# sigmoid_calculate

Compute activation functions (sigmoid, tanh, relu, leaky_relu, elu, swish) and their derivatives.

Agent View of the PolicyLayer registry record for `sigmoid_calculate`. HTML page: https://policylayer.com/tools/io-github-malamutemayhem-unclick-mcp-server/sigmoid-calculate

## Facts

- Tool: `sigmoid_calculate`
- Server: UnClick (`@unclick/mcp-server`) — https://policylayer.com/tools/io-github-malamutemayhem-unclick-mcp-server.md
- Install: `npx -y @unclick/mcp-server`
- Homepage: https://github.com/malamutemayhem/unclick-agent-native-endpoints.git
- Risk category: Execute (High risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 2 (1 required)
- Recommended policy verdict: Rate-limited

## Parameters

| Parameter | Type | Required | Description |
| --- | --- | --- | --- |
| `x` | number | yes | Input value. |
| `function` | string | no | Activation function: sigmoid, tanh, relu, leaky_relu, elu, or swish. Default: sigmoid. |

Parameters from the server's own tool schema.

## Example call (MCP tools/call, JSON-RPC 2.0)

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "sigmoid_calculate",
    "arguments": {
      "x": 0
    }
  }
}
```

## Why sigmoid_calculate is rated High

This tool performs mathematical computation/execution of activation functions. It runs calculations rather than simply retrieving stored data or modifying persistent state. Severity is low because it only computes mathematical values with no side effects on external systems or data stores.

From the tool's own definition: "'Compute activation functions (sigmoid, tanh, relu, leaky_relu, elu, swish) and their derivatives'"

## Use case

AI agents invoke sigmoid_calculate to trigger actions in UnClick. 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.

## Recommended policy (PolicyLayer)

Verdict: **Rate-limited**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches UnClick:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "sigmoid_calculate": {
      "limits": [
        {
          "counter": "sigmoid_calculate_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}
```

## Other tools on UnClick (1661)

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- `upstash_redis_del` — Destructive — https://policylayer.com/tools/io-github-malamutemayhem-unclick-mcp-server/upstash-redis-del.md
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- `convex_hull_3d` — Execute — https://policylayer.com/tools/io-github-malamutemayhem-unclick-mcp-server/convex-hull-3d.md
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- …and 1631 more: https://policylayer.com/tools/io-github-malamutemayhem-unclick-mcp-server.md

## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

---

Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=io-github-malamutemayhem-unclick-mcp-server · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/io-github-malamutemayhem-unclick-mcp-server