tool use context management

MCP solves the specific problem of making tool capabilities explicit and queryable in context

MCP connectors (GitHub, Filesystem, Slack) are tools that extend Claude's action capability. Article shows how tool context integrations enable concrete action-taking beyond conversation.

Tool integration is mentioned, and tool calling requires careful context structuring about what context each tool receives and returns

The in-app browser is a tool that AI systems use, and these improvements show how context flows through tool interactions (what the tool shows back to the AI)

Agent frameworks explicitly manage context across tool calls; LangGraph tutorial will necessarily teach how context flows when agents call tools

Each agent uses tools (Yahoo Finance API); how context about tool capabilities and outputs is managed between agents is the implicit context engineering problem

Agent planning and tool selection requires maintaining context about available tools and prior execution results

Claude Code's inability to maintain coherent understanding of which tools it has access to across turns is a direct tool-use context problem.

The article mentions agents 'interact with tools and environments' - successful tool interaction requires agents to maintain relevant context about tool outputs and prior steps.

Claude Code features (permissions, plugins) implicitly address context boundaries and information access control—managing what context is available to the agent