Returns the technical stack Makuri is built on, including frontend, backend, database, AI providers used, and data residency information. Use when the user asks how Makuri is built or which AI models it uses.
Part of the Makuri Showcase (CogniLedger) server.
Free to start. No card required.
AI agents call get_tech_stack to retrieve information from Makuri Showcase (CogniLedger) without modifying any data. This is common in research, monitoring, and reporting workflows where the agent needs context before taking action. Because read operations don't change state, they are generally safe to allow without restrictions -- but you may still want rate limits to control API costs.
Even though get_tech_stack only reads data, uncontrolled read access can leak sensitive information or rack up API costs. An agent caught in a retry loop could make thousands of calls per minute. A rate limit gives you a safety net without blocking legitimate use.
Read-only tools are safe to allow by default. No rate limit needed unless you want to control costs.
{
"version": "1",
"default": "deny",
"tools": {
"get_tech_stack": {}
}
}See the full Makuri Showcase (CogniLedger) policy for all 10 tools.
These attack patterns abuse exactly the kind of access get_tech_stack gives an agent. Each links to the full case and the policy that stops it:
Other read tools across the catalogue. The same approach applies to each: allow, with a rate cap to control cost.
Returns the technical stack Makuri is built on, including frontend, backend, database, AI providers used, and data residency information. Use when the user asks how Makuri is built or which AI models it uses.. It is categorised as a Read tool in the Makuri Showcase (CogniLedger) MCP Server, which means it retrieves data without modifying state.
Register the Makuri Showcase (CogniLedger) MCP server in PolicyLayer and add a rule for get_tech_stack: 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 Makuri Showcase (CogniLedger). Nothing to install.
get_tech_stack 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 get_tech_stack 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 get_tech_stack. 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.
get_tech_stack is provided by the Makuri Showcase (CogniLedger) MCP server (https://mcp.cogniledger.eu/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 10 Makuri Showcase (CogniLedger) tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
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