agents-radar

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A GitHub Actions workflow that runs every morning at 08:00 CST. It aggregates AI ecosystem signals from 10 data sources, then publishes bilingual (Chinese + English) daily digests as GitHub Issues and committed Markdown files. Weekly and monthly rollup reports are also generated automatically.

Data Sources

Source	Type	Data
GitHub Repos	API	Issues, PRs, releases from 17+ tracked AI tool repos
Claude Code Skills	API	Trending skills sorted by community engagement
GitHub Trending	HTML + API	Daily trending repos + AI topic search (7-day window)
Hacker News	Algolia API	Top 30 AI stories from last 24h, 6 parallel queries
Product Hunt	GraphQL API	Yesterday's top AI products by votes
ArXiv	ArXiv API	Latest papers from cs.AI, cs.CL, cs.LG (last 48h)
Hugging Face	Hub API	30 trending models sorted by weekly likes
Dev.to	Forem API	Top AI/LLM articles from 5 tags
Lobste.rs	JSON API	AI/ML tagged stories from last 7 days
Anthropic + OpenAI	Sitemap	New articles detected via lastmod diff

Web UI

https://duanyytop.github.io/agents-radar

Browse all historical digests in a clean, dark-themed interface — no login required. Reports are rendered from the Markdown files in this repo via GitHub Pages.

Telegram Channel & Feishu Group

Subscribe to get daily digest notifications pushed directly to your preferred platform. Each message links to all reports for that day (ZH and EN variants) plus the Web UI and RSS feed.

Join Telegram Channel	Join Feishu Group

RSS Feed

https://duanyytop.github.io/agents-radar/feed.xml

Subscribe in any RSS reader (Feedly, Reeder, NewsBlur, etc.) to receive new digests automatically. The feed includes the latest 30 reports across all report types, updated daily alongside manifest.json.

MCP Server

https://agents-radar-mcp.duanyytop.workers.dev

A hosted Model Context Protocol server that exposes agents-radar data as tools. Any MCP-compatible client (Claude Desktop, OpenClaw, etc.) can query the latest AI ecosystem reports directly.

Available tools:

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

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

{
  "mcpServers": {
    "agents-radar": {
      "url": "https://agents-radar-mcp.duanyytop.workers.dev"
    }
  }
}

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:

openclaw mcp add --transport http agents-radar https://agents-radar-mcp.duanyytop.workers.dev

Or add it manually to ~/.openclaw/openclaw.json:

{
  "mcpServers": {
    "agents-radar": {
      "type": "http",
      "url": "https://agents-radar-mcp.duanyytop.workers.dev"
    }
  }
}

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:

cd mcp
pnpm install
wrangler deploy

Tracked sources

AI CLI tools (GitHub)

Tool	Repository
Claude Code	anthropics/claude-code
OpenAI Codex	openai/codex
Gemini CLI	google-gemini/gemini-cli
GitHub Copilot CLI	github/copilot-cli
Kimi Code CLI	MoonshotAI/kimi-cli
OpenCode	anomalyco/opencode
Pi	badlogic/pi-mono
Qwen Code	QwenLM/qwen-code
DeepSeek TUI	Hmbown/DeepSeek-TUI

Claude Code Skills (GitHub)

Source	Repository
Claude Code Skills	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.

OpenClaw + AI agent ecosystem (GitHub)

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

Project	Repository	Stars
OpenClaw	openclaw/openclaw	348.1k
NanoBot	HKUDS/nanobot	37.9k
Hermes Agent	nousresearch/hermes-agent	32.3k
PicoClaw	sipeed/picoclaw	27.5k
NanoClaw	qwibitai/nanoclaw	26.5k
ZeroClaw	zeroclaw-labs/zeroclaw	30.1k
CoPaw	agentscope-ai/CoPaw	14.4k
IronClaw	nearai/ironclaw	11.4k
NullClaw	nullclaw/nullclaw	7.0k
LobsterAI	netease-youdao/LobsterAI	4.8k
TinyClaw	TinyAGI/tinyagi	3.5k
Moltis	moltis-org/moltis	2.5k
ZeptoClaw	qhkm/zeptoclaw	567

GitHub AI Trending

Two data sources are fetched in parallel every day:

Source	Details
github.com/trending	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.

