# splitifi_predict_legal_ethics

Predict Legal Ethics case outcome using ML models trained on 3.52B+ court records. Provide jurisdiction and case_facts (violation_type, bar_jurisdiction, prior_discipline, harm_to_client).

Agent View of the PolicyLayer registry record for `splitifi_predict_legal_ethics`. HTML page: https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-predict-legal-ethics

## Facts

- Tool: `splitifi_predict_legal_ethics`
- Server: Splitifi Intelligence MCP (`splitifi-mcp`) — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp.md
- Install: `npx -y splitifi-mcp`
- Homepage: https://github.com/mysplitifi/Splitifi
- Risk category: Read (Low risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 3 (2 required)
- Recommended policy verdict: Allowed

## Parameters

| Parameter | Type | Required | Description |
| --- | --- | --- | --- |
| `judge_id` | string | no | Optional — judge ID for judge-specific modifier |
| `case_facts` | object | yes | Case details for Legal Ethics. Key fields: violation_type, bar_jurisdiction, prior_discipline, harm_to_client |
| `jurisdiction` | string | yes | State/province/country code, e.g. "TX", "CA", "ON" |

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": "splitifi_predict_legal_ethics",
    "arguments": {
      "case_facts": {},
      "jurisdiction": "<jurisdiction>"
    }
  }
}
```

## Why splitifi_predict_legal_ethics is rated Low

This tool reads data (makes predictions) without modifying, deleting, or executing arbitrary code. However, it operates on sensitive legal/disciplinary data that could influence decision-making in professional sanctions, licensing, or reputational contexts. Elevated to 'medium' severity due to potential misuse downstream (e.g., gaming ethics predictions to avoid discipline, targeting vulnerable defendants).

From the tool's own definition: "Tool description: 'Predict Legal Ethics case outcome using ML models trained on 3.52B+ court records.' The tool retrieves predictions from pre-trained models based on provided case facts."

## Use case

AI agents call splitifi_predict_legal_ethics to retrieve information from Splitifi Intelligence MCP 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 Splitifi Intelligence MCP:

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

## Other tools on Splitifi Intelligence MCP (199)

- `splitifi_batch` — Execute — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-batch.md
- `splitifi_predict_judge_empowerment` — Execute — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-predict-judge-empowerment.md
- `splitifi_run_calculator` — Execute — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-run-calculator.md
- `splitifi_start` — Execute — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-start.md
- `bva_screen` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/bva-screen.md
- `eoir_judge_screen` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/eoir-judge-screen.md
- `securities_company_screen` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/securities-company-screen.md
- `splitifi_arbitration_screen` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-arbitration-screen.md
- `splitifi_arbitration_stats` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-arbitration-stats.md
- `splitifi_asset_classifier` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-asset-classifier.md
- `splitifi_asset_tracing` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-asset-tracing.md
- `splitifi_award_ranges` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-award-ranges.md
- `splitifi_billing_estimate` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-billing-estimate.md
- `splitifi_budget_planner` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-budget-planner.md
- `splitifi_calculate_child_support` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-calculate-child-support.md
- `splitifi_calculate_co_parenting` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-calculate-co-parenting.md
- `splitifi_calculate_divorce_cost` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-calculate-divorce-cost.md
- `splitifi_calculate_home_buyout` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-calculate-home-buyout.md
- `splitifi_calculate_property_division` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-calculate-property-division.md
- `splitifi_case_brief` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-case-brief.md
- `splitifi_case_strategy` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-case-strategy.md
- `splitifi_case_summary` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-case-summary.md
- `splitifi_client_intake` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-client-intake.md
- `splitifi_comparable_adr` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-comparable-adr.md
- `splitifi_comparable_antitrust` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-comparable-antitrust.md
- `splitifi_comparable_appellate` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-comparable-appellate.md
- `splitifi_comparable_bankruptcy` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-comparable-bankruptcy.md
- `splitifi_comparable_cases` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-comparable-cases.md
- `splitifi_comparable_civil_rights` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-comparable-civil-rights.md
- `splitifi_comparable_class_action` — Read — https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-comparable-class-action.md
- …and 169 more: https://policylayer.com/tools/io-github-mysplitifi-splitifi-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=io-github-mysplitifi-splitifi-mcp · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/io-github-mysplitifi-splitifi-mcp