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mcp
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AI Agent Context Management: Why the Web Layer Is Missing from Your Stack
Every serious agent stack has a memory layer. Almost none of them have solved the web. Here's the gap most AI agent context management tools leave wide open — and how to close it.
ai-workflows·context-management·knowledge-management
6 min read·May 21, 2026What Is an MCP Knowledge Base (And Why Every AI Agent Needs One)
MCP changed what AI agents can do. But most stacks are missing the knowledge layer underneath. Here's what an MCP knowledge base is, why it matters, and what to look for in one.
mcp·knowledge-management·ai-workflows
6 min read·May 21, 2026