List hands-on playbooks (short, practical how-tos for Claude Code, MCP, memory, agents). Optional category filter.
Part of the StudioMeyer Academy server.
Free to start. No card required.
AI agents call academy_playbooks to retrieve information from StudioMeyer Academy 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 academy_playbooks 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": {
"academy_playbooks": {}
}
}See the full StudioMeyer Academy policy for all 12 tools.
These attack patterns abuse exactly the kind of access academy_playbooks 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.
List hands-on playbooks (short, practical how-tos for Claude Code, MCP, memory, agents). Optional category filter.. It is categorised as a Read tool in the StudioMeyer Academy MCP Server, which means it retrieves data without modifying state.
Register the StudioMeyer Academy MCP server in PolicyLayer and add a rule for academy_playbooks: 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 StudioMeyer Academy. Nothing to install.
academy_playbooks 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 academy_playbooks 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 academy_playbooks. 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.
academy_playbooks is provided by the StudioMeyer Academy MCP server (mcp-academy). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 12 StudioMeyer Academy tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
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