmware on virtual hardware from your AI agent. Hardware knowledge corpus.
Documentation for the Spektralwerk spectrometer SCPI API as a streamable HTTP MCP Server
