apify-trend-analysis by apify/agent-skills
npx skills add https://github.com/apify/agent-skills --skill apify-trend-analysis使用 Apify Actors 从多个平台提取数据,发现并追踪新兴趋势。
(无需提前检查)
APIFY_TOKEN 的 .env 文件--env-file)mcpc CLI 工具:npm install -g @apify/mcpc复制此清单并跟踪进度:
Task Progress:
- [ ] Step 1: Identify trend type (select Actor)
- [ ] Step 2: Fetch Actor schema via mcpc
- [ ] Step 3: Ask user preferences (format, filename)
- [ ] Step 4: Run the analysis script
- [ ] Step 5: Summarize findings
根据研究需求选择合适的 Actor:
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| 用户需求 | Actor ID | 最佳用途 |
|---|---|---|
| 搜索趋势 | apify/google-trends-scraper | Google Trends 数据 |
| 话题标签追踪 | apify/instagram-hashtag-scraper | 话题标签内容 |
| 话题标签指标 | apify/instagram-hashtag-stats | 性能统计数据 |
| 视觉趋势 | apify/instagram-post-scraper | 帖子分析 |
| 热门发现 | apify/instagram-search-scraper | 搜索趋势 |
| 全面追踪 | apify/instagram-scraper | 完整数据 |
| 基于 API 的趋势 | apify/instagram-api-scraper | API 访问 |
| 互动趋势 | apify/export-instagram-comments-posts | 评论追踪 |
| 产品趋势 | apify/facebook-marketplace-scraper | 市场数据 |
| 视觉分析 | apify/facebook-photos-scraper | 照片趋势 |
| 社区趋势 | apify/facebook-groups-scraper | 群组监控 |
| YouTube Shorts | streamers/youtube-shorts-scraper | 短视频趋势 |
| YouTube 话题标签 | streamers/youtube-video-scraper-by-hashtag | 话题标签视频 |
| TikTok 话题标签 | clockworks/tiktok-hashtag-scraper | 话题标签内容 |
| 热门声音 | clockworks/tiktok-sound-scraper | 音频趋势 |
| TikTok 广告 | clockworks/tiktok-ads-scraper | 广告趋势 |
| 发现页面 | clockworks/tiktok-discover-scraper | 发现趋势 |
| 探索趋势 | clockworks/tiktok-explore-scraper | 探索内容 |
| 热门内容 | clockworks/tiktok-trends-scraper | 病毒式内容 |
使用 mcpc 动态获取 Actor 的输入模式和详细信息:
export $(grep APIFY_TOKEN .env | xargs) && mcpc --json mcp.apify.com --header "Authorization: Bearer $APIFY_TOKEN" tools-call fetch-actor-details actor:="ACTOR_ID" | jq -r ".content"
将 ACTOR_ID 替换为选定的 Actor(例如 apify/google-trends-scraper)。
这将返回:
运行前询问:
快速回答(在聊天中显示,不保存文件):
node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
--actor "ACTOR_ID" \
--input 'JSON_INPUT'
CSV:
node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
--actor "ACTOR_ID" \
--input 'JSON_INPUT' \
--output YYYY-MM-DD_OUTPUT_FILE.csv \
--format csv
JSON:
node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
--actor "ACTOR_ID" \
--input 'JSON_INPUT' \
--output YYYY-MM-DD_OUTPUT_FILE.json \
--format json
完成后报告:
APIFY_TOKEN not found - 请用户创建包含 APIFY_TOKEN=your_token 的 .env 文件
mcpc not found - 请用户安装 npm install -g @apify/mcpc
Actor not found - 检查 Actor ID 拼写
Run FAILED - 请用户检查错误输出中的 Apify 控制台链接
Timeout - 减少输入大小或增加 --timeout
每周安装量
1.9K
代码仓库
GitHub 星标
1.6K
首次出现
Jan 28, 2026
安全审计
安装于
opencode1.8K
codex1.7K
gemini-cli1.7K
github-copilot1.6K
cursor1.6K
kimi-cli1.6K
Discover and track emerging trends using Apify Actors to extract data from multiple platforms.
(No need to check it upfront)
.env file with APIFY_TOKEN--env-file support)mcpc CLI tool: npm install -g @apify/mcpcCopy this checklist and track progress:
Task Progress:
- [ ] Step 1: Identify trend type (select Actor)
- [ ] Step 2: Fetch Actor schema via mcpc
- [ ] Step 3: Ask user preferences (format, filename)
- [ ] Step 4: Run the analysis script
- [ ] Step 5: Summarize findings
Select the appropriate Actor based on research needs:
| User Need | Actor ID | Best For |
|---|---|---|
| Search trends | apify/google-trends-scraper | Google Trends data |
| Hashtag tracking | apify/instagram-hashtag-scraper | Hashtag content |
| Hashtag metrics | apify/instagram-hashtag-stats | Performance stats |
| Visual trends | apify/instagram-post-scraper | Post analysis |
| Trending discovery | apify/instagram-search-scraper |
Fetch the Actor's input schema and details dynamically using mcpc:
export $(grep APIFY_TOKEN .env | xargs) && mcpc --json mcp.apify.com --header "Authorization: Bearer $APIFY_TOKEN" tools-call fetch-actor-details actor:="ACTOR_ID" | jq -r ".content"
Replace ACTOR_ID with the selected Actor (e.g., apify/google-trends-scraper).
This returns:
Before running, ask:
Quick answer (display in chat, no file):
node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
--actor "ACTOR_ID" \
--input 'JSON_INPUT'
CSV:
node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
--actor "ACTOR_ID" \
--input 'JSON_INPUT' \
--output YYYY-MM-DD_OUTPUT_FILE.csv \
--format csv
JSON:
node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
--actor "ACTOR_ID" \
--input 'JSON_INPUT' \
--output YYYY-MM-DD_OUTPUT_FILE.json \
--format json
After completion, report:
APIFY_TOKEN not found - Ask user to create .env with APIFY_TOKEN=your_token mcpc not found - Ask user to install npm install -g @apify/mcpc Actor not found - Check Actor ID spelling Run FAILED - Ask user to check Apify console link in error output Timeout - Reduce input size or increase --timeout
Weekly Installs
1.9K
Repository
GitHub Stars
1.6K
First Seen
Jan 28, 2026
Security Audits
Gen Agent Trust HubWarnSocketPassSnykWarn
Installed on
opencode1.8K
codex1.7K
gemini-cli1.7K
github-copilot1.6K
cursor1.6K
kimi-cli1.6K
99,500 周安装
| Search trends |
| Comprehensive tracking | apify/instagram-scraper | Full data |
| API-based trends | apify/instagram-api-scraper | API access |
| Engagement trends | apify/export-instagram-comments-posts | Comment tracking |
| Product trends | apify/facebook-marketplace-scraper | Marketplace data |
| Visual analysis | apify/facebook-photos-scraper | Photo trends |
| Community trends | apify/facebook-groups-scraper | Group monitoring |
| YouTube Shorts | streamers/youtube-shorts-scraper | Short-form trends |
| YouTube hashtags | streamers/youtube-video-scraper-by-hashtag | Hashtag videos |
| TikTok hashtags | clockworks/tiktok-hashtag-scraper | Hashtag content |
| Trending sounds | clockworks/tiktok-sound-scraper | Audio trends |
| TikTok ads | clockworks/tiktok-ads-scraper | Ad trends |
| Discover page | clockworks/tiktok-discover-scraper | Discover trends |
| Explore trends | clockworks/tiktok-explore-scraper | Explore content |
| Trending content | clockworks/tiktok-trends-scraper | Viral content |