sugar — MCP Server by roboticforce

by roboticforce · MCP Server · ★ 69

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

About sugar

Persistent memory for AI coding agents. Cross-session context, global knowledge, and autonomous task execution.

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

Quick Facts

Stars69
Forks11
LanguagePython
CategoryMCP Server
Quality Score33.25/100
Open Issues4
Last Updated2026-04-09
Created2025-08-21
Platformsclaude-code, mcp, python
Est. Tokens~128k

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%)

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 · ⭐ 243

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

  • Octopoda-OS by RyjoxTechnologies · ⭐ 230

    The open-source memory operating system for AI agents. Persistent memory, semantic search, loop detection, age

  • claudex by kunwar-shah · ⭐ 86

    MCP server with persistent memory + FTS5 search for Claude Code conversation history. Index your ~/.claude/pro

  • task-orchestrator by jpicklyk · ⭐ 183

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

  • MegaMemory by 0xK3vin · ⭐ 145

    Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings,

  • signetai by Signet-AI · ⭐ 136

    Local-first identity, memory, and secrets for AI agents. Portable state across models and harnesses.

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Frequently Asked Questions

What is sugar?

sugar is Persistent memory for AI coding agents. Cross-session context, global knowledge, and autonomous task execution.. It is categorized as a MCP Server with 69 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 69 stars and 11 forks, indicating an active community.

What are the best alternatives to sugar?

The top alternatives to sugar on Agent Skills Hub include Ori-Mnemos, Octopoda-OS, claudex. 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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