sandbase-harness vs swarmclaw
Self-hosted AI agent runtimes compared
sandbase-harness and swarmclaw both provide self-hosted runtimes for persistent AI agents. sandbase-harness emphasizes session governance and sandboxed tool execution, while swarmclaw focuses on coordinating agents, tasks, schedules, and communication channels.
sandbase-harness: Run Self-Hosted AI Agents with Sandboxed Tools
SandBase Harness is a local-first AI agent runtime and MCP bridge, with a built-in Console and Anthropic Claude Managed Agents-style API. It provides sessions, sandboxed tools, memory, credential controls, and audit and replay on your own machine or infrastructure.
swarmclaw: Run Self-Hosted AI Agent Swarms
SwarmClaw is a self-hosted AI agent runtime and multi-agent framework built with TypeScript for Node.js. It coordinates agents with persistent memory, tools, schedules, and delegation across supported model providers and runtimes.
| sandbase-harness | swarmclaw | |
|---|---|---|
| Language | TypeScript | TypeScript |
| License | Apache-2.0 | MIT |
| Stars | 639 | 697 |
| Forks | 80 | 141 |
| Last analyzed | Oct 19, 2026 | Oct 26, 2026 |
Key differences
- sandbase-harness centers on persistent sessions, audit history, replay, sandbox boundaries, and permission controls; swarmclaw centers on agent delegation, schedules, background jobs, and team coordination.
- sandbase-harness offers a local Console, CLI, TypeScript SDK, and `/v1` API; swarmclaw offers a dashboard and can be installed as a desktop app, npm package, or Docker deployment.
- sandbase-harness uses Apache-2.0, while swarmclaw uses MIT.
- sandbase-harness lists 707 stars and 78 forks, while swarmclaw lists 688 stars and 140 forks.
- sandbase-harness is described as less than six months old and changing fast, with some API compatibility areas unsupported or partial; swarmclaw's listed considerations emphasize setup and operational responsibilities.
Choose sandbase-harness if you…
- need session audit history, event replay, and resumable event streams.
- want sandbox backends including per-session Docker containers, Kubernetes, or self-hosted workers.
- prefer a runtime with permission policies, approval gates, and credential vaults.
Choose swarmclaw if you…
- want to delegate work across agents and track tasks, schedules, and background jobs.
- need communication connectors such as Discord, Slack, Telegram, WhatsApp, or email.
- want a control plane that can manage multiple OpenClaw gateways or support structured, parallel agent work.
Compare the numbers side by side, or add more projects
This comparison is generated with AI from the OSRepos analyses of both projects. Always check each project's repository and documentation before choosing.