Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Extract numeric values from config files, data files and plain text.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"numbers-le": {
"command": "npx",
"args": [
"-y",
"numbers-le-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add numbers-le -- npx -y numbers-le-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"numbers-le": {
"command": "npx",
"args": [
"-y",
"numbers-le-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"numbers-le": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"numbers-le-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 nolindnaidoo 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(2.8.0)은 11일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Foliosio
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Read your support inbox, tag conversations and save draft replies from your AI agent. Never sends.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Numbers-LE: Zero Hassle Number Extraction
Pull every number out of the current file in one keystroke
JSON/JSONC, YAML, CSV/TSV, TOML, INI, Environment files, and twelve source languages
Useful? A star or rating is how other developers find it —
★ GitHub ·
Open a file, run Numbers-LE: Extract Numbers, and every numeric value in the document lands in a new editor — deduplicate and sort it from there. Works in VS Code and in VS Code–based editors like Cursor and VSCodium (installable from Open VSX).
| Where | What you get | Install |
|---|---|---|
| VS Code | The same extraction, in your editor, on a keystroke | Marketplace |
| Cursor, VSCodium, Windsurf | The same extension | Open VSX |
| A terminal or a CI step | The same run over a whole tree, with exit codes | npx numbers-le · npm or cargo install numbers-le · crates.io |
| Any MCP agent, via Node | extract_numbers over stdio | npx numbers-le-mcp · npm |
The same engine runs as an MCP server, so an agent can call it directly instead of you running a command.
| Editor | How |
|---|---|
| VS Code 1.101+ | Nothing to install — the extension registers extract_numbers with agent mode |
| Claude Code | claude mcp add numbers-le -- npx -y numbers-le-mcp |
| Cursor, Windsurf, anything else | point it at npx numbers-le-mcp |
extract_numbers(content, format?, filename?, dedupe?, maxResults?)
Returns the values in document order, each with the notation it was written in and — for JSON, source code and plain text, where the position is exact — its 1-based line and column; a parsed format (YAML, TOML, CSV, INI, dotenv) carries no position rather than a guessed one. Capped at 500 by default with meta.truncated. A format is optional — anything unrecognised is scanned as plain text rather than refused.
The server takes content and returns data — it reads no files and makes no network requests of its own. Published as numbers-le-mcp on npm and as io.github.nolindnaidoo/numbers-le in the MCP registry.
Configuring it by hand — any host with an MCP config file
Most hosts read a JSON config. Add one entry:
{
"mcpServers": { "numbers-le": { "command": "npx", "args": ["-y", "numbers-le-mcp"] } } }
-y skips the install prompt on first run. Pin a version if you would rather not track releases — numbers-le-mcp@2.5.0.
Prefer not to go through npx on every launch? Install it once and point at the binary instead:
npm install -g numbers-le-mcp
{
"mcpServers": { "numbers-le": { "command": "numbers-le-mcp" } } }
It speaks MCP over stdio and needs no environment variables, no API key and no configuration of its own. To check it before wiring it into anything:
echo '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' | npx -y numbers-le-mcp
That prints the tool list and exits — if you see extract_numbers, the server works.
| Format | What counts as a number |
|---|---|
| JSON | Number values anywhere in the structure. Quoted numbers ("42") are strings, not numbers, and are never extracted |
| YAML | Number values, including hex/octal int forms and exponents; multi-document (---) streams extract from every document |
| TOML | Integer and float values (dates are not numbers) |
| CSV | Cells whose entire content is numeric — 19.99 counts, 12abc and 1,000 do not. No header inference: every row is data |
| INI | Values whose entire content is numeric (INI values are inherently strings) |
| Environment | Values whose entire content is numeric (PORT=3000 yields 3000; VERSION=1.2.3 yields nothing) |
The shared policy (one heuristics module, applied to every format): only finite numbers are extracted — NaN and inf/.inf never appear in results — and a coerced string must be numeric in full: plain decimals with optional sign, decimal point, and exponent.
