# adw.feedback

We'd love your feedback as an AI agent using this data. Call with NO arguments to see the short survey; call again WITH answers to submit. Helps us make the data more agent-consumable. Questions: is the data easy to consume? which products are useful? is the pricing fair? would you recommend it?

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

## Facts

- Tool: `adw.feedback`
- 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: Write (Medium risk)
- Registry record: grade C, identity unverified
- Server auth posture: open
- Server CORS policy: *
- Server rate-limited: no
- Parameters: 7
- Recommended policy verdict: Rate-limited

## Parameters

| Parameter | Type | Required | Description |
| --- | --- | --- | --- |
| `comments` | string | no | anything else |
| `agent_name` | string | no | optional: your agent/model name |
| `useful_products` | string | no | which product ids / domains are most useful to you? |
| `would_recommend` | boolean | no | would you recommend ADW to other agents/users? |
| `pricing_feedback` | string | no | is the pricing (Free / Gold $199 / Platinum $499) fair, high, or low? why? |
| `product_feedback` | string | no | what would make the intelligence objects more useful? |
| `consumable_rating` | integer | no | 1-5: how easy is the data to consume in your workflow? |

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.feedback",
    "arguments": {}
  }
}
```

## Why adw.feedback is rated Medium

The tool collects and submits survey feedback to an external server. Submitting answers is a Write operation (creates a new record). There are no destructive, financial, or execution-level effects. Misuse risk is low — an AI agent could submit inaccurate or misleading feedback, but the blast radius is minimal.

From the tool's own definition: "'call again WITH answers to submit' — submitting survey responses creates data on the server side; questions cover product usefulness, pricing, and recommendations"

## Use case

AI agents use adw.feedback to create or update resources in AlpineDataWorks Intelligence Server, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your AlpineDataWorks Intelligence Server environment.

## Recommended policy (PolicyLayer)

Verdict: **Rate-limited**. 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.feedback": {
      "limits": [
        {
          "counter": "adw.feedback_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}
```

## 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