The real catalog of tools for AI agents

Let AI configure telecom gear over serial: Juniper and Cisco, Icom CI-V, Yaesu/Kenwood CAT, rotators

Let AI agents interact with serial devices — list ports, connect, send, and read.

MCP server for serial port communication. 25 tools, resources, prompts, and stdio/HTTP transports.

An MCP server that exposes RS232 serial port connectivity

Judge hardware timing/serial against a contract: pass/marginal/fail (WS2812, DShot, logs)

Queue parallel-agent worktree branches, test together, serialize and recover Git pushes.

MCP server that exposes RS485 bus connectivity for reading and writing serial data

MCP server for Qiskit quantum computing with circuit serialization utilities

PlatformIO for AI agents: build, flash, serial monitor, tests, crash decoding, size reports.

US telecom availability and intelligence by address, with FCC provenance. Fiber-first.

Interactive PTY sessions over MCP: local shells, SSH, serial ports, and persistent remote sessions.

Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.

Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.

Entogo (Canada) transformers, switchgear, BESS, EV charging: catalogue, lead times, EV sizing, RFQ

Generic MCP server for any SCPI instrument over VISA, TCP or serial, with command allow/deny lists.

Google Search Console MCP Pack

Search, book, and manage scientific research equipment across 500+ STEM core facilities.

Search rankings, clicks, and indexing for your site — in chat.

Agent accountability for product teams: specs, evidence, and ship readiness over MCP.

Hosted, read-only Google Search Console MCP: performance, comparisons, URL inspection, sitemaps.