Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Find out which MCP servers you actually use: local, read-only audit of Claude Code transcripts.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"usage": {
"command": "npx",
"args": [
"-y",
"@rixtay/mcp-usage",
"serve"
]
}
}
}在终端中运行这条命令
claude mcp add usage -- npx -y @rixtay/mcp-usage serve粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"usage": {
"command": "npx",
"args": [
"-y",
"@rixtay/mcp-usage",
"serve"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"usage": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@rixtay/mcp-usage",
"serve"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 Rixtayz 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.1.1)于37天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Tools MCP
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Web production tools for AI agents: contrast, JP text, WebP, JSON-LD, slugs, dates and 40+ more
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
A small, focused MCP server and CLI that reads your local Claude Code transcripts and tells you, for every MCP server you have connected, whether it is actually used, sits idle in every session, fails to connect, or has been waiting for authorization for weeks — and what to disconnect.
Built for one job: answer *"which of my MCP servers should I keep?"* — locally, read-only, without ever exposing a word of your conversations.
Four tools, all read-only:
| Tool | What it does |
|---|---|
usage_summary | One row per server: status, tools exposed, sessions, calls, error rate, estimated result tokens, last use |
unused_servers | Servers that were connected but never called, failed to connect, or are waiting for authorization |
server_details | One server in full, with per-tool calls, errors and result size (accepts the id or the label, case-insensitive) |
recommendations | A prioritized action list: disconnect, fix or remove, authorize or remove, investigate errors, heavy results |
Design choices:
SECRET_* markers everywhere private content lives in a real transcript, and the tests assert none of them reach the library, the CLI or the MCP output.JSON.parse: ~360 MB of history (including a 90 MB session) scans in about 3 seconds.readOnlyHint, idempotentHint) so hosts can auto-approve them.No install needed, npx fetches the package from npm (@rixtay/mcp-usage, the installed command is mcp-usage):
npx -y @rixtay/mcp-usage
Or from a clone:
git clone https://github.com/Rixtayz/mcp-usage.git
cd mcp-usage npm install && npm run build node dist/bin/cli.js
| Option | Purpose |
|---|---|
--since | Look back this many days (default 30) |
--project | Only scan projects whose path contains this text |
--min-sessions | Sessions before an unused server is flagged (default 5) |
--dir | Claude config directory (default: $CLAUDE_CONFIG_DIR or ~/.claude) |
--json | Print the full report as JSON, including per-tool stats |
Text output truncates long lists; --json always contains everything.
claude mcp add --scope user --transport stdio mcp-usage -- npx -y @rixtay/mcp-usage serve
mcp-usage is listed in the official MCP Registry as io.github.Rixtayz/mcp-usage, so clients that browse the registry can install it by name. Otherwise, configure it by hand:
Edit ~/Library/Application Support/Claude/claude_desktop_config.json on macOS (or %APPDATA%\Claude\claude_desktop_config.json on Windows), reachable through Settings → Developer → Edit Config.
{
"mcpServers": { "mcp-usage": { "command": "npx", "args": ["-y", "@rixtay/mcp-usage", "serve"] } } }
If the host cannot find npx (it may not inherit your shell PATH), use absolute paths instead: "command": "/absolute/path/to/node", "args": ["/absolute/path/to/mcp-usage/dist/bin/cli.js", "serve"].
The server reads Claude Code's transcripts wherever it runs, so it only makes sense in local sessions, on the machine where you use Claude Code.
Typical flow: recommendations → the assistant proposes a cleanup list, you confirm → server_details on anything surprising → you disconnect the servers yourself. The tools never touch your MCP configuration.
Each server gets one status:
| Status | Meaning |
|---|---|
used | Called at least once in the window |
unused | Its tools were available, but nothing ever called them |
failed | Never exposed a tool; Claude Code reported a connection failure |
needs-auth | Never exposed a tool; waiting for authorization |
Recommendations, in priority order:
| Action | Rule |
|---|---|
disconnect | Unused, and available in ≥ 5 sessions (--min-sessions) |
fix-or-remove | Failed to connect in ≥ 3 sessions |
authorize-or-remove | Waiting for authorization in ≥ 3 sessions |
investigate-errors | ≥ 5 calls and ≥ 30 % of them failed |
heavy-results | Results average ≥ 10,000 estimated tokens per call |
npm test # vitest: name parsing, streaming parser, aggregation, rules, CLI, MCP tools over an in-memory transport
npm run typecheck npm run inspect # MCP Inspector against the built server
Layout:
src/bin/cli.ts entry point: `mcp-usage` prints the report, `mcp-usage serve` serves stdio
src/cli.ts argument parsing and output src/server.ts builds the McpServer and registers the four tools src/analyze.ts options → report; the one function both shells call src/parser.ts streaming JSONL reader → typed events src/aggregate.ts events → per-server stats src/recommend.ts stats → prioritized recommendations src/report.ts text table rendering src/scan.ts transcript discovery (--since, --project) src/adapters/claude-code.ts the only client-specific code, behind a small ClientAdapter interface src/names.ts mcp__ __ parsing and server id mangling
Stack: @modelcontextprotocol/sdk v1, zod v4, nothing else at runtime. Design notes: docs/DESIGN.md.
mcp__ prefix. Server ids can contain underscores, hyphens, dots or be a bare UUID, and tool names can contain __ themselves, so a naive split("__") miscounts.ccd_*) are reported but never flagged for disconnection: you cannot remove them.--since window only sees what is still on disk.Bug reports, fixes and adapters for other MCP clients are welcome: see CONTRIBUTING.md. If Claude Code updates and the report suddenly looks wrong, open a bug with your Claude Code version. Found a way the tool could leak transcript content? Please report it privately, as described in SECURITY.md.
Release history: CHANGELOG.md.
MIT