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

101

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. 1

    技能
    休眠

    Give Claude Code photographic memory in ONE portable file. No database, no SQLite, no ChromaDB - just a single .mv2 file you can git commit, scp, or share. Native Rust core with sub-ms operations.

    TypeScript许可证: MIT
    • ai-tools
    • anthropic
    • claude
    • claude-agents
    • claude-ai

    github实测增长打开来源 ↗

    安装 git clone https://github.com/memvid/claude-brain ~/.claude/skills/claude-brain

    574GitHub 星标-1 (-0.17 %)
  2. 2

    技能
    活跃

    Claude Code skill — delegate coding tasks to Mistral Vibe, supervise via git diff & save 50-90% Claude token usage

    Shell
    • claude
    • claude-ai
    • claude-ai-skills
    • claude-code
    • claude-skill

    github实测增长打开来源 ↗

    安装 git clone https://github.com/pcx-wave/vibe-skill ~/.claude/skills/vibe-skill

    117GitHub 星标稳定
  3. 3

    技能
    休眠

    Pith is the hook that makes Claude Code sessions last 3x longer.

    Python许可证: MIT
    • anthropic
    • claude-code
    • claude-code-plugin
    • llm-tools
    • token-optimization

    github实测增长打开来源 ↗

    安装 /plugin marketplace add abhisekjha/pith

    98GitHub 星标稳定
  4. 4

    技能
    休眠

    A Claude Code skill for web report decks — richer ECharts charts, one file per slide (edit one page, save tokens), and complex structure diagrams. 16:9 & vertical, PDF/image export.网页版 PPT 汇报的 Claude Code skill：ECharts 把数据画得更好看、每页一个文件改一页省…

    HTML许可证: MIT
    • ai
    • anthropic
    • claude
    • claude-code
    • claude-skills

    github实测增长打开来源 ↗

    安装 git clone https://github.com/myunwang/ppt-report-skills ~/.claude/skills/ppt-report-skills

    81GitHub 星标稳定
  5. 5

    技能
    活跃

    SpiderBrain v3 is a multi-platform skill/framework to reduce token usage and AI hallucinations across Claude, Cursor, and other AI tools.

    • agent-skills
    • ai
    • ai-agents
    • anthropic
    • claude

    github实测增长打开来源 ↗

    安装 git clone https://github.com/abhishek-performdigital/Spiderbrain-V3 ~/.claude/skills/Spiderbrain-V3

    65GitHub 星标稳定
  6. 6

    MCP
    活跃

    Context compression plugin for Claude Code. Automatically trims large tool output—JSON, YAML, stack traces, and logs—before it enters the context window.

    TypeScript许可证: MIT
    • claude-code
    • claude-code-plugin
    • context-compression
    • context-window
    • developer-tooling

    github实测增长打开来源 ↗

    64GitHub 星标稳定
  7. 7

    库
    活跃

    A high-performance, ergonomic web framework for Rust with native AI/LLM support.

    Rust许可证: Apache-2.0
    • ai-native
    • api-framework
    • async
    • backend
    • developer-tools

    github实测增长打开来源 ↗

    61GitHub 星标稳定
  8. 8

    技能
    活跃

    Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web-search tools. Measured: matches hosted accuracy at 66% lower cost and up to 88% fewer tokens, plus a precision-tuned semantic caching with…

    Python许可证: MIT
    • agent-memory
    • agent-skills
    • agentic-workflow
    • agents
    • anthropic

    github实测增长打开来源 ↗

    安装 git clone https://github.com/firish/webfetch ~/.claude/skills/webfetch

    55GitHub 星标稳定
  9. 9

    技能
    活跃

    Claude Code skills for developers who code like cats — never more effort than the problem requires.

    JavaScript许可证: MIT
    • ai-productivity
    • anthropic
    • cat
    • claude
    • claude-code

    github实测增长打开来源 ↗

    安装 git clone https://github.com/albertobarnabo/lazy-cat ~/.claude/skills/lazy-cat

    50GitHub 星标稳定
  10. 10

    技能
    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.

    Python许可证: MIT
    • ai-tools
    • bm25
    • claude-code
    • claude-code-plugin
    • context-compression

    github实测增长打开来源 ↗

    安装 /plugin marketplace add Madhan230205/token-reducer

    44GitHub 星标稳定
  11. 11

    技能
    休眠

    Claude Code plugin that offloads large outputs to filesystem and retrieves when required.

