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Related Servers

Alternatives to furl-ctx

  • A
    license
    Not graded
    quality
    A
    maintenance
    MCP 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 npm
    Apache 2.0

Related Servers

  • A
    license
    A
    quality
    A
    maintenance
    Reversibly compress a large tool output to a recoverable 8-hex handle over stdio, expand it back to the exact original bytes on demand, and report a local token/dollar savings ledger. Zero runtime dependencies; content never leaves the machine.
    3
    357 PyPI
    16
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    A terminal live-tail and a browser dashboard — one process, one event stream, served from localhost. Unified timeline across Claude Code, Codex, Gemini CLI, Cursor, Hermes, and OpenClaw. Token + cost accounting, compaction + anomaly detection, hybrid search, SVG call graphs, monaco-style diff attribution, agent-aware replay ("what would the agent say if I edited the prompt?"), policy editor, MCP s
    11 npm
    15
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  • A
    license
    A
    quality
    C
    maintenance
    Compacts noisy test, build, and cloud-log output before an AI agent reads it — dedupes repeats, collapses stack frames, folds Playwright retries, and renders CloudWatch/GCP JSON logs down to the signal. Typically 80–95% fewer tokens on failures. Tool: compact_output. Run: npx -y logslim logslim-mcp
    1
    6 npm
    5
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Guck is a tiny, MCP-first telemetry store for agentic debugging. It provides token-efficient log analytics by capturing JSONL telemetry events and exposing a minimal MCP toolset for fast, filtered queries.
    2
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Reduces log files to remove noise and duplicate information, cutting tokens by 70-90% for AI agents, preserving only errors, warnings, and unique events.
    32 npm
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TDQS

A4.5/5.0

Scored across 6 tools

Disambiguation4/5

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.

Naming Consistency5/5

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.

Tool Count5/5

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.

Completeness5/5

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.

Maintenance

ActivityActive
ResponsivenessNo issues