Brave Search MCP: The Brave Search MCP server is part of the official Model Context Protocol reference implementations. It gives AI agents real-time web search via the Brave Search API, enabling access to current news, facts, and web content that the model's training data doesn't cover. A foundational MCP integration for any agent requiring up-to-date information retrieval.; mcp-duckdb-memory-server: This project is an enhanced version of the MCP Knowledge Graph Memory Server, replacing its original JSON file backend with DuckDB. This upgrade significantly improves performance, scalability, and query flexibility by leveraging DuckDB's fast query processing and SQL interface.
Giving AI agents access to current events, news, and web data beyond training cutoff
Enhancing AI chatbot memory and conversational context (e.g., with Claude Desktop).