Search / io.github.attenlabs/hotato
hotato
L0· runs locallyOpen-source, self-hosted conversation QA for voice agents. MIT.
v1.9.0 · active · repository · website · descriptor JSON · versions
Search / io.github.attenlabs/hotato
L0· runs locallyOpen-source, self-hosted conversation QA for voice agents. MIT.
v1.9.0 · active · repository · website · descriptor JSON · versions
{
"mcpServers": {
"hotato": {
"command": "uvx",
"args": [
"hotato==1.9.0",
"--from",
"hotato[mcp]",
"hotato-mcp"
]
}
}
}claude mcp add hotato -- uvx hotato==1.9.0 --from hotato[mcp] hotato-mcp[mcp_servers.hotato]
command = "uvx"
args = ["hotato==1.9.0", "--from", "hotato[mcp]", "hotato-mcp"]
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"hotato": {
"type": "local",
"command": [
"uvx",
"hotato==1.9.0",
"--from",
"hotato[mcp]",
"hotato-mcp"
],
"enabled": true
}
}
}{
"mcpServers": {
"hotato": {
"command": "uvx",
"args": [
"hotato==1.9.0",
"--from",
"hotato[mcp]",
"hotato-mcp"
]
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=hotato&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJob3RhdG89PTEuOS4wIiwiLS1mcm9tIiwiaG90YXRvW21jcF0iLCJob3RhdG8tbWNwIl19"
}{
"servers": {
"hotato": {
"type": "stdio",
"command": "uvx",
"args": [
"hotato==1.9.0",
"--from",
"hotato[mcp]",
"hotato-mcp"
]
}
}
}{
"mcpServers": {
"hotato": {
"command": "uvx",
"args": [
"hotato==1.9.0",
"--from",
"hotato[mcp]",
"hotato-mcp"
]
}
}
}extensions:
"hotato":
enabled: true
name: "hotato"
type: stdio
cmd: "uvx"
args:
- "hotato==1.9.0"
- "--from"
- "hotato[mcp]"
- "hotato-mcp"
timeout: 300
This is a local package: the command runs on your machine.
Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.
protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)auth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)stability.changes, stability.rug_pulltool list unknowndeps.known_vulnsno known advisory in 1 resolved packagesdeps.mcp_sdk_versionthe official MCP SDK is not in the dependency graphdeps.resolvable[email protected] resolved: 1 packagesNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+repository +namespace-matches-repo +website ~liveness-unmeasured ~updated-94d-ago
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
[email protected] PyPI0 dependencies, resolved · advisories checked 2026-10-19
No known advisory affects this dependency graph.
Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.
| package | registry | version | runtime | secrets |
|---|---|---|---|---|
hotato | pypi | 1.9.0 | uvx |
No tools observed. Local packages are never executed by the registry.
Schemas: list_tools.
{
"name": "io.github.attenlabs/hotato",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "1.9.0",
"packages": [
{
"version": "1.9.0",
"transport": {
"type": "stdio"
},
"identifier": "hotato",
"runtimeHint": "uvx",
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"packageArguments": [
{
"type": "positional",
"value": "--from",
"description": "uvx flag: install the named package (with extras) and run a console script from it, rather than the bare 'hotato' script"
},
{
"type": "positional",
"value": "hotato[mcp]",
"description": "hotato with the mcp extra, so the hotato-mcp console script and its mcp>=1.2.0 dependency are installed"
},
{
"type": "positional",
"value": "hotato-mcp",
"description": "console script entry point: the hotato MCP server (voice_eval_run, proof-preserving counterexample tools, and read/verify/propose or clone-scoped fleet tools), stdio transport"
}
]
}
],
"repository": {
"id": "1290364502",
"url": "https://github.com/attenlabs/hotato",
"source": "github"
},
"websiteUrl": "https://hotato.dev",
"description": "Open-source, self-hosted conversation QA for voice agents. MIT."
}