furl-ctx
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- AlicenseNot gradedqualityAmaintenanceMCP server that provides real-time rate-limit and context budget awareness to Claude Code, enabling it to plan tasks that fit within its constraints and defer work when needed.5 npmApache 2.0
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- AlicenseNot gradedqualityBmaintenanceEnables AI coding agents to compress terminal output and file context in real time, preserving full error tracebacks while reducing token consumption by 60-85%.7MIT
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Log Reducerofficial
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TDQS
Scored across 6 tools
Each tool has a distinct primary role—compress, retrieve by hash, stats, purge, search, and list—making the set largely easy to navigate. The main ambiguity is that furl_retrieve also supports a query-based search mode, which overlaps with furl_search, though the descriptions are detailed enough to mitigate confusion.
All tools follow the same furl_ prefix followed by a clear action verb (compress, retrieve, stats, purge, search, list). This creates a predictable and consistent naming pattern across the entire server.
Six tools is well-scoped for a context compression and retrieval server. Each tool covers a necessary function—compressing, retrieving, searching, listing, purging, and statistics—without unnecessary bloat or missing essentials.
The toolkit provides a full lifecycle for compressed content: create (compress), read (retrieve/list/search), delete (purge), and observability (stats). This is a complete and coherent surface for the stated purpose of managing offloaded context.