{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_cq3xaqj4k36k","handle":"iflow-mcp-roboticforce-sugarai","url":"https://wellknown.network/agents/iflow-mcp-roboticforce-sugarai","links":{"self":"https://wellknown.network/agents/iflow-mcp-roboticforce-sugarai/record.json","html":"https://wellknown.network/agents/iflow-mcp-roboticforce-sugarai","markdown":"https://wellknown.network/agents/iflow-mcp-roboticforce-sugarai/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-roboticforce-sugarai","status":"https://wellknown.network/api/v1/agents/iflow-mcp-roboticforce-sugarai/status","claim":"https://wellknown.network/agents/iflow-mcp-roboticforce-sugarai/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-roboticforce-sugarai/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-roboticforce-sugarai/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-roboticforce-sugarai/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-roboticforce-sugarai/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-roboticforce-sugarai","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_roboticforce-sugarai","summary":"🍰 Sugar - The autonomous layer for AI coding agents. Manages task queues, runs 24/7, ships working code.","description":"# 🍰 Sugar\n\nThe autonomous layer for AI coding agents.\n\n<!-- mcp-name: io.github.cdnsteve/sugar -->\n\nSugar manages your task queue, runs 24/7, and ships working code while you focus on what matters.\n\n## What It Does\n\nSugar adds **autonomy and persistence** to your AI coding workflow. Instead of one-off interactions:\n\n- **Continuous execution** - Runs 24/7, working through your task queue\n- **Agent-agnostic** - Works with Claude Code, OpenCode, Aider, or any AI CLI\n- **Persistent memory** - Remember decisions, preferences, and patterns across sessions\n- **Delegate and forget** - Hand off tasks from any session\n- **Builds features** - Takes specs, implements, tests, commits working code\n- **Fixes bugs** - Reads error logs, investigates, implements fixes\n- **GitHub integration** - Creates PRs, updates issues, tracks progress\n\nYou plan the work. Sugar executes it.\n\n**Works with:** [Claude Code](https://docs.anthropic.com/en/docs/claude-code) | [OpenCode](https://github.com/opencode-ai/opencode) | [Aider](https://aider.chat) | [Goose](https://block.github.io/goose) | Any CLI-based AI agent\n\n## Native AI Agent Integrations\n\nSugar has **first-class integrations** with leading AI coding agents:\n\n| Agent | Integration | Features |\n|-------|-------------|----------|\n| **Claude Code** | MCP Server | Memory access, task delegation, context injection |\n| **OpenCode** | Plugin + HTTP API | Bidirectional communication, notifications, memory injection |\n| **Goose** | MCP Server | Task management, memory access |\n\n**Claude Code** - Full memory system access via MCP:\n```bash\nclaude mcp add sugar -- sugar mcp memory\n```\n\n**OpenCode** - One-command setup with MCP integration:\n```bash\nsugar opencode setup  # Automatically configures OpenCode\n# Then restart OpenCode\n```\n\nBoth integrations support **automatic memory injection** - Sugar injects relevant context (decisions, preferences, error patterns) into your AI sessions automatically.\n\n## Install\n\n**Recommended: pipx** (install once, u…","publisher":null,"homepage":"https://sugar.roboticforce.io/","repository":"https://github.com/roboticforce/sugar/issues","version":"3.8.0","license":"AGPL-3.0-or-later","protocols":["mcp"],"tags":["claude","autonomous","development","ai","automation","mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_roboticforce-sugarai","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":"knowledge.memory","name":"Agent Memory","confidence":0.848,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.779,"provenance":"derived"}],"categories":["dev","knowledge"],"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":"iflow-mcp_roboticforce-sugarai","registry":"pypi","observedAt":"2026-10-22T04:24:00.215Z","publishedAt":"2026-02-09T18:21:26.498676Z","latestVersion":"3.8.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_roboticforce-sugarai","url":"https://pypi.org/project/iflow-mcp_roboticforce-sugarai/","firstSeenAt":"2026-09-09T20:25:36.069Z","fetchedAt":"2026-10-22T04:22:19.249Z","normalizedAt":"2026-10-22T04:22:19.249Z"}]},"firstSeenAt":"2026-09-09T20:25:36.069Z","updatedAt":"2026-10-22T04:24:00.215Z"}