Agent-Native Calendar
Agent-Native Google Calendar - manage events, sync, and public booking
제작자가 쓴 설명(영어 원문)
Lightweight browser automation for AI agents: navigate, screenshot, extract, PDF. One small binary.
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": {
"kitewright": {
"command": "npx",
"args": [
"-y",
"@kitewright/mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add kitewright -- npx -y @kitewright/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"kitewright": {
"command": "npx",
"args": [
"-y",
"@kitewright/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": {
"kitewright": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@kitewright/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 6일 점검
레지스트리 이름이 GitHub 계정 kitewright 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(0.1.1)은 4개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Agent-Native Calendar, Excel MCP Server, MCP Server for Excel
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Agent-Native Google Calendar - manage events, sync, and public booking
Create and edit Excel files with AI: charts, PivotTables, formulas. No Excel needed.
Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Browser automation for AI agents as a single small binary. An MCP server (Streamable HTTP + stdio) that gives LLM clients navigate / screenshot / extract — without carrying the Node.js + Playwright stack.
Install in one line:
claude mcp add kitewright -- npx -y @kitewright/mcp
Head-to-head vs @playwright/mcp 0.0.78, same machine, same Chromium headless-shell build, same page (full methodology):
| @playwright/mcp | Kitewright | |
|---|---|---|
| Cold start → listening | 354 ms | 75 ms |
| Server RSS (idle) | 102–125 MB | 7.6 MB |
| Server RSS (after work) | 93 MB | 10.9 MB |
| Distribution | 18 MB pkg + Node.js runtime | 6.9 MB static binary |
| First navigate (incl. browser launch) | 2623 ms | 822 ms (session pre-warming) |
| Warm navigate latency | 80–116 ms | 99–105 ms (tie) |
| Idle behavior | browser kept alive | browser reaped after idle TTL, pre-warmed again on next session |
The browser itself (Chromium) costs the same in any language — warm latency is a tie because both speak CDP to the same browser. The wins are everything around it: startup, distribution, idle footprint, and lifecycle management. The honest gap: playwright-mcp ships ~25 tools today, we ship 21 — closing that is the roadmap.
click / type / fill_form / select_option / hover don't fire blindly. Before acting, the engine polls (100 ms, up to a 5 s per-op budget) until the target element is present, visible (not display:none / visibility:hidden / zero-size), enabled (no disabled / aria-disabled), not covered by another element at its click point, and geometrically stable across two consecutive frames. A settled element passes on the first poll, so this is invisible when things are fine — but when an action can't happen, you get a *cause-specific* error (not found / not visible / disabled / covered / unstable) instead of a silent misclick or a generic timeout. Transient CDP errors are retried twice. Pass timeout_ms on any interaction tool to override the 5 s per-op budget (e.g. a short timeout to fail fast when you expect an element to already be there).
External-site latency is network-bound — DNS + TLS + TTFB (~400–600 ms) is a floor no tool beats, and Kitewright does not claim to. What it *does* attack is every controllable cost around the network:
MCP_CONTEXT_POOL, default 2) in the background. A new session is then handed a ready context+page, so its first navigate pays zero browser-launch *and* zero context-creation cost. Measured localhost first-navigate: ~31 ms prewarmed vs ~709 ms cold (Apple Silicon; details). The pool drains with the browser on idle-reap and refills lazily on next demand, so idle footprint stays at the ~8 MB baseline.browser_navigate {lite:true} (and the default for extract / extract_markdown) blocks images/media/fonts + ad/analytics hosts before the load — 30–70 % faster DOM-ready on heavy pages by skipping the bulk of the bytes. Screenshots/PDF never block resources.--disk-cache-dir (KITE_CACHE_DIR) lets repeat asset fetches hit cache across runs; KITE_PREWARM_URL establishes DNS+TLS to a known origin during prewarm.The honest framing: the wins are browser launch, page weight, session start, and connection setup — not the network round-trip to a remote origin.
crates/
├── engine/ kitewright-engine — CDP core (chromiumoxide): lazy launch, idle reaper, │ per-session browser contexts, capped text extraction + AX snapshots. │ Shared by all frontends. └── server/ kitewright — rmcp Streamable HTTP server exposing the engine as MCP tools. bindings/ └── node/ @kitewright/node — napi-rs bindings exposing a Puppeteer-compatible (experimental) API over the same engine (built separately; kept out of the core cargo workspace). See "@kitewright/node" below.
Each MCP session owns one persistent page inside its own Chromium browser context (cookie isolation between agents): log in once, keep clicking. The page and context are closed when the session ends; the browser itself is still reaped after the idle TTL and transparently relaunched on the next call.
The zero-install way — run it straight from npx, like @playwright/mcp:
claude mcp add kitewright -- npx -y @kitewright/mcp
npx @kitewright/mcp resolves the prebuilt kite binary for your platform (an optional per-platform dependency, esbuild-style) and starts a stdio MCP server — no Rust toolchain, no build. See npm/kitewright-mcp.
Prefer the raw kite binary? (npx above is the easy path; these need a Rust toolchain.)
# From the public repo — builds + installs the `kite` binary:
cargo install --git https://github.com/kitewright/kitewright kitewright # → ~/.cargo/bin/kite
cargo install --path crates/server
docker run --rm -p 8090:8090 kitewright # build locally: docker build -t kitewright .
Not yet published to crates.io or Homebrew —
cargo binstall/brewaren't wired up. Usenpx @kitewright/mcp(no toolchain) or thecargo install --gitline above.
