{"server":{"id":"dockndevai-mcp-laya-835f77a860eb","name":"dockndevai/mcp-laya","title":"dockndevai/mcp-laya","description":"Fast, local, non-autoregressive System-1 decision engine as MCP tools - typed decisions (classify / score / yes-no) over text, email, tickets or JSON in 100+ languages, with calibrated confidence and no text generation, so nothing to hallucinate. Offloads routing/triage/gating judgment calls from the main model; runs on-device, offline by default. pipx install mcp-laya","category":"Productivity","transport":"Local","pricing":"Unknown","website":"https://github.com/dockndevai/mcp-laya","repository":"https://github.com/dockndevai/mcp-laya","version":"0.1.1","manifest":"{\"name\":\"io.github.dockndevai/mcp-laya\",\"version\":\"0.1.1\",\"repository\":{\"url\":\"https://github.com/dockndevai/mcp-laya\"},\"remotes\":[],\"packages\":[{\"registryType\":\"pypi\",\"identifier\":\"mcp-laya\",\"version\":\"0.1.1\",\"transport\":{\"type\":\"stdio\"},\"environmentVariables\":[{\"name\":\"LAYA_DEFAULT_MODEL\",\"isRequired\":false},{\"name\":\"LAYA_MODELS\",\"isRequired\":false},{\"name\":\"LAYA_ALLOW_DOWNLOAD\",\"isRequired\":false},{\"name\":\"LAYA_MIN_CONFIDENCE\",\"isRequired\":false},{\"name\":\"LAYA_DEVICE\",\"isRequired\":false}]}]}","sourceName":"punkpeye/awesome-mcp-servers","sourceUrl":"https://github.com/punkpeye/awesome-mcp-servers","status":"approved","seoTitle":"dockndevai/mcp-laya MCP server","seoDescription":"Fast, local, non-autoregressive System-1 decision engine as MCP tools - typed decisions (classify / score / yes-no) over text, email, tickets or JSON in 100+ la","createdAt":"2026-11-04T07:18:56.511Z","updatedAt":"2026-11-04T07:58:36.806Z"}}