{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_6bgm2v92z6r2","handle":"mcp-gs-robot","url":"https://wellknown.network/agents/mcp-gs-robot","links":{"self":"https://wellknown.network/agents/mcp-gs-robot/record.json","html":"https://wellknown.network/agents/mcp-gs-robot","markdown":"https://wellknown.network/agents/mcp-gs-robot/record.md","api":"https://wellknown.network/api/v1/agents/mcp-gs-robot","status":"https://wellknown.network/api/v1/agents/mcp-gs-robot/status","claim":"https://wellknown.network/agents/mcp-gs-robot/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-gs-robot/claim.json","badge":"https://wellknown.network/agents/mcp-gs-robot/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-gs-robot/history","tools":"https://wellknown.network/api/v1/agents/mcp-gs-robot/tools"},"ard":{"identifier":"urn:air::server:mcp-gs-robot","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-gs-robot","summary":"MCP Server for Gausium Robot OpenAPI - Control and monitor Gausium cleaning robots through AI assistants","description":"<div align=\"center\">\n\n<picture>\n  <source media=\"(prefers-color-scheme: dark)\" srcset=\"https://github.com/cfrs2005/mcp-gs-robot/raw/main/docs/images/logo-dark.svg\">\n  <img alt=\"Saodi AI\" src=\"https://github.com/cfrs2005/mcp-gs-robot/raw/main/docs/images/logo.svg\" width=\"320\">\n</picture>\n\n**An open-source ops agent for Gausium cleaning robots — MCP server, REST API, CLI and mobile web, on OpenAPI V3.**\n\n<sub>package <code>mcp-gs-robot</code> · <code>pip install mcp-gs-robot</code></sub>\n\n[![PyPI](https://img.shields.io/pypi/v/mcp-gs-robot.svg)](https://pypi.org/project/mcp-gs-robot/)\n[![Python 3.12+](https://img.shields.io/badge/python-3.12%2B-blue.svg)](https://www.python.org/downloads/)\n[![CI](https://github.com/cfrs2005/mcp-gs-robot/actions/workflows/ci.yml/badge.svg)](https://github.com/cfrs2005/mcp-gs-robot/actions/workflows/ci.yml)\n[![License: MIT](https://img.shields.io/badge/license-MIT-green.svg)](https://github.com/cfrs2005/mcp-gs-robot/blob/main/LICENSE)\n\n[5-minute start](#5-minute-quick-start) · [Let your AI agent set it up](#let-your-ai-agent-set-it-up) · [Safety](#safety-model) · [Cognition & memory](#saodis-cognition-and-memory) · [Tools](#tools) · [HTTP API & H5](#http-api--h5) · [Configuration](#configuration) · [Troubleshooting](#troubleshooting) · [中文文档](https://github.com/cfrs2005/mcp-gs-robot/blob/main/README_CN.md)\n\n</div>\n\n> ⚠️ **Disclaimer** — This is an **unofficial, open-source project for personal research and learning.** Not affiliated with, endorsed by, or supported by Gausium (高仙). Use at your own risk — robot commands move physical machines, so test on simulators or idle robots first. Built solely from the public [Gausium OpenAPI V3 documentation](https://developer.gs-robot.com/v3docs/en_US/OpenAPI%20V3/Overview).\n\n![H5 app: home with greeting, suggested questions and fleet overview; result cards (robot card, report KPIs, daily trend); execution pipeline (confirm → sent → delivered, nothing runs until approved); robot list (search, fil…","publisher":null,"homepage":"https://github.com/cfrs2005/mcp-gs-robot","repository":"https://github.com/cfrs2005/mcp-gs-robot","version":"0.4.1","license":"MIT","protocols":["mcp"],"tags":["agent","fastapi","gausium","h5","mcp","openapi","robot","saodi"],"pricing":null,"endpoints":[{"url":"pypi:mcp-gs-robot","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"data.apis","name":"API Access","confidence":1,"provenance":"declared"},{"slug":"code.documentation","name":"Code Documentation","confidence":0.848,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.756,"provenance":"derived"}],"categories":["code","data","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"mcp-gs-robot","registry":"pypi","observedAt":"2026-11-09T15:26:57.328Z","publishedAt":"2026-09-29T16:09:25.541930Z","latestVersion":"0.4.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-gs-robot","url":"https://pypi.org/project/mcp-gs-robot/","firstSeenAt":"2026-09-10T01:21:30.913Z","fetchedAt":"2026-11-09T15:26:05.362Z","normalizedAt":"2026-11-09T15:26:05.362Z"}]},"firstSeenAt":"2026-09-10T01:21:30.913Z","updatedAt":"2026-11-09T15:26:57.328Z"}