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Update dependencies and fix the wrong guidance on OpenClaw #42

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chore: add pnpm workspace configuration for dependency management
cute-omega Mar 15, 2026
7cc1c9b
chore: 重写自托管和OpenClaw接入教程，修复先前错误教程
cute-omega Mar 15, 2026
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168 changes: 84 additions & 84 deletions README.md
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Expand Up @@ -18,18 +18,27 @@ Subscribe in any RSS reader (Feedly, Reeder, NewsBlur, etc.) to receive new dige

## MCP Server

**`https://big-model-radar-mcp.<your-subdomain>.workers.dev`**
**Cloudflare Workers self-hosting required** — deploy your own instance from the `mcp/` directory:

```bash
git clone https://github.com/gsscsd/big_model_radar.git
cd mcp
pnpm install
npx wrangler deploy
```

Then **`https://big-model-radar-mcp.<your-subdomain>.workers.dev`** is your MCP server endpoint.

A hosted [Model Context Protocol](https://modelcontextprotocol.io) server that exposes Big Model Radar data as tools. Any MCP-compatible client (Claude Desktop, OpenClaw, etc.) can query the latest AI ecosystem reports directly.

**Available tools:**

| Tool | Description |
|------|-------------|
| Tool | Description |
|----------------|-----------------------------------------------------|
| `list_reports` | List available dates and report types (last N days) |
| `get_latest` | Fetch the most recent report of a given type |
| `get_report` | Fetch a specific report by date and type |
| `search` | Keyword search across recent reports |
| `get_latest` | Fetch the most recent report of a given type |
| `get_report` | Fetch a specific report by date and type |
| `search` | Keyword search across recent reports |

**Claude Desktop setup** — add to `~/Library/Application Support/Claude/claude_desktop_config.json`:

Expand All @@ -44,41 +53,24 @@ A hosted [Model Context Protocol](https://modelcontextprotocol.io) server that e
```

Restart Claude Desktop after saving. You can then ask Claude things like:

- *"What's the latest in AI CLI tools?"* → calls `get_latest`
- *"Search for Claude Code mentions this week"* → calls `search`
- *"Show me the AI trending report for 2026-03-05"* → calls `get_report`

**OpenClaw setup** — run the following command:

```bash
openclaw mcp add --transport http big-model-radar https://big-model-radar-mcp.<your-subdomain>.workers.dev
```
## OpenClaw setup

Or add it manually to `~/.openclaw/openclaw.json`:
1. Install MCP Porter with `npm install -g mcporter` (pnpm or other package managers also work)
2. Add the MCP server:

```json
{
"mcpServers": {
"big-model-radar": {
"type": "http",
"url": "https://big-model-radar-mcp.<your-subdomain>.workers.dev"
}
}
}
```bash
mcporter config add big-model-radar --url https://big-model-radar-mcp.<your-subdomain>.workers.dev --transport sse
```

You can then ask OpenClaw things like:
- *"What's the latest in AI CLI tools?"* → calls `get_latest`
- *"Search for Claude Code mentions this week"* → calls `search`
- *"Show me the AI trending report for 2026-03-05"* → calls `get_report`

**Self-hosting** — deploy your own instance from the `mcp/` directory:
3. Enable the `mcporter` plugin in OpenClaw
4. Start chatting with your OpenClaw instance and query reports

```bash
cd mcp
pnpm install
wrangler deploy
```
After setup, you can feel free to ask OpenClaw questions.

## Telegram Channel

Expand All @@ -90,20 +82,20 @@ Subscribe to get daily digest notifications pushed directly to Telegram. Each me

### AI CLI tools (GitHub)

| Tool | Repository |
|------|-----------|
| Claude Code | [anthropics/claude-code](https://github.com/anthropics/claude-code) |
| OpenAI Codex | [openai/codex](https://github.com/openai/codex) |
| Gemini CLI | [google-gemini/gemini-cli](https://github.com/google-gemini/gemini-cli) |
| GitHub Copilot CLI | [github/copilot-cli](https://github.com/github/copilot-cli) |
| Kimi Code CLI | [MoonshotAI/kimi-cli](https://github.com/MoonshotAI/kimi-cli) |
| OpenCode | [anomalyco/opencode](https://github.com/anomalyco/opencode) |
| Qwen Code | [QwenLM/qwen-code](https://github.com/QwenLM/qwen-code) |
| Tool | Repository |
|--------------------|-------------------------------------------------------------------------|
| Claude Code | [anthropics/claude-code](https://github.com/anthropics/claude-code) |
| OpenAI Codex | [openai/codex](https://github.com/openai/codex) |
| Gemini CLI | [google-gemini/gemini-cli](https://github.com/google-gemini/gemini-cli) |
| GitHub Copilot CLI | [github/copilot-cli](https://github.com/github/copilot-cli) |
| Kimi Code CLI | [MoonshotAI/kimi-cli](https://github.com/MoonshotAI/kimi-cli) |
| OpenCode | [anomalyco/opencode](https://github.com/anomalyco/opencode) |
| Qwen Code | [QwenLM/qwen-code](https://github.com/QwenLM/qwen-code) |

