SKILLS & AGENTS/Skill 与 Agent·MCP-SERVER

token-optimizer-mcp

ooples/token-optimizer-mcp

Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.

打开仓库Open repository

怎么装：Install: /plugin marketplace add ooples/token-optimizer-mcp

02 / 现在的位置02 / Why now

它现在处在什么位置Where it stands right now

首次发现FIRST SEEN

03 OCT 202603 OCT 2026

增长GROWTH

+0.6%+0.6%

538 → 541 stars · 7 个快照538 → 541 stars · 7 snapshots

状态STATUS

持续活跃Active

03 / 它能帮你做什么03 / What it helps you do

它能帮你做成什么What it helps you do

04 / 安装04 / Install

怎么装How to install

CLAUDE-PLUGIN

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README 里给出的安装方式。The installation method given in the README.

CLAUDE-PLUGIN

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README 里给出的安装方式。The installation method given in the README.

两种装法选一个即可 —— 上面那条给命令行用户，下面那条给写代码的用户。Pick one of the two — the first is for command-line users, the second for people writing code.

05 / 限制与风险05 / Limits and risk

限制与风险Limits and risk

风险不是警告，是可信度的一部分。以下结论只基于文档静态扫描，我们不会执行项目里的任何代码。Risk here is evidence, not an alarm. These findings come from static scanning of the docs; we never execute a project’s code.

限制LIMITS

需检查Needs review

01需要 API KeyREQUIRES API KEY: 是Yes
02需要本地环境NEEDS LOCAL RUNTIME: 未在文档中发现Not found in the docs
03需要 DockerNEEDS DOCKER: 未在文档中发现Not found in the docs
04难度DIFFICULTY: 需要 API KeyNeeds an API key

PROVENANCE · 这些结论的依据是什么Where these conclusions come from

来源 URLSource URL: https://github.com/ooples/token-optimizer-mcp
原始数据哈希Raw data hash: 39382f76889511be891fc0bc4b8a00be
解析时间Parsed at: 2026-10-09T23:30:33.739Z
最后一次验证Last verified: 2026-10-09T22:11:00.411Z
增长测量时间Growth measured: —
发现查询Discovery queries: focus:token:repo:topic-token-optimization
分类来源Category source: rules
焦点Focus: token (10)

完整解析证据 JSONFull parse evidence JSON

{
  "agents": [
    {
      "agent": "claude-code",
      "evidence": "tree: .claude-plugin/"
    },
    {
      "agent": "claude-desktop",
      "evidence": "readme: …tion files are available for [Claude Desktop](./examples/claude_desktop_co…"
    },
    {
      "agent": "codex",
      "evidence": "readme: …parison (2026-09-15).** Local Codex CLI 0.154.0, `gpt-6-astra`, and i…"
    },
    {
      "agent": "windsurf",
      "evidence": "readme: …routed at all: Cursor, Cline, Windsurf, Kilo, Roo and Zed run the as…"
    },
    {
      "agent": "cline",
      "evidence": "readme: …not be routed at all: Cursor, Cline, Windsurf, Kilo, Roo and Zed…"
    },
    {
      "agent": "gemini-cli",
      "evidence": "readme: …e, Codex, GitHub Copilot CLI, Gemini CLI, Qwen Code, and Cursor. Nat…"
    },
    {
      "agent": "opencode",
      "evidence": "readme: …`claude`, `codex`, `gemini`, `opencode`, `qwen`, `crush`, `droid`, `…"
    },
    {
      "agent": "copilot",
      "evidence": "readme: …uation:** Claude Code, Codex, GitHub Copilot CLI, Gemini CLI, Qwen Code,…"
    }
  ],
  "apiKey": "environment: ```bash export ORCAROUTER_API_KEY=sk-orca-… # the API-key choice",
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 7,
      "dev-tools": 2,
      "indie-web": 0,
      "skill-agent": 6,
      "productivity": 3
    },
    "primary": "skill-agent",
    "secondary": "mcp-server"
  },
  "localRuntime": null,
  "skillMdTotal": 2,
  "skillMdErrors": [],
  "treeTruncated": false,
  "categoryScores": {
    "data": 2,
    "agent": 0,
    "media": 0,
    "design": 0,
    "browser": 0,
    "devtool": 2,
    "security": 0,
    "marketing": 0,
    "productivity": 0
  },
  "classification": [
    {
      "signal": "2 SKILL.md with name + description",
      "weight": 0.95
    },
    {
      "signal": "server.json (MCP registry manifest)",
      "weight": 0.85
    },
    {
      "signal": "package.json depends on @modelcontextprotocol/sdk + MCP framing",
      "weight": 0.8
    },
    {
      "signal": "Claude Code plugin manifest",
      "weight": 0.7
    },
    {
      "signal": "README ships an mcpServers config for this server",
      "weight": 0.7
    },
    {
      "signal": "MCP topic + README",
      "weight": 0.6
    },
    {
      "signal": "description mentions AI",
      "weight": 0.2
    }
  ],
  "scannedSources": [
    "readme",
    "integrations/codex/plugin/skills/token-optimization/SKILL.md",
    "plugin/skills/token-optimization/SKILL.md"
  ],
  "skillMdFetched": 2
}