使用 Grok 实时搜索 X/Twitter，查找帖子、热门话题和讨论，并附带引用来源。
A股主题跟踪 — 从韭菜公社抓取市场热点、产业链、异动板块、最新段子，AI 结构化提取后进行多维分析。
Backtest crypto and traditional trading strategies against historical data. Calculates performance metrics (Sharpe, Sortino, max drawdown), generates equity curves, and optimizes strategy parameters. Use when user wants to test a trading strategy, validate signals, or compare approaches. Trigger with phrases like "backtest strategy", "test trading strategy", "historical performance", "simulate trades", "optimize parameters", or "validate signals".
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.
通过 Tushare Pro MCP 获取中国金融市场数据。覆盖 A股/港股/美股/基金/期货/债券/宏观 共 158+ 个接口。当需要股价、财务、指数、宏观数据时，使用 tushare_* MCP tool 而非 Python 脚本。
Searches Google and extracts full page content from every result via trafilatura. Returns clean readable text, not just snippets. Use when the user needs web search, research, current events, news, factual lookups, product comparisons, technical documentation, or any question requiring up-to-date information from the internet.
YouTube 视频全能工具。支持六种模式：摘要、问答、逐字稿、视频搜索、频道追踪、文字稿提纯（用 Gemini CLI 对原始字幕做结构化提纯，支持播客按问答拆解、讲座按知识点分章、访谈按话题整理）。检测到 YouTube URL、视频搜索请求、频道追踪需求、文字稿提纯/整理需求时触发。
Search news articles via NewsAPI with filtering by time windows, sources, domains, and languages.