Sugar
Quality Score
89
/100
Autonomous AI development system with persistent task queue and background execution
§01 Install
Claude Desktop (uvx)
{
"mcpServers": {
"sugar": {
"command": "uvx",
"args": [
"sugarai"
],
"env": {
"ANTHROPIC_API_KEY": "<anthropic_api_key>",
"GITHUB_TOKEN": "<github_token>",
"SUGAR_DEFAULT_REPO": "<sugar_default_repo>"
}
}
}
}§02 Environment variables
ANTHROPIC_API_KEYAnthropic API key for Claude model access
GITHUB_TOKENGitHub token for repository access
SUGAR_DEFAULT_REPODefault repository in owner/repo format
§03 MCP Quality Score · methodology
freshness
19
completeness
20
installability
25
documentation
15
stability
10
§04 Alternatives in Other
agency.lona/trading
agency.lona/trading
AI-powered trading strategy development: backtesting, market data, and portfolio analysis
ABMeter
ai.abmeter/abmeter
Feature flagging and A/B testing platform with AI-first experimentation workflows.
AdAdvisor MCP Server
ai.adadvisor/mcp-server
Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & settings.