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An MCP server enhances AI responses with real-time search results via Higress ai-search, offering internet, academic, and internal knowledge search.
Redash MCP server integrates Redash with AI assistants, listing queries/dashboards, executing queries, and managing data sources.
MCP Text Editor Server: line-oriented text file editing via a standardized API, optimized for LLM tools with efficient partial file access.
Ancestry MCP server, built with Python, enables interaction with .ged (GEDCOM) files for ancestry data management and analysis.
