Leapfrog

37 tools. 25 can modify or destroy data without limits.

3 destructive tools with no built-in limits. Policy required.

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25 can modify or destroy data
12 read-only
37 tools total

25 Leapfrog tools can modify or destroy data, with no limits today. PolicyLayer puts allow, deny, and rate-limit rules on every call. Live in minutes.

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Read (12) Write / Execute (22) Destructive / Financial (3)
6,530 tokens of tool definitions, loaded on every request
3.3% of a 200k context window
712 heaviest tool: session_create

Destructive tools (network_intercept, profile_delete, session_destroy) permanently delete resources. There is no undo. An agent calling these in a retry loop causes irreversible damage.

Write operations (act, add_init_script, api_export) modify state. Without rate limits, an agent can make hundreds of changes in seconds — faster than any human can review or revert.

Execute tools (batch_actions, execute, navigate) trigger processes with side effects. Builds, notifications, workflows — all fired without throttling.

Deny destructive operations
{
  "network_intercept": {
    "deny_if": [
      {
        "conditions": [],
        "on_deny": "Blocked by default. Requires approval."
      }
    ]
  }
}

Destructive tools should never be available to autonomous agents without human approval.

Rate limit write operations
{
  "act": {
    "limits": [
      {
        "counter": "act_per_hour",
        "window": "hour",
        "max": 30,
        "scope": "grant"
      }
    ]
  }
}

Prevents bulk unintended modifications from agents caught in loops.

Cap read operations
{
  "api_discover": {
    "limits": [
      {
        "counter": "api_discover_per_minute",
        "window": "minute",
        "max": 60,
        "scope": "grant"
      }
    ]
  }
}

Controls API costs and prevents retry loops from exhausting upstream rate limits.

Get this policy live on your own Leapfrog server in minutes. Tune the limits to your setup; PolicyLayer enforces it on every call.

ENFORCE ON MY LEAPFROG →
Can an AI agent delete data through the Leapfrog MCP server? +

Yes. The Leapfrog server exposes 3 destructive tools including network_intercept, profile_delete, session_destroy. These permanently remove resources with no undo. PolicyLayer blocks destructive tools by default so they never reach the upstream server.

How do I prevent bulk modifications through Leapfrog? +

The Leapfrog server has 17 write tools including act, add_init_script, api_export. Set a rate limit in your policy -- for example, 10 calls per hour prevents an agent from making more than 10 modifications per hour. PolicyLayer enforces this at the gateway, before calls reach Leapfrog.

How many tools does the Leapfrog MCP server expose? +

37 tools across 4 categories: Destructive, Execute, Read, Write. 12 are read-only. 25 can modify, create, or delete data.

How do I enforce a policy on Leapfrog? +

Register the Leapfrog MCP server in PolicyLayer, apply the suggested rules above (adjust the limits to your use case), and point your AI client at the PolicyLayer proxy URL instead of the server directly. Your agents keep the same tools; PolicyLayer evaluates every call against policy before it executes. Nothing to install, live in minutes.

Other MCP servers with similar tools.

Starter policies for each. Same risk classification, live on your fleet in minutes.

Enforce policy on every Leapfrog tool call.

Deterministic rules across all 37 Leapfrog tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

Free to start. No card required.

4,600+ MCP servers and 31,000+ tools scanned and risk-classified.

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