MCP decision tools

Optional MCP extra exposes documented prediction, routed batch, and structured-decision tools.

Parent repository GitHub

Type: MCP tool surface
Repository: NandhaKishorM/laya
Readiness: Usable for evaluation and carefully validated deployments, but shipped calibration, multilingual task quality, option-order sensitivity, and workload-specific accuracy require local testing before automated actions.
Keywords: 5

Location

Repository path

README.md

Invocation

Install laya[mcp]; call laya_predict_batch, laya_route_batch, or laya_decide

Setup

Installation / activation

MCP client tool call; server startup is not documented in supplied files

Keywords

MCPtoolspredict_batchroute_batchdecide

Repository context

NandhaKishorM/laya

Apache-2.0 multilingual decision-model toolkit that provides Python and TypeScript SDKs, local CLI and HTTP serving, ONNX runtimes, framework integrations, evaluation harnesses, and an optional MCP server for fast typed choice, ordinal-score, and yes/no decisions; no native Claude Code plugin, hook, skill, or Claude-specific installation path is evidenced.

machine learningnatural language processingclassificationdecision routingmultilingual inferenceguardrailscontent moderationsupport automationmodel routingevaluation

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