# adw.adw_393

Rising energy-per-token correlates with diminishing returns in LLM performance, signaling marginal cost inflection.

Agent View of the PolicyLayer registry record for `adw.adw_393`. HTML page: https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-393

## Facts

- Tool: `adw.adw_393`
- Server: AlpineDataWorks Intelligence Server (`https://api.alpinedataworks.com/mcp`) — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server.md
- Homepage: https://github.com/https://api.alpinedataworks.com/mcp
- Risk category: Read (Low risk)
- Registry record: grade C, identity unverified
- Server auth posture: open
- Server CORS policy: *
- Server rate-limited: no
- Parameters: 1
- Recommended policy verdict: Allowed

## Parameters

| Parameter | Type | Required | Description |
| --- | --- | --- | --- |
| `days` | integer | no | Optional: return a daily HISTORY series of the last N days (up to 5 years of real archived data) instead of the current snapshot. History requires Gold tier; wi |

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": "adw.adw_393",
    "arguments": {}
  }
}
```

## Why adw.adw_393 is rated Low

This tool appears to retrieve or compute intelligence metrics related to energy efficiency and LLM performance costs. It queries or analyzes existing data to derive economic insights but does not modify, execute operations, delete data, or move money.

From the tool's own definition: "Tool description describes analysis of correlations between energy-per-token and LLM performance metrics. The language 'correlates with', 'signaling', 'marginal cost inflection' indicates data retrieval and analytical querying without side effects."

## Use case

AI agents call adw.adw_393 to retrieve information from AlpineDataWorks Intelligence Server without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

## Recommended policy (PolicyLayer)

Verdict: **Allowed**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches AlpineDataWorks Intelligence Server:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "adw.adw_393": {}
  }
}
```

## Other tools on AlpineDataWorks Intelligence Server (195)

- `adw.adw_001` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-001.md
- `adw.adw_002` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-002.md
- `adw.adw_003` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-003.md
- `adw.adw_004` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-004.md
- `adw.adw_005` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-005.md
- `adw.adw_006` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-006.md
- `adw.adw_007` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-007.md
- `adw.adw_008` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-008.md
- `adw.adw_009` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-009.md
- `adw.adw_010` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-010.md
- `adw.adw_011` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-011.md
- `adw.adw_015` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-015.md
- `adw.adw_016` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-016.md
- `adw.adw_017` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-017.md
- `adw.adw_018` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-018.md
- `adw.adw_019` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-019.md
- `adw.adw_020` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-020.md
- `adw.adw_021` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-021.md
- `adw.adw_023` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-023.md
- `adw.adw_024` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-024.md
- `adw.adw_025` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-025.md
- `adw.adw_026` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-026.md
- `adw.adw_027` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-027.md
- `adw.adw_028` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-028.md
- `adw.adw_029` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-029.md
- `adw.adw_030` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-030.md
- `adw.adw_031` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-031.md
- `adw.adw_032` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-032.md
- `adw.adw_033` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-033.md
- `adw.adw_034` — Read — https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-server/adw.adw-034.md
- …and 165 more: https://policylayer.com/tools/com-alpinedataworks-adw-intelligence-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=com-alpinedataworks-adw-intelligence-server · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/com-alpinedataworks-adw-intelligence-server