Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Token-optimized HTTP client for LLMs: fetches any URL as clean markdown. CLI and MCP server.
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.
NAB_SSRF_ALLOW_PRIVATE, NAB_SSRF_ALLOWLIST, NAB_WEBMCP_STRICT, NAB_WEBMCP_OPT_IN, NAB_STATE_DIR, NAB_KEYCHAIN_INTERACTION, NAB_OP_BIN, NAB_MCP_CLI_BIN, NAB_NO_TELEMETRY, NAB_TELEMETRY_ENDPOINT제작자가 레지스트리에 설치 정보를 올리지 않았어요. 아래 제작자의 README를 확인하세요.
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 MikkoParkkola 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(0.12.6)은 14일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Rust도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Asset Notation
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 and maintain an Asset Notation file on disk: net worth, holdings, valuations, CSV import.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Token-optimized web fetcher + multilingual ASR + URL watcher. MCP 2025-11-25 and 2026-07-28 (partial: a call that does not wait). Rust. macOS arm64 first, cross-platform.
nab is a single Rust binary that does three things very well: it fetches any URL as clean markdown (with your real browser cookies and anti-bot evasion), it analyzes any audio or video file with on-device multilingual ASR and speaker diarization, and it watches any URL for changes and pushes notifications when content moves. Everything runs locally. There are no API keys to set up by default. The output is shaped for LLM context windows.
Everything is a single local Rust binary. No cloud backend, no API keys by default, output shaped for LLM context windows.
Tell your AI assistant (recommended):
Read https://github.com/MikkoParkkola/nab and install nab as my web fetching and audio analysis MCP server
Your agent will install the binary, wire itself up, and start fetching. Works in Claude Code, Cursor, Windsurf, and any AI with terminal access.
Or install and try manually:
brew trust --tap MikkoParkkola/tap # Homebrew 6.0+
brew install MikkoParkkola/tap/nab # install nab fetch https://news.ycombinator.com # fetch as markdown nab models fetch fluidaudio # download ASR model nab analyze interview.mp4 --diarize # transcribe + identify speakers nab watch add https://status.openai.com --interval 5m # subscribe to changes
| Command | What it does |
|---|---|
nab fetch | Fetch any URL as clean markdown. HTTP/3, browser cookie injection (Brave / Chrome / Firefox / Safari / Edge / Dia), 1Password auto-login, fingerprint spoofing, fetch-time YARA-X redaction for prompt-injection/exfil signatures, 12 site providers. MCP fetch also supports query-focused extraction, readability, and token budgets. |
nab browser | Explicit opt-in browser rendering for JS-heavy pages through a configured Chrome DevTools Protocol WebSocket endpoint. No Chromium is bundled and default nab fetch never auto-launches a browser or remote provider. |
nab analyze | Transcribe and diarize. FluidAudio (Parakeet TDT v3) on Apple Neural Engine, 131x realtime on a 2-hour clip, word-level timestamps, 25 EU languages, optional Qwen3-ASR for zh/ja/ko/vi, optional active reading via MCP sampling. |
nab watch add | Monitor a URL and push notifications via subscribable MCP resources. RSS for the entire web. Conditional GETs, semantic diff, adaptive backoff. |
nab models fetch | Persistent install of inference model binaries. Supports fluidaudio (default on macOS Apple Silicon), sherpa-onnx (cross-platform Parakeet TDT, ~30× realtime CPU), and whisper (universal fallback, whisper-large-v3-turbo, 99 langs). |
nab-mcp | MCP 2025-11-25 and 2026-07-28 server. stdio + Streamable HTTP. 12 tools, 4 prompts, 2+N resources, structured logging, sampling, roots, elicitation. |
nab::content::ocr | Apple Vision OCR engine. 15 languages. Apple Neural Engine accelerated. ~10-50 ms per image. macOS only. |
Web pages increasingly carry instructions written for the AI, not for you — concealed in HTML comments, display:none / aria-hidden text, data-ai / data-mcp / data-agent attribute payloads, or WebMCP manifests. Fetch such a page with a naive tool and those hidden instructions land straight in your model's context, where they can be acted on. This is the prompt-injection-as-phishing class of attack.
nab treats every fetched page as hostile input and runs two local, non-networked guards before any content reaches your agent — on by default, no flag, no setup:
display:none / aria-hidden text, agent-only data-* payloads, WebMCP advertisements) and reports each detection at Info / Warn / Block severity, so you see what a page *tried* to tell your agent instead of it being silently executed.NAB_YARA_ACTION=refuse to block the fetch outright (or NAB_YARA_BYPASS=1 as an audited emergency opt-out).The net effect: hidden instructions become visible to you, not executed by your model — a strong reason to point your agent at nab fetch instead of a built-in web-fetch tool.
