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MCP's Big Rewrite Ships Today. The Hard Part Was Never the Protocol.
The 2026-07-28 MCP spec makes tool catalogs cheap to scale — and tool selection your new bottleneck. Why agent reliability is now a training-data problem, and what to do about it during migration.
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Model Context Protocol Through The Agent Stack Lens: What Broke, What's Fixed July 28, and What to Check Before Your Next mcp.json
If you've added an MCP server to a claude_desktop_config.json or an mcp.json file this year by...
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MCP in Production: Tool Design, Catalogs, and the Gateway Problem
MCP makes it easy to expose tools. That creates new failure modes. Here's how to design tools, manage catalogs, and segment gateways for enterprise scale.