### Claude Code Skills (GitHub)

| Source | Repository |
|--------|-----------|
| Source | Repository |
|--------------------|-----------------------------------------------------------|
| Claude Code Skills | [anthropics/skills](https://github.com/anthropics/skills) |

PRs and issues are fetched without a date filter and sorted by popularity (comment count), so the report always reflects the most actively discussed skills — not just the newest.
Expand All @@ -112,28 +104,28 @@ PRs and issues are fetched without a date filter and sorted by popularity (comme

OpenClaw is tracked as the primary reference project. Ten peer projects in the personal AI assistant / autonomous agent space are tracked alongside it for cross-ecosystem comparison.

| Project | Repository | Stars |
|---------|-----------|-------|
| OpenClaw | [openclaw/openclaw](https://github.com/openclaw/openclaw) | 240.5k |
| NanoBot | [HKUDS/nanobot](https://github.com/HKUDS/nanobot) | 26.9k |
| Zeroclaw | [zeroclaw-labs/zeroclaw](https://github.com/zeroclaw-labs/zeroclaw) | 21.2k |
| PicoClaw | [sipeed/picoclaw](https://github.com/sipeed/picoclaw) | 21.1k |
| NanoClaw | [qwibitai/nanoclaw](https://github.com/qwibitai/nanoclaw) | 16.6k |
| IronClaw | [nearai/ironclaw](https://github.com/nearai/ironclaw) | 3.9k |
| LobsterAI | [netease-youdao/LobsterAI](https://github.com/netease-youdao/LobsterAI) | 3.0k |
| TinyClaw | [TinyAGI/tinyclaw](https://github.com/TinyAGI/tinyclaw) | 2.8k |
| CoPaw | [agentscope-ai/CoPaw](https://github.com/agentscope-ai/CoPaw) | 2.2k |
| ZeptoClaw | [qhkm/zeptoclaw](https://github.com/qhkm/zeptoclaw) | 394 |
| EasyClaw | [gaoyangz77/easyclaw](https://github.com/gaoyangz77/easyclaw) | 102 |
| Project | Repository | Stars |
|-----------|-------------------------------------------------------------------------|--------|
| OpenClaw | [openclaw/openclaw](https://github.com/openclaw/openclaw) | 240.5k |
| NanoBot | [HKUDS/nanobot](https://github.com/HKUDS/nanobot) | 26.9k |
| Zeroclaw | [zeroclaw-labs/zeroclaw](https://github.com/zeroclaw-labs/zeroclaw) | 21.2k |
| PicoClaw | [sipeed/picoclaw](https://github.com/sipeed/picoclaw) | 21.1k |
| NanoClaw | [qwibitai/nanoclaw](https://github.com/qwibitai/nanoclaw) | 16.6k |
| IronClaw | [nearai/ironclaw](https://github.com/nearai/ironclaw) | 3.9k |
| LobsterAI | [netease-youdao/LobsterAI](https://github.com/netease-youdao/LobsterAI) | 3.0k |
| TinyClaw | [TinyAGI/tinyclaw](https://github.com/TinyAGI/tinyclaw) | 2.8k |
| CoPaw | [agentscope-ai/CoPaw](https://github.com/agentscope-ai/CoPaw) | 2.2k |
| ZeptoClaw | [qhkm/zeptoclaw](https://github.com/qhkm/zeptoclaw) | 394 |
| EasyClaw | [gaoyangz77/easyclaw](https://github.com/gaoyangz77/easyclaw) | 102 |

### GitHub AI Trending

Two data sources are fetched in parallel every day:

| Source | Details |
|--------|---------|
| [github.com/trending](https://github.com/trending?since=daily) | Today's trending repos — parsed from HTML; includes today's new star count |
| GitHub Search API | Repos active in the last 7 days matching 6 AI topics: `llm`, `ai-agent`, `rag`, `vector-database`, `large-language-model`, `machine-learning` |
| Source | Details |
|----------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------|
| [github.com/trending](https://github.com/trending?since=daily) | Today's trending repos — parsed from HTML; includes today's new star count |
| GitHub Search API | Repos active in the last 7 days matching 6 AI topics: `llm`, `ai-agent`, `rag`, `vector-database`, `large-language-model`, `machine-learning` |

The LLM filters out non-AI repos from the trending list, classifies the rest by dimension (AI infrastructure / agents / applications / models / RAG), and extracts trend signals.

