OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or deploying to production.

Remove backgrounds from images using segmentation. Support for color-based, edge detection, and AI-assisted removal methods. Batch processing available.

Scout price discrepancies between Polymarket and Kalshi for discovery and comparison. Read-only; no execution.

Manage Google Sheets spreadsheets. Read/write cell values and ranges, manage sheets, formatting, and formulas. Use when working with Google Sheets spreadsheet management.

文档智能整理助手 - 批量转换办公文档为 Markdown，本地模型生成摘要，三维度软链接分类

AI-powered web search, research, and reasoning via Perplexity

Convert audio files between formats (MP3, WAV, FLAC, OGG, M4A) with bitrate and sample rate control. Batch processing supported.

Analyze survey responses with Likert scale analysis, cross-tabulations, sentiment scoring, and frequency distributions with visualizations.

Generate barcodes in multiple formats (Code128, EAN13, UPC, Code39, QR). Supports batch generation from CSV and various output formats.

Generate styled word clouds from text with custom shapes, colors, fonts, and stopword filtering. Supports PNG/SVG export and frequency dictionaries.

Detect anomalies and outliers in datasets using statistical and ML methods. Use for data cleaning, fraud detection, or quality control analysis.

Use when asked to inspect video file metadata, get video duration, resolution, codec information, frame rate, or bitrate.

Find and visualize correlations between variables in datasets. Use for data exploration, feature selection, or identifying relationships between columns.

Code quality checks, formatting, and metrics via qlty CLI

Code quality checks, formatting, and metrics via qlty CLI

Use when asked to parse, normalize, standardize, or convert dates from various formats to consistent ISO 8601 or custom formats.

Calculate distances between geographic coordinates, find nearby points, and compute travel distances. Use for logistics, delivery routing, or location analysis.

AI-powered web search, research, and reasoning via Perplexity

Cut, trim, and edit audio segments with fade effects, speed control, concatenation, and basic audio manipulations.

List, download, and delete Zoom recordings via the API (OAuth). Use when you need to manage recordings at scale.