SGLang
SGLang can serve open-source models via an OpenAI-compatible HTTP API.
OpenClaw can connect to SGLang using the openai-completions API.
OpenClaw can also auto-discover available models from SGLang when you opt
in with SGLANG_API_KEY (any value works if your server does not enforce auth)
and you do not define an explicit models.providers.sglang entry.
Getting started
- Start SGLang
Launch SGLang with an OpenAI-compatible server. Your base URL should expose
/v1endpoints (for example/v1/models,/v1/chat/completions). SGLang commonly runs on:http://127.0.0.1:30000/v1
- Set an API key
Any value works if no auth is configured on your server:
export SGLANG_API_KEY="sglang-local" - Run onboarding or set a model directly
openclaw onboardOr configure the model manually:
{ agents: { defaults: { model: { primary: "sglang/your-model-id" }, }, }, }
Model discovery (implicit provider)
When SGLANG_API_KEY is set (or an auth profile exists) and you do not
define models.providers.sglang, OpenClaw will query:
GET http://127.0.0.1:30000/v1/models
and convert the returned IDs into model entries.
If you set models.providers.sglang explicitly, auto-discovery is skipped and
you must define models manually.
Explicit configuration (manual models)
Use explicit config when:
- SGLang runs on a different host/port.
- You want to pin
contextWindow/maxTokensvalues. - Your server requires a real API key (or you want to control headers).
{
models: {
providers: {
sglang: {
baseUrl: "http://127.0.0.1:30000/v1",
apiKey: "${SGLANG_API_KEY}",
api: "openai-completions",
models: [
{
id: "your-model-id",
name: "Local SGLang Model",
reasoning: false,
input: ["text"],
cost: { input: 0, output: 0, cacheRead: 0, cacheWrite: 0 },
contextWindow: 128000,
maxTokens: 8192,
},
],
},
},
},
}
Advanced configuration
Proxy-style behavior
SGLang is treated as a proxy-style OpenAI-compatible /v1 backend, not a
native OpenAI endpoint.
| Behavior | SGLang |
|---|---|
| OpenAI-only request shaping | Not applied |
service_tier, Responses store, prompt-cache hints | Not sent |
| Reasoning-compat payload shaping | Not applied |
Hidden attribution headers (originator, version, User-Agent) | Not injected on custom SGLang base URLs |
Troubleshooting
Server not reachable
Verify the server is running and responding:
curl http://127.0.0.1:30000/v1/models
Auth errors
If requests fail with auth errors, set a real SGLANG_API_KEY that matches
your server configuration, or configure the provider explicitly under
models.providers.sglang.
If you run SGLang without authentication, any non-empty value for
SGLANG_API_KEY is sufficient to opt in to model discovery.