Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Unofficial CLI and MCP server for the Toptal Talent platform — personal-productivity tool
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": {
"ttctl": {
"command": "npx",
"args": [
"-y",
"ttctl"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add ttctl -- npx -y ttctl프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"ttctl": {
"command": "npx",
"args": [
"-y",
"ttctl"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"ttctl": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"ttctl"
]
}
}
}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 alexey-pelykh 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(0.1.0)은 5개월 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, Systemdox
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.
Your architecture in your agents' context: checks, specs, ADRs and docs over MCP, at write time.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Personal-productivity CLI and MCP server for your own Toptal Talent profile.
TTCtl is NOT affiliated with, endorsed by, or supported by Toptal LLC. It is a personal-productivity tool that interacts with Toptal Talent's web/mobile interfaces using your own session, exclusively for your own profile's data.
This tool is built for fair use and shared in case it's useful to other Toptal talents who want similar tooling for their own profiles. It is NOT to be used for:
If you encounter misuse of TTCtl, please see Abuse reporting in SECURITY.md.
Architectural friction in the codebase (sequential rate limits, single-credential design, no batch parallelism on automation-prone endpoints) is intentional. Don't remove it.
"Toptal" is a trademark of Toptal LLC. The name appears in this project's description as nominative fair use only — TTCtl is not a Toptal brand.
TTCtl gives you (and your AI assistants, via MCP) programmatic access to your own Toptal Talent profile:
applications stats; confirm / reject open Interest Requests via applications confirm / applications reject; fetch interview detail (interviewer with TopChat thread handle, client-side contact, scheduled slot, agenda link, prep-guide ref) via applications interview show ; read your interview prep notes via applications interview notes show ; fetch availability-request detail (status, kind, recruiter Fixed rate, comment, lifecycle timestamps, job) via applications availability-request show engagements statsjobs recommended feed, the per-job jobs match-quality match-score breakdown, and the per-job jobs rate-insight rate-intelligence panel); manage saved / viewed / not-interested signals; configure search subscription; direct-apply via jobs apply --consent (legal-compliance gate is mandatory). Add --suggest-answers to fetch your own historical answers to similar prior questions as advisory autocomplete suggestions (opt-in, off the critical apply path; failures degrade gracefully). The MCP tool ttctl_jobs_apply_similar_answers exposes the same surface to agents.payments summary), and payment methods; show current hourly rate via payments rate current (lightweight) or the unified payments rate show projection; submit rate-change requestsSurfaces are gated to read-heavy / personal use. Operations that would enable mass automation against the platform are deliberately not exposed.
The following Toptal Talent surfaces are out of scope by design — they enable abuse (mass-automation or spam vectors), require third-party SDKs TTCtl doesn't depend on, target client-onboarding rather than the talent-side workflow, belong to staff- or sourcing-side workflows, or are one-time / mobile-only UI affordances with no recurring CLI value:
UpdateJobAlertSettings, UpdateSmsNotificationsSettings, UpdateTimesheetReminderSettings, UpdateNotificationSetting (abuse-prevention — silencing alerts is a precursor to other abuse)applications interview show (full surface tracked in #23)SEND_CONTRACTS, testimonial publishing, snapshot history (staff-side — Toptal-staff surfaces, not talent-side)CreateTalentSignal, GetTalentSignalSetup (sourcing-side — recruiter / staff identifying talent, not talent-side)Note: The
scheduler.toptal.comsurface (interview scheduling) is currently absent rather than out by design — deferred until reverse-engineering research closes.
See What It Does above for the positive scope.
op) for credential resolutionTTCtl uses node-wreq for Chrome TLS-fingerprint impersonation on the Cloudflare-protected surfaces (profile editing). That transport ships as a prebuilt native binary, available for:
| OS | Architecture | libc | Supported |
|---|---|---|---|
| macOS | x64 (Intel) | — | ✅ |
| macOS | arm64 (Apple Silicon) | — | ✅ |
| Linux | x64 | glibc | ✅ |
| Linux | x64 | musl (Alpine) | ✅ |
| Linux | arm64 | glibc | ✅ |
| Linux | arm64 | musl (Alpine) | ❌ not yet |
| Windows | x64 | — | ✅ |
| Windows | arm64 (Windows on ARM) | — | ❌ not yet |
On an unsupported platform, npm install -g ttctl still succeeds (the native binary is an optional dependency) and mobile-gateway commands keep working — but any Cloudflare-protected command (anything that edits your profile) fails with a clear NATIVE_MODULE_UNAVAILABLE error naming your platform and this supported set. If you need one of the two not-yet-supported targets, please open an issue.
npm install -g ttctl
Or run directly with npx:
npx ttctl --help
For maximum supply-chain safety, install with postinstall hooks disabled:
npm install -g --ignore-scripts ttctl
--ignore-scripts blocks preinstall / postinstall / prepare hooks across the entire dependency tree at install time. This prevents a compromised transitive dep (PhantomRaven, Shai-Hulud, etc.) from executing code on your machine during install — closing the most-exploited supply-chain attack vector against package-manager users.
TTCtl itself ships no install-time hooks. Disabling them is purely a defense against malicious behavior in dependencies you don't directly control. See SECURITY § User-install supply-chain hardening.
# 1. Install
npm install -g ttctl
op CLI is installed) or Form B (literal credentials,ttctl auth init
ttctl auth signin
ttctl auth status
ttctl profile show
`ttctl auth init` scaffolds a fresh
~/.ttctl.yamlinteractively. Choose Form A (1Password reference, recommended) or Form B (literal credentials, discouraged — guarded by an explicit warning). On Form A with theopCLI installed, a vault picker and a LOGIN-category item picker run. Withoutopor on JSON-shape failure, the prompt falls back to a freeformop://VAULT/ITEMreference. The output file is written atomically at mode0600and refuses to overwrite an existing file unless--forceis passed. The command is interactive only — pipe stdin or a non-TTY context exits non-zero with a clear message.
`ttctl auth signin` runs the
EmailPasswordSignInGraphQL mutation, captures the session bearer, and writes it BACK into the same~/.ttctl.yamlfile underauth.token(atomic write; comments preserved; mode0600). All subsequent commands replay it asAuthorization: Token token=on every GraphQL request. TheopCLI is invoked only at signin time to resolve your credentials. There is no separate token file — your config and your live session live in one YAML.
Hand-authoring the config also works (drop a YAML file at
~/.ttctl.yaml,chmod 600); see the Configuration section below for the four validauthshapes.ttctl auth initis the recommended starting point.
TTCtl uses a single config file — no profiles. The config-file path is resolved deterministically (highest precedence wins):
--config flag — explicit override (per-invocation).TTCTL_CONFIG_FILE env var — process-scoped (CI, direnv).~/.ttctl.yaml — POSIX home dotfile (only fallback).XDG paths ($XDG_CONFIG_HOME/ttctl/config.yaml, ~/.config/ttctl/config.yaml) and the current-working-directory ./.ttctl.yaml are not auto-discovered. To use a project-local config, point TTCTL_CONFIG_FILE at it via direnv:
# .envrc in your project root (requires `direnv` installed and `direnv allow` run)
export TTCTL_CONFIG_FILE="$PWD/.ttctl.yaml"
TTCtl refuses to persist the captur
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