Practical overview
When it fits
Use the standard server edition when you need a self-hosted gateway for coordinating agents across providers, chat channels or tenant-isolated PostgreSQL workspaces. Use GoClaw Lite when the goal is local desktop agent management with SQLite and the documented small-team limits.
Who it is for
- Operators deploying agent teams across multiple LLM providers.
- Teams that want agents to coordinate tasks and communicate through supported chat channels.
- Developers and operators who need gateway trace inspection through a CLI.
- People seeking a local desktop edition for a small agent setup rather than a PostgreSQL server deployment.
Documented uses
- Route agent requests to different LLM providers through a shared gateway.
- Coordinate agents using shared task boards and synchronous or asynchronous delegation.
- Connect server-based agent teams to supported messaging channels.
- Separate tenant workspaces and sessions in the standard PostgreSQL edition.
- Inspect local or remote gateway traces with the operator CLI.
Requirements & limits
- The standard server quick start lists Go 1.26+, PostgreSQL 18 with pgvector and optional Docker for a source-based setup.
- Docker setup requires at least one configured provider API key.
- The standard server edition uses PostgreSQL; Lite uses local SQLite and has a maximum of five agents and one team of five members.
- Lite lacks the standard edition's messaging channels, multi-tenant features and full knowledge graph.
- Browser automation, Jaeger tracing, sandboxing, Tailscale and Redis are optional Docker services enabled with WITH_* flags.
Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.
Start GoClaw with Docker
Prepare the Docker environment, configure a provider key and start the gateway services.
Before you start
- Docker
- A provider API key for at least one GOCLAW_*_API_KEY setting
Steps
Run
chmod +x prepare-env.sh && ./prepare-env.shto create an environment file with generated secrets.Add at least one provider API key to
.env.Run the command below to build and start the services and apply database migrations.
make upOpen the built-in dashboard at
http://localhost:18790.
Expected outcome
The Docker services start with the built-in web dashboard available at the documented local address.
Guide limitations
- If PostgreSQL cannot bind because port 5432 is already in use, set a different host port with POSTGRES_PORT in
.env. - A separate nginx service for a custom SSL or reverse-proxy setup is optional.
Inspect gateway traces with the GoClaw CLI
Use the operator CLI to list, retrieve or follow gateway traces.
Before you start
- The GoClaw binary
- For a remote gateway, its server address and gateway token
Steps
List error traces with
goclaw traces list --status error.Retrieve a trace as JSON with
goclaw traces get -o json.For a remote gateway, follow a session with
goclaw --server https://goclaw.example.com --token "$GOCLAW_GATEWAY_TOKEN" traces follow --session.
Expected outcome
The CLI provides the documented trace listing, retrieval and session-following operations.
Guide limitations
- The examples require suitable trace IDs or session keys; remote use also requires a gateway token.
- The documented commands describe inspection operations, not a trace-based diagnosis or repair procedure.
Compare options for Agent orchestration
These projects document a common task and share a project role. This is a source-based comparison, not an execution benchmark or a guarantee of interchangeability.
| Project | Documented purpose | Platform | Access and requirements |
|---|---|---|---|
| Goclaw | Route agent requests to different LLM providers through a shared gateway. | Docker, Linux, Self-hosted, Server | |
| Agenthub | Decompose a goal and dispatch work among agent roles. | CLI, Docker, Self-hosted, Server | The repository is public and licensed under Apache-2.0. The README documents a local Docker platform path and published CLI binaries for Windows x64; it does not claim CLI binary support for other platforms. |
Sources & review
Source record details
- Source availability
- Active
- Sources checked
- 14 October 2026
- Original website title
- nextlevelbuilder/goclaw · Official homepage title · retained in its source language