Hacker News

Top AI stories from the last 24 hours, fetched via the Algolia HN Search API. Six queries run in parallel (AI, LLM, Claude, OpenAI, Anthropic, machine learning), results are deduplicated and ranked by points. The top 30 stories are passed to the LLM for analysis.

Official web content (sitemap-based)

Organization	Site	Tracked sections
Anthropic	anthropic.com	/news/, /research/, /engineering/, /learn/
OpenAI	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.

Features

• Fetches issues, pull requests, and releases updated in the last 24 hours across all tracked repos
• Tracks trending Claude Code Skills — sorted by community engagement, not recency
• Generates a per-tool summary for each CLI repository and a cross-tool comparative analysis
• Generates a deep OpenClaw project report plus a cross-ecosystem comparison against 11 peer projects
• Scrapes official Anthropic and OpenAI web content via sitemaps; detects new articles incrementally
• Monitors GitHub Trending daily + searches 6 AI topic tags; classifies repos by dimension and extracts trend signals
• Fetches top-30 AI stories from Hacker News (last 24h, ranked by points); generates community sentiment report
• Publishes GitHub Issues for each report type; commits Markdown files to digests/YYYY-MM-DD/
• Runs on a daily schedule via GitHub Actions; supports manual triggering
• All tracked repositories are configurable via config.yml — no code changes needed

Setup

1. Fork this repository

2. Customize config.yml (optional)

Edit config.yml in the repo root to add, remove, or replace the tracked repositories. The file is fully commented. No code changes are needed — the pipeline reads it on every run and falls back to built-in defaults if the file is absent.

# Add a new CLI tool
cli_repos:
  - id: my-tool
    repo: owner/my-ai-cli
    name: My AI Tool

# Add a new peer project to the OpenClaw ecosystem comparison
openclaw_peers:
  - id: my-agent
    repo: owner/my-agent
    name: My Agent

3. Add Secrets

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

Secret	Required	Description
LLM_PROVIDER	optional	anthropic (default), openai, github-copilot, or openrouter
ANTHROPIC_API_KEY	if Anthropic	API key — works with both Anthropic and Kimi Code
ANTHROPIC_BASE_URL	optional	API endpoint override. Set to https://api.kimi.com/coding/ for Kimi Code; leave unset for Anthropic
OPENAI_API_KEY	if OpenAI	OpenAI API key
OPENAI_BASE_URL	optional	OpenAI endpoint override
OPENROUTER_API_KEY	if OpenRouter	OpenRouter API key
TELEGRAM_BOT_TOKEN	optional	Telegram bot token from @BotFather. If set, a message is sent after each digest run
TELEGRAM_CHAT_ID	optional	Telegram chat/channel/group ID to send notifications to
FEISHU_WEBHOOK_URLS	optional	Comma-separated Feishu custom bot webhook URLs. If set, a card message is sent to each group after each digest run

GITHUB_TOKEN is provided automatically by GitHub Actions. When using github-copilot as the provider, the same GITHUB_TOKEN is used for LLM calls.

Setting up Telegram notifications (optional):

1. Message @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 or the getUpdates API
4. Add TELEGRAM_BOT_TOKEN and TELEGRAM_CHAT_ID as repository secrets

If neither secret is set, the notification step is silently skipped.

3. Enable the workflow

Confirm the workflow is enabled in the Actions tab.

To test immediately, go to Actions → Daily Agents Radar → Run workflow.

First run note: The web content step will fetch up to 50 articles (25 per site) and may take a few extra minutes. Subsequent runs are fast — only new articles are processed.

LLM providers

Set LLM_PROVIDER to choose which model backend powers the digest generation. Defaults to anthropic.

Provider	LLM_PROVIDER	Required env vars	Default model
Anthropic	anthropic	ANTHROPIC_API_KEY	claude-sonnet-4-6
OpenAI	openai	OPENAI_API_KEY	gpt-4o
GitHub Copilot	github-copilot	GITHUB_TOKEN	gpt-4o
OpenRouter	openrouter	OPENROUTER_API_KEY	anthropic/claude-sonnet-4

Override the model name with ANTHROPIC_MODEL, OPENAI_MODEL, GITHUB_COPILOT_MODEL, or OPENROUTER_MODEL respectively.

The provider abstraction lives in src/providers/ — each provider is a separate file implementing the LlmProvider interface. Adding a new provider only requires creating a new file and registering it in the factory.

