Automatically suggests and applies tags to sessions. Actions: suggest (recommend tags), apply (add tags to session), train (learn from examples), config (configure tagging behavior).
Risk signalsAccepts raw HTML/template content (content) · Accepts freeform code/query input (codeBlocks[].code) · High parameter count (19 properties)
Part of the Vibe Coding server.
Free to start. No card required.
AI agents use muse_auto_tag to create or modify resources in Vibe Coding. Write operations carry medium risk because an autonomous agent could trigger bulk unintended modifications. Rate limits prevent a single agent session from making hundreds of changes in rapid succession. Argument validation ensures the agent passes expected values.
Without a policy, an AI agent could call muse_auto_tag repeatedly, creating or modifying resources faster than any human could review. PolicyLayer's rate limiting ensures write operations happen at a controlled pace, and argument validation catches malformed or unexpected inputs before they reach Vibe Coding.
Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.
{
"version": "1",
"default": "deny",
"tools": {
"muse_auto_tag": {
"limits": [
{
"counter": "muse_auto_tag_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}See the full Vibe Coding policy for all 15 tools.
These attack patterns abuse exactly the kind of access muse_auto_tag gives an agent. Each links to the full case and the policy that stops it:
Other write tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.
Automatically suggests and applies tags to sessions. Actions: suggest (recommend tags), apply (add tags to session), train (learn from examples), config (configure tagging behavior).. It is categorised as a Write tool in the Vibe Coding MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Vibe Coding MCP server in PolicyLayer and add a rule for muse_auto_tag: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Vibe Coding. Nothing to install.
muse_auto_tag is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the muse_auto_tag rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for muse_auto_tag. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
muse_auto_tag is provided by the Vibe Coding MCP server (vibe-coding-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 15 Vibe Coding tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
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