"Using a search API to retrieve ready-made LLM training data from a single query argument" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Search and review real KiCad and Altium PCB designs: schematics, BOMs, netlists, DRC/ERC.
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.
OPC UA companion spec types, namespace dependencies, and engineering units for AI agents
Frontier-design reference: file formats, converters, definitions, sensors, companies, design jobs.
IC datasheet search: parametric part finding, spec lookup, price comparison — grounded in real PDFs.
Electronic component datasheets for AI agents — specs, pinouts, package data on demand.
Create RF signal projects from prompts, inspect graphs, and export IQ data.
Octopart MCP — electronic component search via the Nexar Supply API (GraphQL)
Flash and run real firmware on physical embedded dev boards from an AI agent, over MCP.
Run, build, and validate firmware on virtual hardware from your AI agent. Hardware knowledge corpus.
Query Allen-Bradley and Siemens PLC projects, live tag values, and analyses in plain English.
Documentation for the Spektralwerk spectrometer SCPI API as a streamable HTTP MCP Server