Kitewright drives Chromium over CDP but does not embed one. It uses a system Chrome/Chromium when present, honors BROWSER_EXECUTABLE, and — if neither is found — falls back to a browser downloaded by kite install:
kite install # fetch the latest stable chrome-headless-shell into the kite cache
kite install downloads the current Chrome-for-Testing chrome-headless-shell build for your platform into $KITE_CACHE_DIR (or the OS cache dir) and the engine picks it up automatically — no BROWSER_EXECUTABLE needed. Re-running is a no-op once a build is present. The Docker image already ships Chromium.
kite with no arguments serves MCP over Streamable HTTP (networked, default, supports auth + many sessions); kite --stdio serves a single session over stdio for local clients.
kite
HTTP transport — connect from Claude Code:
claude mcp add kite --transport http http://localhost:8090/mcp
stdio transport — MCP client config (Claude Desktop, Cursor, …):
{
"mcpServers": { "kite": { "command": "kite", "args": ["--stdio"] } } }
| Env var | Default | Meaning |
|---|---|---|
MCP_HTTP_BIND | 0.0.0.0:8090 | Listen address |
MCP_AUTH_TOKEN | unset | When set, /mcp requires Authorization: Bearer (401 otherwise). Unset = open access + startup warning |
MCP_RATE_LIMIT_PER_MINUTE | 300 | Per-client-IP request limit (fixed 60s window); 429 when exceeded |
BROWSER_EXECUTABLE | auto-detect | Path to chrome / chromium / chrome-headless-shell. When unset: a system Chrome/Chromium is detected, else a kite install-managed build in the cache dir |
BROWSER_NO_SANDBOX | unset | Set (any value) to pass --no-sandbox (containers) |
KITE_HEADLESS | unset | Kite launches a headed (visible) browser by default so you can watch automation. Set (any value) to run headless — required on servers, CI, and containers with no display, where a headed Chrome fails to launch |
KITE_IDLE_TIMEOUT_SECS | 1800 | Idle seconds before a headless browser is reaped to free memory. Default 30min keeps a session alive across normal pauses (headed never reaps). A reap that does happen is recovered by cookie auto-restore, so an authenticated session survives it. Lower it on a memory-constrained multi-session server |
KITE_ALLOW_SECRET_FILES | unset | Set (any value) to let browser_fill_secret read file:/path secrets from disk. Requires KITE_SECRET_DIR (the directory reads are fenced to) so arbitrary host files can't be read/exfiltrated. env: secrets need no opt-in |
KITE_VIEWPORT | 1440x900 | Default viewport / window size as WIDTHxHEIGHT (Chromium's own default is a cramped 800x600). Adjust at runtime with the browser_resize tool |
MCP_CONTEXT_POOL | 2 | Number of pre-warmed blank browser contexts kept ready so a new session gets an instantly-usable context+page (zero context-creation latency). 0 disables. The pool refills in the background and drains with the browser on idle-reap (it never keeps the process alive) |
KITE_CACHE_DIR | /kitewright-cache | Shared on-disk HTTP cache (--disk-cache-dir), stable across launches so repeat asset fetches hit cache. NOTE: per-session isolated contexts (cookie isolation) use an ephemeral cache; this benefits the browser's default context |
KITE_PREWARM_URL | unset | If set, prewarm navigates a throwaway page to this origin to establish DNS+TLS+connection before the first real navigate. No-op when unset |
BROWSER_PREWARM | unset | Set (any value) to launch + pre-warm the browser at server boot (otherwise prewarm fires when an MCP session initializes) |
RUST_LOG | info | Log filter |
Kitewright drives a real browser, so treat the endpoint as privileged. The defaults are safe for local use; harden before exposing it.
MCP_HTTP_BIND explicitly. If you expose it, set `MCP_AUTH_TOKEN` — without it the /mcp endpoint is unauthenticated (logged as a warning at boot). Auth uses a constant-time compare; requests are rate-limited; and cross-origin browser requests are rejected (DNS-rebinding protection).169.254.169.254, RFC-1918, localhost) — which is *the point* for local/dev automation, but a risk on an exposed instance. Kitewright does not block these (doing so by default would break local automation). On an exposed deployment, put it behind auth and network policy that can't reach sensitive internal endpoints.file:// navigation requires KITE_ALLOW_FILE_URLS=1; browser_fill_secret file reads require KITE_ALLOW_SECRET_FILES=1 and a KITE_SECRET_DIR fence (reads are canonicalized and must stay under it).cargo audit). The shipped kite binary carries no known-vulnerable crates; see .cargo/audit.toml for two DoS advisories confined to the (server-unused) kite-pdf crate.All tools operate on the session's persistent page.
Read
browser_navigate {url, lite?} — title, final URL, visible text (capped). lite:true enables lite mode: block images/media/fonts + common ad/analytics hosts (doubleclick, google-analytics, GTM, facebook pixel, …) via CDP Network.setBlockedURLs for a faster DOM-ready on heavy pages (30–70 % on heavy sites — text-only, do not use before a screenshot). Sticky for the session until changed. extract / extract_markdown default to lite when navigating (pixels irrelevant); screenshot / pdf never block resourcesbrowser_extract {url?, selector, attribute?} — text/attribute from elements matching a selectorbrowser_extract_markdown {url?} — main content as Markdown ("readability" mode: headings/links/lists/code/tables, nav/script/style stripped, capped at ~20k chars)앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요