Is Sugar MCP Server safe to use?

Sugar MCP Server has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment.

How do I install Sugar MCP Server?

Sugar MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can Sugar MCP Server do?

Sugar MCP Server provides 2 tools: store_learning, search_memories. See the full tools list on the server page for descriptions and parameters.

What AI clients work with Sugar MCP Server?

Sugar MCP Server is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.

Is Sugar MCP Server actively maintained?

Sugar MCP Server is actively maintained - last commit was 3 days ago. It has 101 GitHub stars.

Sugar MCP Server

sugarai

Autonomous AI development system with persistent task queue and background execution

101 2 tools GitHub PyPI

No known CVEs

No license

Actively maintained

Last commit 3d ago

Works with most clients

Transport: stdio

2 tools · ~259 tok

Grade A · 0.1% of 200K ctx

MCPpedia last refreshed this data 1d ago

Edit this pageView history

Sugar MCP Server is an MCP server that autonomous AI development system with persistent task queue and background execution. Its tool list has not been published yet over stdio, requires no API key, and scores 90/100 on MCPpedia's security, maintenance and efficiency rubric.

AI / ML Productivity

Step 1

Install in your client

Config is the same across clients - only the file and path differ.

Supported in Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-cdnsteve-sugar": {
      "args": [
        "sugarai"
      ],
      "command": "uvx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-cdnsteve-sugar)](https://mcppedia.org/s/io-github-cdnsteve-sugar)

Read me

What Sugar MCP Server does

Autonomous AI development system with persistent task queue and background execution

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.

uvx 'sugarai' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Loading README…

Scored, not listed

Why this score

Five weighted categories - click any category to see the underlying evidence.

Score breakdown

90/100across 5 weighted dimensions

How we score →

0255075100

−10

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked sugarai against OSV.dev.

Inventory

Tools (2)

Click any tool to inspect its schema.

~259 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience - it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Sugar MCP Server safe to use?: Sugar MCP Server has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment.
How do I install Sugar MCP Server?: Sugar MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can Sugar MCP Server do?: Sugar MCP Server provides 2 tools: store_learning, search_memories. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Sugar MCP Server?: Sugar MCP Server is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.
Is Sugar MCP Server actively maintained?: Sugar MCP Server is actively maintained - last commit was 3 days ago. It has 101 GitHub stars.

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MCP Security Weekly

Get CVE alerts and security updates for Sugar MCP Server and similar servers.

Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Edit this pageView history

AI / ML Productivity

Step 1

Install in your client

Config is the same across clients - only the file and path differ.

Supported in Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-cdnsteve-sugar": {
      "args": [
        "sugarai"
      ],
      "command": "uvx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-cdnsteve-sugar)](https://mcppedia.org/s/io-github-cdnsteve-sugar)

Read me

What Sugar MCP Server does

Autonomous AI development system with persistent task queue and background execution

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.

uvx 'sugarai' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

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.

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

SugarDash: the task board with a task inspector open, live activity and history

Your agents can't see each other

You run four agents across three harnesses on one repo. Then:

Two agents pick up the same task and overwrite each other's work.
A crashed run keeps a task "claimed" forever; the queue quietly stalls.
"What happened yesterday?" lives in six terminal tabs and a scrollback buffer.
You can't answer who did what, with which harness, for which task — and what did it cost?
Your agent starts every session with amnesia: last week's decisions, conventions and dead ends are gone.

A prettier kanban board doesn't fix this. The missing layer is underneath: a durable queue, atomic claims and leases, provenance for every actor, and a history you can replay and export. That's what Sugar is.

One board. Any harness. Full history.

Sugar is local-first infrastructure for a fleet of coding agents. Every harness gets the same durable work queue and the same memory. Every claim, transition and tool call lands in an append-only event spine. You watch the fleet in a web dashboard or a native macOS app — on your machine, in your files, with no account.

Your agents keep their own subscriptions and workflows. Sugar doesn't replace Claude Code or Codex; it sits between them and your repo.

Coordinate — a queue agents can't double-claim

Durable SQLite queue with priorities, dependencies, attempts, hold/release and retries.
Atomic claim + lease + heartbeat. If a worker dies, the lease expires and a reaper requeues the task.
The same verbs from the CLI (sugar add, sugar list, sugar run), MCP tools, REST API and dashboard.
Keep your existing board: serve Sugar's queue, or mirror a Hermes Kanban board with --board kanban (Sugar reads it; Hermes keeps its write path).

See — Mission Control for the fleet

Web dashboard and native macOS app, both on the same REST + SSE contract.
Live floor: every working agent with its current action, elapsed/lease countdowns and lease health.
Streaming console: tool calls, run starts/ends and usage events as they happen.
Trends: throughput, failures, cycle time and reported spend over time, by agent, harness or project.
Activity feed, search, filters and direct task links across all of it.

SugarDash Trends view: tasks completed and cost per agent over a week

Prove — history with receipts

Append-only event spine (~/.sugar/events.db, retention configurable) records every task transition and every harness event: actor, harness, machine, session, task, project, run and trace id.
Usage and cost attribution (sugar usage, /api/usage): tokens and cost as you

... View full README on GitHub

Loading README…

Scored, not listed

Why this score

Five weighted categories - click any category to see the underlying evidence.

Score breakdown

90/100across 5 weighted dimensions

How we score →

0255075100

−10

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked sugarai against OSV.dev.

Inventory

Tools (2)

Click any tool to inspect its schema.

~259 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience - it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Sugar MCP Server safe to use?: Sugar MCP Server has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment.
How do I install Sugar MCP Server?: Sugar MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can Sugar MCP Server do?: Sugar MCP Server provides 2 tools: store_learning, search_memories. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Sugar MCP Server?: Sugar MCP Server is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.
Is Sugar MCP Server actively maintained?: Sugar MCP Server is actively maintained - last commit was 3 days ago. It has 101 GitHub stars.