Llm Usage Aggregator

AdMapix raw data layer for ad creatives, apps, rankings, downloads/revenue, and market metadata. Returns structured JSON from the AdMapix API; the calling ag...

Web search via Tavily API (alternative to Brave). Use when the user asks to search the web / look up sources / find links and Brave web_search is unavailable...

Data analysis and visualization. Query databases, generate reports, automate spreadsheets, and turn raw data into clear, actionable insights. Use when (1) yo...

Analyze stocks and cryptocurrencies using Yahoo Finance data. Supports portfolio management, watchlists with alerts, dividend analysis, 8-dimension stock scoring, viral trend detection (Hot Scanner), and rumor/early signal detection. Use for stock analysis, portfolio tracking, earnings reactions, crypto monitoring, trending stocks, or finding rumors before they hit mainstream.

Manage and monitor a personal stock watchlist with support for adding, removing, listing stocks, and summarizing their recent performance using data from 10jqka.com.cn. Use when the user wants to track specific stocks, get performance summaries, or manage their watchlist.

Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.

Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.

Real-time MCP server for general and vertical web searches, parallel batch queries, and full-page URL content extraction as Markdown.

Manages MaybeAI spreadsheets across upload, workbook profiling, read/write, worksheet operations, formulas, formula lineage tracing, formatting, and SQL resu...

Diagnose e-commerce ad performance issues by analyzing the entire funnel, cross-validating metrics, detecting blockers, and prioritizing fixes by severity.

Provides end-to-end analysis and strategy for e-commerce new product development using category data, competition, market gaps, validation, and launch planning.

Operates MaybeAI spreadsheets via the maybeai-sheet CLI — upload, inspect worksheets, read/write data, append or upsert rows, set formulas, trace lineage, sh...