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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. MCP Is Not One-Directional — Here Are 5 Ways Your Server Talks Back

    This article highlights a common misconception in AI agent development: the assumption that communication between a client and a server is strictly one-directional. In reality, servers can initiate communication, such as streaming progress updates, sending log messages, or requesting user input mid-execution. The author uses a running example of an `hr_server` to demonstrate these bidirectional capabilities, emphasizing that understanding this dynamic is crucial for designing effective and transparent AI agent UIs. AI

    MCP Is Not One-Directional — Here Are 5 Ways Your Server Talks Back

    IMPACT Understanding bidirectional server communication can lead to more transparent and user-friendly AI agent interfaces.