EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Sep 1·5 min read
Is MCP Good Yet?
TL;DR
The MCP protocol has undergone significant revisions, introducing a stateless design and new elicitation features, but many capabilities remain incomplete or unsupported. Key tools like Codex and Claude Code are still transitioning to the latest standards, highlighting ongoing development challenges.
✦ Why It Matters
Evaluate your current tools against the latest MCP standards to ensure compatibility and leverage new features.
Key Takeaways
- Upgrade to MCP 2026-07-28 for enhanced stateless interactions.
- Implement elicitation features for better user input handling.
- Monitor tool compatibility with the latest MCP revisions.
- Explore durable task IDs for managing long-running processes.
How It Works
The MCP protocol's stateless design allows each request to independently carry version and capabilities, streamlining communication. Elicitation features enable servers to request user input dynamically, enhancing interactivity.
Durable task IDs facilitate the management of long-running tasks, allowing clients to resume work after disconnections.