Licensing: both guards are Enterprise Edition modules — free for nonprofit and other permitted noncommercial use under PolyForm Noncommercial 1.0.0 and the additional nonprofit permission in COMMERCIAL.md. Commercial use outside those permissions requires a commercial license (see the License section).
brew tap MikkoParkkola/tap
brew install nab
Most users want this path — these are ready-to-run binaries; nothing is compiled on your machine.
If you have cargo-binstall, it fetches the right pre-built binary automatically:
cargo binstall nab
Otherwise download directly from GitHub Releases. Both the nab CLI and the nab-mcp server ship for every platform below, alongside checksums-sha256.txt:
| Platform | CLI binary | MCP server binary |
|---|---|---|
| macOS Apple Silicon | nab-aarch64-apple-darwin | nab-mcp-aarch64-apple-darwin |
| macOS Intel | nab-x86_64-apple-darwin | nab-mcp-x86_64-apple-darwin |
| Linux x86_64 (glibc) | nab-x86_64-unknown-linux-gnu | nab-mcp-x86_64-unknown-linux-gnu |
| Linux x86_64 (static musl) | nab-x86_64-unknown-linux-musl | nab-mcp-x86_64-unknown-linux-musl |
| Linux ARM64 (glibc) | nab-aarch64-unknown-linux-gnu | nab-mcp-aarch64-unknown-linux-gnu |
| Linux ARM64 (static musl) | nab-aarch64-unknown-linux-musl | nab-mcp-aarch64-unknown-linux-musl |
| Windows x64 | nab-x86_64-pc-windows-msvc.exe | nab-mcp-x86_64-pc-windows-msvc.exe |
Example install for macOS Apple Silicon (substitute the filename for your platform):
shasum -a 256 -c checksums-sha256.txt --ignore-missing
chmod +x nab-aarch64-apple-darwin mv nab-aarch64-apple-darwin /usr/local/bin/nab xattr -d com.apple.quarantine /usr/local/bin/nab 2>/dev/null || true
Builds nab locally — requires the Rust toolchain (1.95 or newer) and takes a few minutes:
cargo install nab
git clone https://github.com/MikkoParkkola/nab.git
cd nab cargo install --path .
If you install nab through more than one channel (for example a Homebrew tap and cargo install), the copy that wins depends on PATH order. On many setups /opt/homebrew/bin comes before ~/.cargo/bin, so a Homebrew binary can shadow a newer cargo-installed one — and nab --version then reports the older version.
Run the built-in diagnostic to see every nab on your PATH, which one wins, and their versions:
nab doctor
If the binary on your PATH is the stale one, its doctor may predate this command; invoke the newer install by full path to diagnose, e.g. ~/.cargo/bin/nab doctor. To resolve, keep a single install channel (brew uninstall nab or cargo uninstall nab), or reorder PATH so the directory of the install you want comes first.
MCP Registry name: mcp-name: io.github.MikkoParkkola/nab
Add to your MCP client config (Claude Desktop, Cursor, Windsurf, etc.):
{
"mcpServers": { "nab": { "command": "nab-mcp", "args": [] } } }
Or use the auto-installer:
nab mcp install # Claude Desktop (default)
nab mcp install --client claude-code # Claude Code nab mcp install --client cursor # Cursor nab mcp install --client windsurf # Windsurf nab mcp install --client codex # OpenAI Codex CLI nab mcp install --client vscode # VS Code Copilot nab mcp install --client zed # Zed nab mcp install --dry-run # preview without writing
Also supported: gemini, amazon-q, lm-studio.
See Tools for the full tool list and MCP integration for capabilities and HTTP transport.
This repository includes a local Claude Code plugin in plugin/. It bundles nab MCP auto-registration with the Claude Elite research, url-insight, wayback, ia, and oreilly skills.
claude --plugin-dir ./plugin
The plugin exposes the /nab workflow shape for fetch, authenticated Brave-cookie fetches, archive retrieval, and multi-source research. It keeps nab's auth-aware path front and center: nab fetch --cookies brave for existing browser sessions and nab fetch --1password for 1Password/TOTP flows.
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요