# splitifi_predict_documents

Predict Document Intelligence case outcome using ML models trained on 3.52B+ court records. Provide jurisdiction and case_facts (document_type, jurisdiction, complexity, parties_count, contested_terms).

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

## Facts

- Tool: `splitifi_predict_documents`
- 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 Document Intelligence. Key fields: document_type, jurisdiction, complexity, parties_count, contested_terms |
| `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_documents",
    "arguments": {
      "case_facts": {},
      "jurisdiction": "<jurisdiction>"
    }
  }
}
```

## Why splitifi_predict_documents is rated Low

This tool performs predictive analysis and inference on provided case data, returning outcome forecasts. While it does not modify or delete data, and does not execute arbitrary code or commands, it processes sensitive legal case information (jurisdiction, complexity, parties, contested terms) and generates predictions that could influence high-stakes legal decisions.

From the tool's own definition: "Tool uses ML models to 'predict' outcomes by analyzing case facts and documents; it retrieves predictive intelligence from trained models without modifying, deleting, or executing external operations."

## Use case

AI agents call splitifi_predict_documents 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_documents": {}
  }
}
```

## 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