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Keep large tool output out of LLM context

3x accuracy 95% fewer tokens. Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-complete JSON for MCP and CLI agents. LLM agents often place raw JSON tool outputs directly in the prompt.

CLIOpen source

32 stars · GitHubexternal site

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