Running locally

pnpm install

export GITHUB_TOKEN=ghp_xxxxx

# Option A: Anthropic (default)
export ANTHROPIC_API_KEY=sk-ant-xxxxxxxx

# Option B: OpenAI
# export LLM_PROVIDER=openai
# export OPENAI_API_KEY=sk-xxxxxxxx

# Option C: GitHub Copilot (uses GITHUB_TOKEN)
# export LLM_PROVIDER=github-copilot

# Option D: OpenRouter
# export LLM_PROVIDER=openrouter
# export OPENROUTER_API_KEY=sk-or-xxxxxxxx

export DIGEST_REPO=your-username/agents-radar  # optional; omit to only write files

pnpm start

Output format

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 + 11 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
ai-ph.md	Product Hunt AI products digest (only written when PRODUCTHUNT_TOKEN is set and data is available)	ph
ai-arxiv.md	ArXiv AI research digest — key papers from cs.AI/cs.CL/cs.LG	arxiv
ai-hf.md	Hugging Face trending models digest — sorted by weekly likes	hf
ai-community.md	Tech community AI digest — Dev.to articles + Lobste.rs stories combined	community

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

Each report is generated in both Chinese (ai-cli.md) and English (ai-cli-en.md). The Web UI sidebar shows ZH / EN toggle buttons for reports that have both variants.

---

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

## Cross-Tool Comparison
  Ecosystem overview / Activity comparison table / Shared themes / Differentiation / Trend signals

## Per-Tool Reports
  <details> Claude Code    — [Claude Code Skills Highlights]
                             Top skills / Community demand trends / High-potential pending skills
                             ---
                             Today's summary / Hot issues / PR progress / Trends
  <details> OpenAI Codex   — Today's summary / Hot issues / PR progress / Trends
  <details> Gemini CLI     — ...
  <details> GitHub Copilot CLI — ...
  <details> Kimi Code CLI  — ...
  <details> OpenCode       — ...
  <details> Qwen Code      — ...
  <details> DeepSeek TUI   — ...

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

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

## OpenClaw Deep Dive
  Today's summary / Releases / Project progress / Community highlights /
  Bug stability / Feature requests / User feedback / Backlog

## Cross-Ecosystem Comparison
  Ecosystem overview / Activity table / OpenClaw positioning /
  Shared technical directions / Differentiation / Community maturity / Trend signals

## Peer Project Reports
  <details> Zeroclaw   — Today's summary / Releases / Progress / ... (8 sections)
  <details> EasyClaw   — ...
  <details> LobsterAI  — ...
  <details> ZeptoClaw  — ...
  <details> NanoBot      — ...
  <details> Hermes Agent — ...
  <details> PicoClaw     — ...
  <details> NanoClaw   — ...
  <details> IronClaw   — ...
  <details> TinyClaw   — ...
  <details> CoPaw      — ...

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

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

Today's summary
Anthropic / Claude highlights  (news / research / engineering / learn)
OpenAI highlights              (research / release / company / safety / ...)
Strategic signals
Notable details
[First full crawl also includes: Content landscape overview]

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

Sources: GitHub Trending + GitHub Search API

Today's summary
Top repos by dimension
  🔧 AI Infrastructure  — frameworks / SDKs / inference engines / CLIs
  🤖 AI Agents          — agent frameworks / multi-agent / automation
  📦 AI Applications    — vertical products / solutions
  🧠 Models & Training  — model weights / training frameworks / fine-tuning
  🔍 RAG & Knowledge    — vector databases / retrieval augmentation
Trend signal analysis
Community focus

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

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

Today's summary
Top stories & discussions
  🔬 Models & Research  — new model releases / papers / benchmarks
  🛠️ Tools & Engineering — open-source projects / frameworks / engineering practice
  🏢 Industry news      — company news / funding / product launches
  💬 Opinions & debate  — Ask HN / Show HN / hot threads
Community sentiment signals
Worth reading

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

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

Weekly highlights
Key trends & developments
Notable releases
Community momentum
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)

Month in review
Major themes
Ecosystem shifts
Top projects & releases
Looking ahead

Historical digests are stored in digests/. Published issues are tagged by type: digest · openclaw · web · trending · hn · ph · arxiv · hf · community · weekly · monthly.

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
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/.

Star History