This is a Model Context Protocol (MCP) server that enables AI assistants like Claude, GPT, and other LLMs to: Search the web via Google (general, images, news) Read any webpage including JavaScript-rendered sites Extract YouTube transcripts automatically Parse documents (PDF, DOCX, PPTX)
Signals are stable with no major breakout or decline pattern detected in recent weekly snapshots.
Momentum changed by 0% due to steady ecosystem activity.
Operational posture, confidence, and momentum classification in one decision panel.
Momentum and health are visible, but confidence depth is still incomplete.
The final outlook blends raw trend signals with quality, confidence, and operational risk. These are the strongest drivers right now.
google-researcher-mcp: export and report actions do not influence ranking or scoring.