    Python
    • ai-agents
    • claude-code
    • claude-code-hooks
    • claude-code-plugin
    • claude-code-plugins

    github实测增长打开来源 ↗

    安装 /plugin marketplace add sheeki03/Few-Word

    38GitHub 星标稳定
  12. 12

    MCP
    休眠

    Audit MCP servers, skills, and CLAUDE.md bloat eating your Claude Code context window.

    Python许可证: MIT
    • claude
    • claude-code
    • claude-code-plugin
    • cli
    • context-window

    github实测增长打开来源 ↗

    35GitHub 星标稳定
  13. 13

    技能
    休眠

    Convert long AI conversations into portable conversation state graphs for LLM handoffs.

    许可证: MIT
    • age
    • agent
    • ai
    • chatgpt
    • claude-ai

    github实测增长打开来源 ↗

    安装 git clone https://github.com/Adityapal67/context-graph-compressor ~/.claude/skills/context-graph-compressor

    35GitHub 星标稳定
  14. 14

    技能
    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…

    JavaScript许可证: MIT
    • ai-agents
    • anthropic
    • claude
    • claude-ai
    • claude-code

    github实测增长打开来源 ↗

    安装 /plugin marketplace add sup3x/claude-code-eco

    33GitHub 星标稳定
  15. 15

    技能
    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.

    JavaScript许可证: Apache-2.0
    • anthropic-api
    • api-cost
    • billing-analytics
    • cache-management
    • claude-code

    github实测增长打开来源 ↗

    安装 /plugin marketplace add ww-w-ai/super-token-saver

    31GitHub 星标稳定
  16. 16

    技能
    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.

    Python
    • agent-teams
    • ai-agents
    • anthropic
    • claude
    • claude-ai

    github实测增长打开来源 ↗

    安装 /plugin marketplace add Gr122lyBr/claude-teams-brain

    26GitHub 星标稳定
  17. 17

    MCP
    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-mcp

    1297 天下载量稳定
  18. 18

    技能
    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.

    许可证: MIT
    • agent-skills
    • ai-agents
    • anthropic
    • claude
    • claude-code

    github实测增长打开来源 ↗

    安装 /plugin marketplace add AndyShaman/senior-fable

    23GitHub 星标稳定
  19. 19

    技能
    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.

    Python许可证: MIT
    • cache-optimization
    • claude-code
    • claude-code-plugin
    • cost-optimization
    • deepseek

    github实测增长打开来源 ↗

    安装 /plugin marketplace add jianzhichun/permafrost

    21GitHub 星标稳定
  20. 20

    技能
    活跃

    Token-efficient Claude Code workspace with parallel agents and persistent memory. Research → Plan → Implement → Validate workflow.

    JavaScript
    • agent-memory
    • agentic-coding
    • ai-agents
    • ai-coding
    • claude-code-commands

    github实测增长打开来源 ↗

    安装 /plugin marketplace add coalesce-labs/catalyst

    20GitHub 星标稳定
  21. 21

    技能
    活跃

    Token-compression skill. An adaptation of caveman — short common words, trust context, say just enough, be laconic.

    Python许可证: MIT
    • ai-assistant
    • anthropic
    • brevity
    • claude
    • claude-code

    github实测增长打开来源 ↗

    安装 /plugin marketplace add GabrielBarberini/laconic

    19GitHub 星标稳定
  22. 22

    MCP
    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…

    JavaScript许可证: AGPL-3.0
    • ai
    • ai-tools
    • claude
    • claude-code
    • claude-code-plugin

    github实测增长打开来源 ↗

    17GitHub 星标稳定
  23. 23

    智能体
    活跃

    Control plane for AI coding agents: route tasks, reduce token spend, run multi-agent workflows, fallback executors, and track cost per task.

    Python许可证: Apache-2.0
    • a2a
    • ag-ui
    • agentic-ai
    • ai-agents
    • ai-coding

    github实测增长打开来源 ↗

    16GitHub 星标稳定
  24. 24

    MCP
    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.

    Python许可证: MIT
    • claude
    • claude-code
    • claude-code-plugin
    • coding-agent
    • context-management

    github实测增长打开来源 ↗

    15GitHub 星标稳定
  25. 25

    技能
    活跃

    Claude Code skill — delegate coding tasks to Gemini CLI and supervise via git diff

    Python
    • claude
    • claude-code
    • claude-skill
    • claude-skill-recommended
    • claude-skills

    github实测增长打开来源 ↗

    安装 git clone https://github.com/pcx-wave/gemini-skill ~/.claude/skills/gemini-skill

    12GitHub 星标稳定