Expand All @@ -143,10 +135,10 @@ Top AI stories from the last 24 hours, fetched via the [Algolia HN Search API](h

### Official web content (sitemap-based)

| Organization | Site | Tracked sections |
|---|---|---|
| Anthropic | [anthropic.com](https://www.anthropic.com) | `/news/`, `/research/`, `/engineering/`, `/learn/` |
| OpenAI | [openai.com](https://openai.com) | research, publication, release, company, engineering, milestone, learn-guides, safety, product |
| Organization | Site | Tracked sections |
|--------------|--------------------------------------------|------------------------------------------------------------------------------------------------|
| Anthropic | [anthropic.com](https://www.anthropic.com) | `/news/`, `/research/`, `/engineering/`, `/learn/` |
| OpenAI | [openai.com](https://openai.com) | research, publication, release, company, engineering, milestone, learn-guides, safety, product |

New articles are detected by comparing sitemap `lastmod` timestamps against a persisted state file (`digests/web-state.json`). On the **first run**, up to 25 recent articles per site are fetched and a comprehensive overview report is generated. On subsequent runs, only new or updated URLs trigger a report; if nothing changed, the web report step is skipped entirely.

Expand Down Expand Up @@ -189,21 +181,22 @@ openclaw_peers:

Go to **Settings → Secrets and variables → Actions** and add:

| Secret | Required | Description |
|--------|----------|-------------|
| `OPENAI_API_KEY` | ✅ | API key for any OpenAI-compatible endpoint |
| `OPENAI_BASE_URL` | optional | API endpoint override. Leave unset for OpenAI, or set a compatible provider URL such as `https://api.openai.com/v1` |
| `OPENAI_MODEL` | optional | Model name passed to `chat/completions`, e.g. `gpt-4.1-mini` |
| `REPORT_LANGS` | optional | Report languages, e.g. `zh` or `zh,en` (default: `zh`) |
| `PAGES_URL` | recommended | Public site base URL, e.g. `https://your-user.github.io/big_model_radar`. Prefer a repository variable for this |
| `TELEGRAM_BOT_TOKEN` | optional | Telegram bot token from [@BotFather](https://t.me/BotFather). If set, a message is sent after each digest run |
| `TELEGRAM_CHAT_ID` | optional | Telegram chat/channel/group ID to send notifications to. Required if you enable Telegram notifications |
| Secret | Required | Description |
|----------------------|-------------|---------------------------------------------------------------------------------------------------------------------|
| `OPENAI_API_KEY` | ✅ | API key for any OpenAI-compatible endpoint |
| `OPENAI_BASE_URL` | optional | API endpoint override. Leave unset for OpenAI, or set a compatible provider URL such as `https://api.openai.com/v1` |
| `OPENAI_MODEL` | optional | Model name passed to `chat/completions`, e.g. `gpt-4.1-mini` |
| `REPORT_LANGS` | optional | Report languages, e.g. `zh` or `zh,en` (default: `zh`) |
| `PAGES_URL` | recommended | Public site base URL, e.g. `https://your-user.github.io/big_model_radar`. Prefer a repository variable for this |
| `TELEGRAM_BOT_TOKEN` | optional | Telegram bot token from [@BotFather](https://t.me/BotFather). If set, a message is sent after each digest run |
| `TELEGRAM_CHAT_ID` | optional | Telegram chat/channel/group ID to send notifications to. Required if you enable Telegram notifications |

> `GITHUB_TOKEN` is provided automatically by GitHub Actions.
>
> Backward compatibility: `ANTHROPIC_API_KEY`, `ANTHROPIC_BASE_URL`, and `ANTHROPIC_MODEL` are still accepted as aliases, but new setups should use `OPENAI_*`.

