9. Research & Analysis

Searches enterprise context data (Slack, docs, meetings, PRs) from the HERB benchmark to answer questions about products, employees, and organizational activities.

Enforces evidence-based validation through testing and data before marking work complete, eliminating unverified assumptions.

Enables efficient web search and content extraction using Brave Search API for research and fact-finding tasks.

Aggregates and analyzes real-time news from 8 major sources, providing daily tech, finance, and market insights through deep interpretation.

Extracts and analyzes competitor ads from Facebook and LinkedIn to identify effective messaging and creative strategies for optimizing marketing campaigns.

Compares organizational performance, processes, and practices against industry benchmarks and best-in-class standards through competitive analysis.

Identifies high-quality leads through business analysis, target company research, and strategic contact planning for sales and marketing teams.

Analyzes meeting transcripts and audio to identify communication patterns, providing actionable feedback for improving leadership and interpersonal skills.

Delivers concise daily summaries of AI news from multiple sources with direct article links, triggered by user queries about AI updates.

Analyzes YouTube video performance metrics to identify effective thumbnails, titles, and hooks through data-driven insights.

Conducts in-depth research and analysis of Web3, cryptocurrency, and blockchain technologies and market trends.

Conducts in-depth information gathering and analysis for comprehensive topic exploration and understanding.

Manages research graph state and executes strategic operations (Generate, Aggregate, Refine, Score) to optimize research path quality for complex, multi-faceted topics.

Refines unstructured research queries into AI-optimized structured prompts for precise academic and technical analysis.

Executes a 7-stage deep research process using parallel agents to generate comprehensive, citation-rich reports from structured research prompts.

Synthesizes findings from multiple research agents into a coherent, structured report by resolving contradictions and extracting consensus.

Validates citation accuracy, source quality, and format compliance in research reports to ensure factual statements are supported by reliable references.

Fetches YouTube video transcripts from user-provided URLs for research and analysis.

Analyzes task essence to select optimal skills, providing scale estimates and metadata for efficient task initiation and skill allocation.

Assists scientists in selecting research problems, ideating projects, troubleshooting, and making strategic decisions for their scientific work.

Synthesizes user research data from interviews, personas, and journey maps to inform product design and requirements analysis.

Searches and retrieves documentation, source code, and usage examples for Hex packages to aid in package research and integration analysis.

Enables efficient web search and content extraction via Kagi Search API for documentation, facts, and research without browser dependencies.

Offers expert guidelines for optimal usage of Coot MCP in structural biology research workflows to improve model accuracy and efficiency.