workflowstacks
mcp-server

GoClaw: Scalable AI Teams

Deploy AI agent teams safely with GoClaw. For founders needing secure multi-tenant AI solutions.
3,499 stars999 forksGoGuide quality 8/10Updated 8/2/2026100% free · open source
What it does

GoClaw lets you deploy AI agent teams securely with multi-tenant isolation and native concurrency, built with Go

When to use it
  • •When you need to deploy multiple AI agent teams in a single environment with strong security guarantees
  • •When your AI application requires native concurrency for performance
  • •When you're looking for a scalable, open-source solution with a strong community (3.3k+ GitHub stars)
Ready-to-paste prompt
Run a sample AI agent team with the following command: ./goclaw --config examples/config.json --team my-team
Heads up: Ensure you have Go (version 1.17 or later) installed and properly configured on your system, as GoClaw is built with Go and relies on its ecosystem
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/goclaw && curl -fsSL https://workflowstacks.com/api/skills/goclaw/claude-skill -o ~/.claude/skills/goclaw/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How GoClaw: Scalable AI Teams works
Codeflow
Free to inspect

GoClaw: Scalable AI Teams is a very large Go project (~594k lines across 3719 code files, plus 132 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit this month, Other license, has a test suite.

Size
Very large codebase
~594k lines · 3719 code files · days to read — use, don't read
Setup
Developer setup
A real software project. Use it via its install path; don't expect to read it all.
Runs on
Go · Docker
Needs API keys (.env)
Go 78%TypeScript 20%Python 1%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    AGENTS.md
    The instructions the AI actually follows
  3. 3
    main.go
    Where the program starts running
  4. 4
    go.mod
    Dependencies and the commands it exposes
  5. 5
    .env.example
    The API keys and settings you must provide
What's in each folder
internal/Core code — the actual logic2274 files
skills/Prompts, skills & agent definitions130 files
pkg/Core code — the actual logic20 files
ui/Frontend / UI1389 files
cmd/Command-line entry points135 files
extensions/Sub-packages / plugins5 files
docs/Documentation58 files
examples/Examples you can copy6 files
READMEHas testsDocumentedCI checksDocker readyExamples includedOther licenseUpdated this month
Quick Actions
Details
Creator
nextlevelbuilder
Language
Go
Category
mcp-server
Published
2/22/2026

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