yangmao.ai · Python setup money page

ClawBrain Python API Setup

Use this page when you need a working Python starting point for ClawBrain, then validate quota and model names in the official console before production.

Open official provider → Get one OpenAI-compatible key → Compare API gateway options →

Quick verdict

Free API: 30 free conversations/day
Rate limits: 未公开
Best model starting point: Agent 优化大模型 API
Mainland China access: direct or relatively friendly

Provider fit matrix

Best fit Fast provider evaluation, prototypes, and fallback routing

Watch out Free credits and rate limits can change without warning

Production fallback Keep at least one compatible backup provider before shipping

Production readiness checklist

Quota gate Start inside 30 free conversations/day; log usage before adding retries or batch jobs.

No-card check Try the free path first, then confirm whether billing is required for API keys, higher RPM, or production endpoints.

Regional smoke test Still run one request from your deployment region and from mainland China if users are there.

Source freshness Snapshot date: 2026-06-16; official quota and pricing can change without notice.

Python setup snapshot

Start with the smallest possible chat completion, then move the key to your server-side secret manager before production.

# ClawBrain 当前主要通过网页端或本地项目使用。
# 入口：https://www.clawbrain.dev/

Free API and pricing notes

30 free conversations/day

API or API-compatible access is available; exact limits depend on the official page.

Access and production risk

Mainland China friendly / direct path likely

Availability may vary by region and account policy; verify with the live site.

How to set it up

Create or locate your provider API key in the official dashboard.

Install the provider SDK or requests dependency shown in the example.

Set the API key in an environment variable instead of hard-coding secrets.

Run a small ClawBrain chat completion with Agent 优化大模型 API.

Watch free credits, RPM/TPM limits, response shape, and error messages before scaling.

ClawBrain production validation table

Use this table before sending real users, scheduled agents, or paid traffic to ClawBrain. The goal is to validate source freshness, quota behavior, regional access, and fallback needs instead of trusting a stale free-credit claim.

Check Pass condition If it fails

Signup and billing state Key creation works and the account can spend the recorded 30 free conversations/day. Compare ClawBrain alternatives or route through a gateway before inviting users.

First request from target region A minimal request succeeds from your deployment region and mainland-China test point if relevant. Do not ship cron jobs or public demos until latency, DNS, TLS, and auth are repeatable.

Quota, retry, and error shape Rate-limit behavior matches the current 未公开 note or official dashboard values. Cap retries, add request logging, and keep a second route for 429/5xx bursts.

Cost per accepted task Real prompts stay within your target token, query, image-credit, or compute budget. Use cheaper primary routes, caching, shorter prompts, or fallback only after validation failure.

Credit-change alerts

Want to know when free credits, pricing, or availability changes? Subscribe first, then compare official providers, API gateways, and alternatives.

Subscribe → Get an OpenLLMAPI key → Compare API gateways →

Source snapshot

Data source: yangmao.ai provider YAML tracker plus provider docs reviewed by the daily crawler. Official dashboards can change quota and pricing without notice; verify before production.

yangmao.ai provider id: clawbrain
Official source: https://www.clawbrain.dev/
Last updated: 2026-06-16
Free tier: 30 free conversations per day
API credits: 30 free conversations/day
Rate limit: 未公开
Access note: Availability may vary by region and account policy; verify with the live site.

FAQ

Does ClawBrain have a free API?

Yes. Current yangmao.ai record: 30 free conversations/day. Rate limit note: 未公开.

Is ClawBrain OpenAI-compatible?

This snapshot uses a provider-specific OpenAI SDK example. If your app requires one stable OpenAI-compatible endpoint, use an aggregator or relay after checking ClawBrain docs.

Can I use ClawBrain from mainland China?

ClawBrain is marked as relatively direct or Mainland-China-friendly in the current tracker.

What should I do when ClawBrain credits run out?

Compare the alternatives below, check /en/free-ai-api/, and shortlist official providers or API gateway options before production.