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Sugar

roboticforce/sugar

This server bridges Claude with an autonomous issue resolution system that watches GitHub repos, implements fixes, and opens PRs. It exposes two MCP interfaces: a memory server with search_memory, store_learning, and recall tools backed by semantic search over project and global knowledge stores, and a task server that lets you delegate work mid-session with /sugar-task commands. The memory layer persists decisions, preferences, error patterns, and guidelines across sessions so Claude can retrieve context before starting work and store learnings as it goes. Useful when you want Claude to pull from a growing knowledge base about your project's patterns and standards, or when you need to hand off labeled GitHub issues to run through fix, test, and PR cycles autonomously while you're away.

GitHub stars
86
tools
2
transport
STDIO
env vars
3
last updated
Jan 9, 2026
View on GitHub

Tools

2 tools

Public tool metadata for what this MCP can expose to an agent.

store_learningSave context mid-session so Claude can store project knowledge as it works.

Save context mid-session so Claude can store project knowledge as it works.

No parameter schema in public metadata yet.

search_memoriesPull relevant stored knowledge before starting work.

Pull relevant stored knowledge before starting work.

No parameter schema in public metadata yet.

Sponsors

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Configuration

ANTHROPIC_API_KEY

Anthropic API key for Claude model access

GITHUB_TOKEN

GitHub token for repository access

SUGAR_DEFAULT_REPO

Default repository in owner/repo format

Readme

Sugar

Mission control for your agent fleet.

One durable board for Claude Code, Codex, Cursor, Goose, OpenCode, DSH — and any harness that can claim a task. Atomic claims, live agent activity, cost attribution and tamper-evident history. Local-first, no account.

PyPI Python 3.11+ CI License MCP

Quick start · See it work · Why Sugar · Works with · Docs · Team edition

View the full README on GitHub

Details

Repository
github.com/roboticforce/sugar
Website
github.com/roboticforce/sugar
Category
Productivity & Office
Package
sugarai
Transport
STDIO
Registry
MCP registry, active

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