MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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BenchWeave is a Python test-bench gateway for embedded systems, combining reusable instrument and DUT plugins, shared device profiles, and safety-aware automated testing using AI.
MIT ★ 2 -
OpenEmbedded/Yocto layer for embedded lab automation with CI/CD runners, flashing tools, power control, hardware testing, remote access and Agentic AI automation.
NOASSERTION ★ 18 -
Let your coding agent develop firmware on the real board, with the hardware as the gate.
pypi Apache-2.0 ★ 26 -
Hardware-in-the-Loop (HIL) automation gateway and FastMCP server for embedded target boards
Apache-2.0 ★ 4 -
Run PostgreSQL locally without installing it: named instances of any version in the background, SQL with readable results and errors, schema inspection, SQL formatting, and an MCP server for AI assistants.
npm MIT -
DVERA connects coding agents to CT for C/C++ unit and integration verification in functional-safety projects through MCP and Skills.
MIT -
Safe I/O harness for LLM agents: serial, Modbus TCP, MQTT, file sandbox and ESP32 flashing behind an MCP server, with a JSONL audit journal - plus ironbench, a pass@k benchmark for firmware agents on Wokwi/Renode/real hardware.
MIT ★ 2 -
An MCP client and a retrieval MCP server over a production RAG corpus. Typed responses instead of JSON strings, so a drifting tool schema fails loudly instead of returning a confident wrong answer. 83 tests, 4 ADRs.
MIT -
Orbit OS MCP Server — let AI agents control GPIO, I²C, UART, SPI, PWM, Wi-Fi and Bluetooth on real hardware. Development & testing tool.
Apache-2.0