工具说明为英文。
令牌效率
降低令牌成本并压缩上下文的工具。
用途
活跃度
排序方式
98
工具排名
Ranked by normalized popularity across sources. 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。
- 1休眠
⚡ Cut Claude token usage by 90%+ — free, open-source, local-first context compression for Claude Code. Hybrid RAG (BM25 + ONNX vectors), AST chunking, reranking. No API needed.
github实测增长打开来源 ↗
安装
/plugin marketplace add Madhan230205/token-reducer44GitHub 星标稳定 - 244GitHub 星标+3 (+7.3 %)
- 3休眠
Few-Word
技能Claude Code plugin that offloads large outputs to filesystem and retrieves when required.
github实测增长打开来源 ↗
安装
/plugin marketplace add sheeki03/Few-Word38GitHub 星标稳定 - 4休眠
unclog
MCPAudit MCP servers, skills, and CLAUDE.md bloat eating your Claude Code context window.
github实测增长打开来源 ↗
35GitHub 星标稳定 - 5休眠
Convert long AI conversations into portable conversation state graphs for LLM handoffs.
github实测增长打开来源 ↗
安装
git clone https://github.com/Adityapal67/context-graph-compressor ~/.claude/skills/context-graph-compressor35GitHub 星标稳定 - 6活跃
Eco mode for Claude Code. /eco: -31% to -73% output tokens with critical findings intact; /eco-max: up to -75% with lowered effort. Measured hardest on Claude Fable 5 (fable5), deep-studied on Sonnet 5, works on Opus 4.8 too. We publish our…
github实测增长打开来源 ↗
安装
/plugin marketplace add sup3x/claude-code-eco33GitHub 星标稳定 - 7活跃
Rolling context compression for Claude Code — never hit the context wall. Auto-compresses old messages while keeping recent context verbatim. Zero config, zero latency. Works as a Claude Code plugin.
github实测增长打开来源 ↗
安装
/plugin marketplace add NodeNestor/claude-rolling-context31GitHub 星标+1 (+3.3 %) - 8活跃
Restore prior Claude Code AND Codex sessions with zero LLM calls. Cross-tool session handoff, cache-expiry prevention, real cost dashboard. One plugin, both hosts.
github实测增长打开来源 ↗
安装
/plugin marketplace add ww-w-ai/super-token-saver31GitHub 星标稳定 - 9休眠
Give your Claude Code Agent Teams a memory. Auto-injects role-specific context into every new teammate — your team never starts blind again.
github实测增长打开来源 ↗
安装
/plugin marketplace add Gr122lyBr/claude-teams-brain26GitHub 星标稳定 - 10未知最近提交：暂无数据
AI agent token-cost telemetry + 429 prediction. Per-agent attribution, anomaly + routing + quota.
mcp实测增长打开来源 ↗
安装
claude mcp add openclaw-cost-tracker-mcp -- uvx openclaw-cost-tracker-mcp1297 天下载量稳定 - 11活跃
Tech-lead orchestration for Claude Code — the top-tier model (Fable) keeps architecture & decisions, cheap subagents (Sonnet/Opus) do the routine and the digging. Save tokens without losing quality.
github实测增长打开来源 ↗
安装
/plugin marketplace add AndyShaman/senior-fable23GitHub 星标稳定 - 12活跃
Claude Code plugin: Fable 5 as a token-frugal orchestrator with tiered Opus/Sonnet/Haiku agents
github实测增长打开来源 ↗
安装
/plugin marketplace add realgarit/fable-baton22GitHub 星标稳定 - 13活跃
Freeze Claude Code's prompt prefix so DeepSeek's automatic cache always hits — alignment proxy + coalescing + keepalive, installable as a CC plugin. Measured 64% cheaper on real Claude Code traffic.
github实测增长打开来源 ↗
安装
/plugin marketplace add jianzhichun/permafrost21GitHub 星标稳定 - 14活跃
catalyst
技能Token-efficient Claude Code workspace with parallel agents and persistent memory. Research → Plan → Implement → Validate workflow.
github实测增长打开来源 ↗
安装
/plugin marketplace add coalesce-labs/catalyst20GitHub 星标稳定 - 15活跃
laconic
技能Token-compression skill. An adaptation of caveman — short common words, trust context, say just enough, be laconic.
github实测增长打开来源 ↗
安装
/plugin marketplace add GabrielBarberini/laconic19GitHub 星标稳定 - 16活跃
A MCP that turns PDFs into structured text, tables, figures, metadata, annotations, and page-level evidence for selective retrieval by MCP-compatible AI agents. Improves the information quality AI agents receive while also reducing token…
github实测增长打开来源 ↗
17GitHub 星标稳定 - 17活跃
Claude Code skill — delegate coding tasks to Opencode, supervise via git diff & save 50-90% Claude token usage
github实测增长打开来源 ↗
安装
git clone https://github.com/pcx-wave/opencode-skill ~/.claude/skills/opencode-skill17GitHub 星标+1 (+6.2 %) - 18活跃
voly
智能体Control plane for AI coding agents: route tasks, reduce token spend, run multi-agent workflows, fallback executors, and track cost per task.
github实测增长打开来源 ↗
16GitHub 星标稳定 - 19休眠
DAG-based Lossless Context Management for Claude Code. Every message preserved, summaries cascade as a DAG, patterns extracted via Lossless Dream — full recall and reflection across sessions.
github实测增长打开来源 ↗
15GitHub 星标稳定 - 20活跃
Staged context pruning for OpenCode, Oh My Pi, pi, and Claude Code.
github实测增长打开来源 ↗
安装
/plugin marketplace add AshishKumar4/better-compact12GitHub 星标+1 (+9.1 %) - 21活跃
Claude Code skill — delegate coding tasks to Gemini CLI and supervise via git diff
github估算动量打开来源 ↗
安装
git clone https://github.com/pcx-wave/gemini-skill ~/.claude/skills/gemini-skill12GitHub 星标— - 22休眠
concise
技能Say more with less. Claude Code skill/plugin that cuts ~60-70% of output tokens while keeping natural, readable English.
github实测增长打开来源 ↗
安装
/plugin marketplace add o4f6bgpac3/concise10GitHub 星标+2 (+25.0 %) - 23休眠
Optimize Claude Code token usage — 22 skills, 8 hooks, 6 rules. One npm install. Zero manual steps. Cut costs by 67%.
github实测增长打开来源 ↗
9GitHub 星标稳定 - 24活跃
对标 claude-hud 核心功能，控制在 7 行以内更轻量。内置 13 个国产大模型平台用量查询 (智谱 GLM / MiniMax / DeepSeek / Kimi / StepFun / SiliconFlow 等)，第三方代理用户也能实时看到额度消耗。
github实测增长打开来源 ↗
安装
/plugin marketplace add zander-zyx/claude-mini-hud9GitHub 星标稳定 - 25活跃
mcp-recall compresses MCP tool outputs (94 KB → 3.5 KB · 96%) and stores full results in SQLite for retrieval — up to 30x more tool calls per session for heavy MCP workloads.
github实测增长打开来源 ↗
安装
/plugin marketplace add sakebomb/mcp-recall8GitHub 星标稳定