"author:Ramikhatib615" matching MCP servers:

Enables MCP-capable assistants to query a read-only, bilingual (Arabic/English) evidence layer of nine tools covering 2018–2025 satellite-derived land-cover change in Beirut and Mount Lebanon, with answers grounded in a stratified 200-block reference sample and a completed blind human audit. Supports place summaries, per-block evidence, uncertainty and audit-status reporting, area estimates, spatial and attribute queries, and comparison of results across places and methods.