claude-code-organizer MCP — 使用场景, 安装 & 实时演示

为什么要用

核心特性

Browser dashboard showing every memory, skill, MCP, command, rule across global + project scope
Token budget tracker — see what's actually being preloaded and at what cost
Security scanner: 60 patterns + 9 deobfuscation techniques for tool poisoning
SHA256 baselines — alerts if an MCP's tools change between scans
Duplicate detection and per-project MCP enable/disable

实时演示

实际使用效果

claude-code-organizer.replay ▶ 就绪

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安装

选择你的客户端

~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "claude-code-organizer": {
      "command": "npx",
      "args": [
        "-y",
        "claude-code-organizer"
      ],
      "_inferred": true
    }
  }
}

打开 Claude Desktop → Settings → Developer → Edit Config。保存后重启应用。

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "claude-code-organizer": {
      "command": "npx",
      "args": [
        "-y",
        "claude-code-organizer"
      ],
      "_inferred": true
    }
  }
}

Cursor 使用与 Claude Desktop 相同的 mcpServers 格式。项目级配置优先于全局。

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "claude-code-organizer": {
      "command": "npx",
      "args": [
        "-y",
        "claude-code-organizer"
      ],
      "_inferred": true
    }
  }
}

点击 Cline 侧栏中的 MCP Servers 图标，然后选 "Edit Configuration"。

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "claude-code-organizer": {
      "command": "npx",
      "args": [
        "-y",
        "claude-code-organizer"
      ],
      "_inferred": true
    }
  }
}

格式与 Claude Desktop 相同。重启 Windsurf 生效。

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "claude-code-organizer",
      "command": "npx",
      "args": [
        "-y",
        "claude-code-organizer"
      ]
    }
  ]
}

Continue 使用服务器对象数组，而非映射。

~/.config/zed/settings.json

{
  "context_servers": {
    "claude-code-organizer": {
      "command": {
        "path": "npx",
        "args": [
          "-y",
          "claude-code-organizer"
        ]
      }
    }
  }
}

加入 context_servers。Zed 保存后热重载。

claude mcp add claude-code-organizer -- npx -y claude-code-organizer

一行命令搞定。用 claude mcp list 验证，claude mcp remove 卸载。

使用场景

实战用法： claude-code-organizer

Audit what's preloaded into every Claude Code session

👤 Power users whose context starts half-full before they type ⏱ ~15 min beginner

何时使用： Responses feel slow or context fills fast and you suspect too many memories/skills.

前置条件

Claude Code installed with existing memories/MCPs — Standard CC setup

步骤

Launch the dashboard

Run npx @mcpware/claude-code-organizer and open the dashboard.✓ 已复制

→ Browser opens with all scopes visible
Sort by token cost

In the dashboard, sort memories/skills by token count — what are the top 5 biggest?✓ 已复制

→ Clear top-offender list
Prune ruthlessly

Delete or move to project scope the ones that aren't global concerns.✓ 已复制

→ Token budget drops

结果： Smaller preloaded context, faster sessions, lower per-call cost.

注意事项

Deleting a memory that a teammate relies on — If it's team-wide, move to project scope rather than delete

Scan your MCP servers for tool-poisoning attempts

👤 Anyone installing community MCPs ⏱ ~10 min intermediate

何时使用： Before or after installing an MCP from an unfamiliar publisher.

步骤

Run the scanner

Scan all configured MCP servers for suspicious patterns in tool descriptions.✓ 已复制

→ Report with NEW/CHANGED/CLEAN per server
Investigate flags

For every flagged finding, show the exact tool description and which pattern fired.✓ 已复制

→ Explanations linking pattern → evidence
Disable or remove bad actors

Disable the flagged MCP from project scope and re-scan.✓ 已复制

→ Clean second run

结果： MCPs that try to smuggle instructions via tool descriptions are caught before they compromise a session.

注意事项

False positives on legitimate servers using unusual language — Review the pattern match; false positives don't hurt, but re-enable after verifying
Scanner only catches embedded-prompt-style attacks, not all malicious behavior — Still review source for MCPs that execute code on your box

Deduplicate MCP configs across global and project scopes

👤 Developers with layered .mcp.json + ~/.claude configs ⏱ ~5 min beginner

何时使用： Same MCP registered twice in different scopes causing odd behavior.

步骤

Detect duplicates

Find MCP servers registered in multiple scopes.✓ 已复制

→ List of duplicates with their scopes
Consolidate

Keep the project-scope definition; remove from global.✓ 已复制

→ Single canonical entry

结果： A cleaner, lower-confusion config.

组合

与其他 MCP 搭配，撬动十倍杠杆

claude-code-organizer + jetski

Organizer audits your local config; Jetski audits server-side usage

After organizer trimmed memories, check Jetski's analytics for any drop in tool-call failures.✓ 已复制

claude-code-organizer + marm-systems

Move long-lived memory from CC memories into a proper memory MCP

Find memories in CC that are just factual project notes; propose moving them into MARM-Systems via marm_contextual_log.✓ 已复制

工具

此 MCP 暴露的能力

工具	输入参数	何时调用	成本
list_scopes	(none)	Full audit	free
scan_mcps	(none) or target server	After adding any MCP, or periodically	free (connects to each MCP briefly)
token_report	scope?	Before pruning	free
dedupe	(none)	Config hygiene	free

成本与限制

运行它的成本

API 配额: None
每次调用 Token 数: Reports: 500-3000 tokens
费用: Free
提示: Run the scanner after every new MCP install — it's the cheapest defense.

安全

权限、密钥、影响范围

凭据存储： Reads your CC config files; doesn't transmit

数据出站： Local dashboard only; connects to MCP servers only to read tool definitions

The scanner is pattern-based; it improves odds but does not replace source review of MCPs that run code.
SHA256 baselines only alert on change — initial-install malicious content needs the pattern scan to catch.

故障排查

常见错误与修复

Dashboard port in use

Kill the previous instance or set a different port via env.

验证： lsof -i :<port>

Scanner can't reach a stdio MCP

The scanner spawns the same command your client does; make sure the command works from terminal.

验证： Run the MCP command manually

False positive on an MCP you trust

Review the match, add it to an allowlist in organizer settings if it's clearly benign.

验证： Re-run scan with allowlist

替代方案

claude-code-organizer 对比其他方案

替代方案	何时用它替代	权衡
Jetski	You want server-side analytics and auth, not local config cleanup	Different concern — runtime vs setup
Manual grep through ~/.claude	You enjoy pain	No scanner, no UI

claude-code-organizer

为什么要用

核心特性

实时演示

实际使用效果

安装

选择你的客户端

使用场景

实战用法： claude-code-organizer

Audit what's preloaded into every Claude Code session

前置条件

步骤

注意事项

Scan your MCP servers for tool-poisoning attempts

步骤

注意事项

Deduplicate MCP configs across global and project scopes

步骤

组合

与其他 MCP 搭配，撬动十倍杠杆

工具

此 MCP 暴露的能力

成本与限制

运行它的成本

安全

权限、密钥、影响范围

故障排查

常见错误与修复

替代方案

claude-code-organizer 对比其他方案

更多

资源