Hotato runs on your own machine — the client starts it, so there is no endpoint to ping. 340 installs a week from pypi. Last commit 28 Aug 2026.
Open-source, self-hosted conversation QA for voice agents. MIT.
What the code does
We read the source, 6 d ago · rules 995398eba69f
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
return subprocess.run(argv, **kwargs) # noqa: S603 (fixed argv list)
execFile(
paths = {k: os.path.join(bundle_dir, v) if isinstance(v, str) else
env = dict(os.environ)
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
This code can reach further than it looks
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Connect this server
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add hotato -- uvx hotato{
"mcpServers": {
"hotato": {
"command": "uvx",
"args": [
"hotato"
]
}
}
}[mcp_servers.hotato]
command = "uvx"
args = ["hotato"]{
"mcpServers": {
"hotato": {
"command": "uvx",
"args": [
"hotato"
]
}
}
}{
"servers": {
"hotato": {
"type": "stdio",
"command": "uvx",
"args": [
"hotato"
]
}
}
}Alternatives to Hotato
same job, measured the same wayCited news coverage, source trust signals, consensus and foresight for AI agents, over MCP.
Test generation, mocks, coverage analysis for AI agents
Christian source evidence for AI agents, with provenance, tradition coverage, and citation checks.
Self-healing CI tests and proof of work for AI agents
Historical borders and dated map events with source attribution and coverage limits.
Conversions across 221 color spaces, tested against cited sources: CSS strings, gamut, LUTs
Design systems, layout and motion guidance for AI agents, plus headless Chromium visual QA.
Change-aware CI validation and affected-test guidance for coding agents.
Hotato — questions
Answers built from our own checks of this server.