[KongchangAI]
Concepttool search

Tool Search

A context optimization mechanism in which an AI coding assistant loads only tool names at startup and retrieves and loads the detailed tool specifications on demand, reducing the token overhead of tool definitions.

Timeline (last 90 days)

Oct 14

When Claude Code starts, it only loads the names of MCP tools, and only searches for and loads the full documentation of the corresponding tool when a task needs it; this mechanism is called 'tool search'.

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Oct 14

According to Anthropic's estimates, a typical five-server MCP configuration spends about 55,000 tokens on tool documentation, and tool search can cut this overhead by more than 85%.

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Oct 14

In Claude Code, once a tool's documentation has been loaded into the current session, it remains until the session ends, causing context consumption to accumulate gradually over long sessions (session stickiness).

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Oct 14

The savings from tool search are most pronounced in short sessions, while in long sessions with many tools they are gradually eroded by session stickiness.

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