ai_generate

Generate content using AI models

SERVERPercepta MCP Server SOURCE0x-hewm/percepta-mcp

High RISK CLASS

Category Execute

Parameters 00 required

Recommended Rate-limitedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/0x-hewm-percepta-mcp/ai-generate.md

WHAT IT DOES

What ai_generate does on Percepta MCP Server

AI agents invoke ai_generate to trigger actions in Percepta MCP Server. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call: builds kicked off, notifications sent, workflows started.

RISK

Why ai_generate is rated High

This tool executes calls to external AI providers (OpenAI, Anthropic, Google, Ollama as listed in server description) to generate content. The effects depend on the arguments passed. It doesn't merely read existing data — it actively invokes computation. No direct destructive or financial capability is evident from the description, but misuse could generate harmful, misleading, or malicious content at scale.

From the tool's definition 'Generate content using AI models' — triggers external AI model execution with outputs that depend on the input arguments

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs ai_generate safely

PolicyLayer is an MCP gateway: it sits between your AI agents and Percepta MCP Server, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For ai_generate, this is the rule to start with:

ai_generate Rate-limited

ai_generate stays usable, but rate-capped: a runaway agent can't fire it dozens of times a minute. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "ai_generate": {
      "limits": [
        {
          "counter": "ai_generate_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}

RATE-LIMIT THIS TOOL → Instant setup, no code required.

The button opens the PolicyLayer dashboard: create your workspace, connect Percepta MCP Server, apply this rule, and every ai_generate call is checked against it from then on.

FAQ

Questions about ai_generate

What does the ai_generate tool do? +

Generate content using AI models. It is categorised as a Execute tool in the Percepta MCP Server MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on ai_generate? +

Register the Percepta MCP Server MCP server in PolicyLayer and add a rule for ai_generate: 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 Percepta MCP Server. Nothing to install.

What risk level is ai_generate? +

ai_generate is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.

Can I rate-limit ai_generate? +

Yes. Add a rate_limit block to the ai_generate 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.

How do I block ai_generate completely? +

Set action: deny in the PolicyLayer policy for ai_generate. 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.

What MCP server provides ai_generate? +

ai_generate is provided by the Percepta MCP Server MCP server (0x-hewm/percepta-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

KEEP EXPLORING

More on Percepta MCP Server, and thousands of servers like it.

This server

All 22 Percepta MCP Server tools → High-risk tools on this server →

Across the catalogue

All high-risk MCP tools → The MCP Attack Database →

Guides

Govern code and CI agents →Agent sandbox →Least privilege for MCP →