# splitifi_predict_case_outcome General outcome prediction across multiple verticals: family_law, employment, immigration, criminal, or estate. Agent View of the PolicyLayer registry record for `splitifi_predict_case_outcome`. HTML page: https://policylayer.com/tools/io-github-mysplitifi-splitifi-mcp/splitifi-predict-case-outcome ## Facts - Tool: `splitifi_predict_case_outcome` - 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: 5 (2 required) - Recommended policy verdict: Allowed ## Parameters | Parameter | Type | Required | Description | | --- | --- | --- | --- | | `county` | string | no | | | `judge_id` | string | no | | | `vertical` | string | no | | | `case_facts` | object | yes | | | `jurisdiction` | string | yes | | 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_case_outcome", "arguments": { "case_facts": {}, "jurisdiction": "" } } } ``` ## Why splitifi_predict_case_outcome is rated Low This tool queries ML models to return outcome predictions. It does not create, modify, delete data, execute code, transfer funds, or trigger external processes. However, severity is elevated to medium rather than low because predictions about legal outcomes could influence consequential decisions (litigation strategy, settlement negotiations, client advice) if misused by an agent, and the underlying dataset contains… From the tool's own definition: "Tool is described as 'outcome prediction' — it retrieves predictions from pre-trained models based on court records. The verb 'predict' indicates data retrieval and analysis with no side effects, not modification or execution of external operations." ## Use case AI agents call splitifi_predict_case_outcome 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_case_outcome": {} } } ``` ## 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` --- 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