"A guide for reducing token count in AI requests" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Electronic component datasheets for AI agents — specs, pinouts, package data on demand.
Japanese catalog of physical devices AI agents can control: connectivity ratings, APIs, sources.
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.
Intel HEX record count, input discarded
Intel HEX type-00 count, input discarded
Motorola S-record count, input discarded
Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.
Verified KiCad footprints, symbols & 3D models for AI agents. No signup, CC-BY-4.0, quality-gated.
IC datasheet search: parametric part finding, spec lookup, price comparison — grounded in real PDFs.
Create RF signal projects from prompts, inspect graphs, and export IQ data.
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.
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
