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
88
工具排名
按实测增长排序，并在不同来源间归一化。 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活跃
Pay-per-call agent APIs over x402: web scraping, token compression, and semantic cache.
mcp实测增长打开来源 ↗
安装
claude mcp add gate402-mcp -- npx gate402-mcp2GitHub 星标稳定 - 2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 %) - 3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 - 4休眠
rosetta
其他Translate any language to English before Claude processes it. ~49% token savings combined with caveman.
github实测增长打开来源 ↗
2GitHub 星标稳定 - 5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 - 6休眠
Analyze your MCP setup: token costs, grades, duplicates, and optimization tips
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-checkup -- npx mcp-checkup1GitHub 星标稳定 - 7活跃
A Claude Code plugin that shows exactly where your AI coding session wasted tokens — and how to fix it. Flags waste, never quality. Runs locally.
github实测增长打开来源 ↗
安装
/plugin marketplace add Jimmynycu/token-efficiency2GitHub 星标稳定 - 8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 - 9活跃
cc-hud
技能Compact Claude Code statusline — zero-dependency, crash-free on Windows
github实测增长打开来源 ↗
安装
/plugin marketplace add WaterTian/cc-hud8GitHub 星标稳定 - 10活跃
Persistent memory + security layer for Claude Code (MCP plugin). Agents remember your project across sessions (~87% fewer context tokens), every tool call lands in a tamper-evident HMAC audit chain, and skills are AST-scanned +…
github实测增长打开来源 ↗
8GitHub 星标稳定 - 11休眠
Save tokens while coding — your AI agent gets structured code context, not file dumps.
mcp实测增长打开来源 ↗
安装
claude mcp add codeweave -- npx @codeweave/mcp4GitHub 星标稳定 - 12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 - 13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/concise11GitHub 星标+2 (+22.2 %) - 14休眠
Agent context gate for Codex, Claude Code, Copilot, MCP, Cursor, Cline, Gemini and Windsurf repos
github实测增长打开来源 ↗
安装
git clone https://github.com/grnbtqdbyx-create/contextforge ~/.claude/skills/contextforge1GitHub 星标稳定 - 15活跃
Reduces AI agent token usage by 90% via context compression and task checkpoint persistence.
mcp实测增长打开来源 ↗
安装
claude mcp add smart-context-mcp -- npx smart-context-mcp4GitHub 星标稳定 - 16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 - 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
Review and compact prompts, docs, and AI-agent skills to save tokens, preserving structure.
mcp实测增长打开来源 ↗
安装
claude mcp add compactprompt -- uvx compactprompt0GitHub 星标稳定 - 19活跃
Compact, source-linked context packs that reduce token waste for coding agents.
mcp实测增长打开来源 ↗
安装
claude mcp add capsule -- npx capsulectx4GitHub 星标稳定 - 20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 星标稳定 - 21活跃
Resume Claude Code work after rate/usage/context limits without replaying the prior transcript. Auto-saves at 90%/95% usage. Plugin-installable, 10 languages.
github实测增长打开来源 ↗
安装
/plugin marketplace add sofumel/claude-handoff-revive6GitHub 星标稳定 - 22活跃
A skill that shrink noisy log/output 60-90% before read — filter, group, dedupe, truncate. Cut token, cut cost, keep signal. By Dhayalan (aka Joy).
github实测增长打开来源 ↗
安装
/plugin marketplace add Da-ya7/PromptCompressor-skill1GitHub 星标稳定 - 23活跃
20 power-user skills for Claude Code: session memory and consolidation, context compression, multi-agent orchestration, adversarial bug hunting, security review, calibrated estimation and decision archaeology. Drop-in SKILL.md files. Built…
github实测增长打开来源 ↗
安装
git clone https://github.com/irfad7/claude-power-skills ~/.claude/skills/claude-power-skills4GitHub 星标稳定 - 24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 - 25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