# get_feedback_scores_analytics

Get raw feedback-score distribution time-series data with per-score buckets. Use this to understand sentiment mix; use get_feedback_weighted_analytics for calibrated scores with weighting.

Agent View of the PolicyLayer registry record for `get_feedback_scores_analytics`. HTML page: https://policylayer.com/tools/codeswhat-portkey-admin-mcp/get-feedback-scores-analytics

## Facts

- Tool: `get_feedback_scores_analytics`
- Server: Portkey Admin (`codeswhat/portkey-admin-mcp`) — https://policylayer.com/tools/codeswhat-portkey-admin-mcp.md
- Homepage: https://github.com/CodesWhat/portkey-admin-mcp
- Risk category: Read (Low risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 0
- Recommended policy verdict: Allowed

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

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

## Why get_feedback_scores_analytics is rated Low

This tool retrieves and queries analytics data (feedback score distributions) with no side effects, data modification, or external operations triggered. It is purely informational, allowing users to analyze sentiment metrics. The most severe risk is unauthorized data access if credentials are compromised, but the tool itself performs only read operations.

From the tool's own definition: "Tool description states 'Get raw feedback-score distribution time-series data' - uses 'Get' verb and retrieves analytics data without modification. Returns existing data about feedback scores organized in time-series buckets."

## Use case

AI agents call get_feedback_scores_analytics to retrieve information from Portkey Admin 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 Portkey Admin:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "get_feedback_scores_analytics": {}
  }
}
```

## Other tools on Portkey Admin (155)

- `cancel_log_export` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/cancel-log-export.md
- `delete_api_key` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-api-key.md
- `delete_collection` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-collection.md
- `delete_config` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-config.md
- `delete_guardrail` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-guardrail.md
- `delete_integration` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-integration.md
- `delete_integration_model` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-integration-model.md
- `delete_mcp_integration` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-mcp-integration.md
- `delete_mcp_server` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-mcp-server.md
- `delete_prompt` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-prompt.md
- `delete_prompt_label` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-prompt-label.md
- `delete_prompt_partial` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-prompt-partial.md
- `delete_provider` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-provider.md
- `delete_rate_limit` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-rate-limit.md
- `delete_secret_reference` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-secret-reference.md
- `delete_usage_limit` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-usage-limit.md
- `delete_user` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-user.md
- `delete_user_invite` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-user-invite.md
- `delete_virtual_key` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-virtual-key.md
- `delete_workspace` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/delete-workspace.md
- `remove_workspace_member` — Destructive — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/remove-workspace-member.md
- `run_prompt_completion` — Execute — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/run-prompt-completion.md
- `start_log_export` — Execute — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/start-log-export.md
- `test_mcp_server` — Execute — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/test-mcp-server.md
- `download_log_export` — Read — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/download-log-export.md
- `get_analytics_group_metadata` — Read — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/get-analytics-group-metadata.md
- `get_analytics_group_models` — Read — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/get-analytics-group-models.md
- `get_analytics_group_users` — Read — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/get-analytics-group-users.md
- `get_api_key` — Read — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/get-api-key.md
- `get_cache_hit_latency` — Read — https://policylayer.com/tools/codeswhat-portkey-admin-mcp/get-cache-hit-latency.md
- …and 125 more: https://policylayer.com/tools/codeswhat-portkey-admin-mcp.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`

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