**Setting up Telegram notifications** (optional):

1. Message [@BotFather](https://t.me/BotFather) on Telegram, create a bot, and copy the token
2. Add the bot to your channel/group, or start a DM with it
3. Get the chat ID via [@userinfobot](https://t.me/userinfobot) or the [getUpdates](https://core.telegram.org/bots/api#getupdates) API
Expand Down Expand Up @@ -240,13 +233,13 @@ pnpm start

Files are written to `digests/YYYY-MM-DD/`:

| File | Content | GitHub Issue label |
|------|---------|-------------------|
| `ai-cli.md` | CLI digest — cross-tool comparison + per-tool details | `digest` |
| `ai-agents.md` | OpenClaw deep report + cross-ecosystem comparison + 10 peer details | `openclaw` |
| `ai-web.md` | Official web content report (only written when new content exists) | `web` |
| `ai-trending.md` | GitHub AI trending report — repos classified by dimension + trend signals (only written when data is available) | `trending` |
| `ai-hn.md` | Hacker News AI community digest — top stories + sentiment analysis (only written when fetch succeeds) | `hn` |
| File | Content | GitHub Issue label |
|------------------|-----------------------------------------------------------------------------------------------------------------|--------------------|
| `ai-cli.md` | CLI digest — cross-tool comparison + per-tool details | `digest` |
| `ai-agents.md` | OpenClaw deep report + cross-ecosystem comparison + 10 peer details | `openclaw` |
| `ai-web.md` | Official web content report (only written when new content exists) | `web` |
| `ai-trending.md` | GitHub AI trending report — repos classified by dimension + trend signals (only written when data is available) | `trending` |
| `ai-hn.md` | Hacker News AI community digest — top stories + sentiment analysis (only written when fetch succeeds) | `hn` |

A shared state file `digests/web-state.json` tracks which web URLs have been seen; it is committed alongside the daily digests.

Expand All @@ -255,6 +248,7 @@ Each report is generated in both Chinese (`ai-cli.md`) and English (`ai-cli-en.m
---

`ai-cli.md` / `ai-cli-en.md` structure:

```
## Cross-Tool Comparison
Ecosystem overview / Activity comparison table / Shared themes / Differentiation / Trend signals
Expand All @@ -273,6 +267,7 @@ Each report is generated in both Chinese (`ai-cli.md`) and English (`ai-cli-en.m
```

`ai-agents.md` / `ai-agents-en.md` structure:

```
Issues: N | PRs: N | Projects covered: 10

Expand All @@ -298,6 +293,7 @@ Issues: N | PRs: N | Projects covered: 10
```

`ai-web.md` / `ai-web-en.md` structure:

```
Sources: anthropic.com (N articles) + openai.com (N articles)

Expand All @@ -310,6 +306,7 @@ Notable details
```

`ai-trending.md` / `ai-trending-en.md` structure:

```
Sources: GitHub Trending + GitHub Search API

Expand All @@ -325,6 +322,7 @@ Community focus
```

`ai-hn.md` / `ai-hn-en.md` structure:

```
Sources: Hacker News (top-30 AI stories, last 24h)

Expand All @@ -339,6 +337,7 @@ Worth reading
```

`ai-weekly.md` / `ai-weekly-en.md` structure (generated every Monday):

```
Coverage: YYYY-MM-DD ~ YYYY-MM-DD (last 7 daily digests)

Expand All @@ -350,6 +349,7 @@ Outlook
```

`ai-monthly.md` / `ai-monthly-en.md` structure (generated on the 1st of each month):

```
Sources: N weekly reports (or sampled daily reports if fewer than 2 weeklies available)

Expand All @@ -364,10 +364,10 @@ Historical digests are stored in [`digests/`](./digests/). Published issues are

## Schedule

| Workflow | Cron | UTC | CST |
|----------|------|-----|-----|
| Daily digest | `0 0 * * *` | 00:00 daily | 08:00 daily |
| Weekly rollup | `0 1 * * 1` | 01:00 Monday | 09:00 Monday |
| Workflow | Cron | UTC | CST |
|----------------|-------------|------------------|------------------|
| Daily digest | `0 0 * * *` | 00:00 daily | 08:00 daily |
| Weekly rollup | `0 1 * * 1` | 01:00 Monday | 09:00 Monday |
| Monthly rollup | `0 2 1 * *` | 02:00 on the 1st | 10:00 on the 1st |

To change the schedule, edit the cron expressions in the corresponding workflow files under `.github/workflows/`.
Expand Down
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