sugar — MCP Server by roboticforce

by roboticforce · MCP Server · ★ 91

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About sugar

Sugar Autonomous issue resolution for AI-assisted development. Security scanners find vulnerabilities. Dependabot opens issues. Copilot flags problems. Sugar reads the issue, writes the fix, runs the tests, and opens the PR. Discovers - watches your GitHub repo for labeled issues (security, bug, dependabot) Resolves - reads each issue and implements a fix using Claude Verifies - runs your test suite and quality gates before committing Ships - opens a PR referencing the original issue, ready for your review No issue left sitting in a backlog waiting for someone to have time. How Sugar Compares Most AI dev tools stop at the discovery layer: Sugar is the resolution layer: Configure which labels Sugar watches, point it at your repo, and run . See workflow examples for security auto-fix, bug triage, test coverage, and more. What Sugar Does Sugar combines persistent memory with autonomous task execution: Project memory - Decisions, preferences, error patterns, and researc

ai-agentsai-codingai-developmentai-memoryautonomous-aiclaude-codecontext-managementcross-projectdeveloper-toolsdevtools

Quick Facts

Stars91
Forks13
LanguagePython
CategoryMCP Server
Quality Score73.5020404592004/100
Open Issues4
Last Updated2026-07-20
Created2025-08-21
Platformsclaude-code, mcp, python
Est. Tokens~16k

Compatible Skills

These tools work well together with sugar for enhanced workflows:

  • hipocampus — semantic(0.30)+complementary+rare_topics+similar_pop+shared_platform (59%)
  • claude-cognitive — semantic(0.25)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
  • codemem — semantic(0.36)+complementary+same_lang+similar_pop+shared_platform (57%)

sugar alternative? Top 6 similar tools

Looking for a sugar alternative? If you're comparing sugar with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • Ori-Mnemos by aayoawoyemi · ⭐ 316

    Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

  • task-orchestrator by jpicklyk · ⭐ 199

    Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency g

  • omega-memory by omega-memory · ⭐ 198

    Persistent memory for AI coding agents

  • pdf-mcp by jztan · ⭐ 100

    MCP server that lets Claude Code and other AI agents work through large PDFs, and whole folders of them, witho

  • daymon by daymonio · ⭐ 368

    Daymon puts your favorite AI to work 24/7. It schedules, remembers, and orchestrates your own virtual team. Fr

  • jat by joewinke · ⭐ 248

    The World's First Agentic IDE. Visual dashboard: live sessions, task management, code editor, terminal. Epic S

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Frequently Asked Questions

What is sugar?

sugar is Persistent memory for AI coding agents. Local-first, cross-session context, global knowledge, and optional autonomous task execution.. It is categorized as a MCP Server with 91 GitHub stars.

What programming language is sugar written in?

sugar is primarily written in Python. It covers topics such as ai-agents, ai-coding, ai-development.

How do I install or use sugar?

You can find installation instructions and usage details in the sugar GitHub repository at github.com/roboticforce/sugar. The project has 91 stars and 13 forks, indicating an active community.

What are the best alternatives to sugar?

The top alternatives to sugar on Agent Skills Hub include Ori-Mnemos, task-orchestrator, omega-memory. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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