Python, Rust, Go, Java, Kotlin, C#, C, C++, JavaScript, TypeScript, SQL and shell are read by a numeric-literal extractor that understands hex 0xFF, binary 0b1010, octal 0o755 and legacy 0755, digit separators 1_000_000 and 1'000, and suffixes 123n, 1.5f, 10u32, 100L — and that knows u32 is a type name, not the number 32. A dialect changes an answer: 0755 is 493 in C, C++, Go and Java, and 755 in Rust, Python 3, Kotlin and C#.
Every finding carries the notation it was written in — decimal, hex, binary, octal, scientific, bigint. For anything left over you can pick a format explicitly or fall back to a plain-text scan (no grammar: v1.2.3 reads as 1.2 and 0.3).
The same extraction runs from a terminal or a shell pipeline: a Rust CLI in crate/, sharing one corpus with the extension — crate/fixtures/ — so the two can never read a document differently. Install it from npm with npm install -g numbers-le (or run it with npx numbers-le) or from crates.io with cargo install numbers-le. Both install the same command and are held to the same output byte for byte, apart from the words a parser uses to refuse a broken document.
numbers-le . # every number in the tree; JSON on stdout when piped
numbers-le --values config/ # just the numbers, one per line numbers-le mcp # the same extraction over MCP on stdio
numbers-le --values --dedupe src/ | sort -n > after.txt diff before.txt after.txt # what constants moved this release
Install it from npm (numbers-le) or from crates.io (numbers-le). Both install the same numbers-le command.
npm install -g numbers-le # or run it once: npx numbers-le
cargo install numbers-le
Somebody has to verify that the rate in the code is the rate in the specification. A tax percentage, a retention window, a rounding boundary. In a regulated setting that check is a deliverable, and the person doing it usually has no checkout and never has the editor open.
Numbers are printed exactly as JavaScript prints them — 1e+21, not Rust's 1000000000000000000000. This tool's whole output is numbers as text, so the rendering is the contract, and the corpus pins it.
Exit codes follow grep — 0 numbers found, 1 none found, 2 the question was malformed.
| Command | Description |
|---|---|
Numbers-LE: Extract Numbers | Extract all numbers from the active document |
Numbers-LE: Deduplicate Numbers | Remove duplicate numbers from the results |
Numbers-LE: Sort Numbers | Sort results numerically or by magnitude |
Numbers-LE: Open Settings | Open Numbers-LE settings |
Numbers-LE: Help & Troubleshooting | Built-in documentation |
No command is bound to a key by default. Give any of them one under Keyboard Shortcuts in the editor.
| Setting | Default | Description |
|---|---|---|
numbers-le.openResultsSideBySide | true | Open results beside the current editor |
numbers-le.postProcess.openInNewFile | true | Dedupe/Sort write to a new file instead of replacing the editor content |
numbers-le.showPositions | false | Show the line and column of each number |
numbers-le.copyToClipboardEnabled | false | Also copy results to the clipboard (non-CSV) |
numbers-le.clipboardIncludesPositions | false | Include the line and column in that copy |
numbers-le.dedupeEnabled | false | Deduplicate automatically during extraction |
numbers-le.sortEnabled | false | Sort automatically during extraction |
numbers-le.sortMode | off | numeric-asc/desc, magnitude-asc/desc |
numbers-le.showParseErrors | false | Surface parse errors as notifications |
numbers-le.notificationsLevel | silent | all = every notification, important = warnings + errors, silent = errors only |
numbers-le.safety.enabled | true | Guardrails for very large files/outputs |
numbers-le.safety.fileSizeWarnBytes | 1000000 | Warn above this file size |
numbers-le.safety.largeOutputLinesThreshold | 50000 | Offer Open/Copy/Cancel above this result count |
numbers-le.safety.manyDocumentsThreshold | 8 | Confirm before opening this many column documents |
numbers-le.statusBar.enabled | true | Show the status bar item |
numbers-le.telemetryEnabled | false | Local-only event log (see Privacy) |
Twelve languages besides English:
German · Spanish · French · Indonesian · Italian · Japanese · Kore
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요