Write files/config/<pkg>.json safely and verify the config provider readback.
AI agents use apply_algorithm_aide_config to create or update resources in Algorithmaide — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Algorithmaide environment.
This tool creates or modifies configuration files for packages on a real Android device. While the operation is reversible (configs can be rewritten), modifying device configurations could affect app behavior, security hooks, or system state in ways that require expert knowledge to undo.
From the tool's definition Tool description explicitly states 'Write files/config/<pkg>.json safely and verify the config provider readback.' The word 'Write' directly indicates the tool creates or modifies configuration files.
Documented attack patterns abuse exactly the kind of access apply_algorithm_aide_config gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Algorithmaide, and nothing reaches the server without passing your rules. This is the rule we recommend for apply_algorithm_aide_config:
{
"version": "1",
"default": "deny",
"tools": {
"apply_algorithm_aide_config": {
"limits": [
{
"counter": "apply_algorithm_aide_config_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
} apply_algorithm_aide_config stays usable, but capped — an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.
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Write files/config/<pkg>.json safely and verify the config provider readback. It is categorised as a Write tool in the Algorithmaide MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Algorithmaide MCP server in PolicyLayer and add a rule for apply_algorithm_aide_config: 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 Algorithmaide. Nothing to install.
apply_algorithm_aide_config 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 apply_algorithm_aide_config 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 apply_algorithm_aide_config. 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.
apply_algorithm_aide_config is provided by the Algorithmaide MCP server (vwww-droid/algorithmaide-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Algorithmaide, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
Free to start. No card required.
23 Algorithmaide tools catalogued and risk-classified — across an index of 43,000+ MCP servers.