Find ClearML projects by name pattern (case-insensitive).
AI agents call find_project_by_pattern to retrieve information from Clearml without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool retrieves or queries project information based on a search pattern without creating, modifying, deleting, or executing any operations. It is a straightforward read-only lookup operation, consistent with other Read-category tools like 'list_models' and 'get_project_stats' on the same server.
From the tool's definition Tool description states 'Find ClearML projects by name pattern' which is a search/query operation with no modification or side effects. The verb 'find' and the pattern-matching nature indicate data retrieval only.
Documented attack patterns abuse exactly the kind of access find_project_by_pattern gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Clearml, and nothing reaches the server without passing your rules. This is the rule we recommend for find_project_by_pattern:
{
"version": "1",
"default": "deny",
"tools": {
"find_project_by_pattern": {}
}
}find_project_by_pattern is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
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Find ClearML projects by name pattern (case-insensitive). It is categorised as a Read tool in the Clearml MCP Server, which means it retrieves data without modifying state.
Register the Clearml MCP server in PolicyLayer and add a rule for find_project_by_pattern: 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 Clearml. Nothing to install.
find_project_by_pattern is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the find_project_by_pattern 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 find_project_by_pattern. 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.
find_project_by_pattern is provided by the Clearml MCP server (prassanna-ravishankar/clearml-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Clearml, 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.
14 Clearml tools catalogued and risk-classified — across an index of 43,000+ MCP servers.