Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Manage cross-repository beads work, hive status, and Beadhive workflows through bh-mcp.
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": {
"beadhive": {
"command": "uvx",
"args": [
"beadhive"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add beadhive -- uvx beadhive프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"beadhive": {
"command": "uvx",
"args": [
"beadhive"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"beadhive": {
"type": "stdio",
"command": "uvx",
"args": [
"beadhive"
]
}
}
}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 beadhive 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(0.35.2)은 오늘 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Recta
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.
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제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
bh)bh is a single CLI for managing beads issue tracking across many repositories. Each repo is its own beads database (a hive) with a short, stable prefix; bh onboards them, keeps their labels consistent, runs bd/git across one or all of them, and aggregates every hive into one cross-repo view — even hives whose code isn't checked out.
It's a thin orchestrator over bd, git, git-workspace, dolt, and docker: bh encodes the conventions, the registry, validation, and routing. Config and runtime state live under ~/.beadhive/; no issue data lives there — each hive's issues live in its own Dolt DB under refs/dolt/data on that repo's own git remote.
bh is the CLI of Beadhive, a bead-machine — a software factory that uses beads. The process it drives is documented in docs/AGF.md.
This repo is the CLI's source (Python package beadhive on PyPI, command bh). For what Beadhive is conceptually, rather than how to drive it, see beadhive.ai.
Agents: point your agent at INSTALL.md — the preferred install path. It carries a structured install: frontmatter block (the agent reads it, discloses the plan, and asks before each command) plus a prose fallback any agent or human can follow.
Doing it by hand? There are two routes, in this order.
bh doesn't work alone — it drives bd, dolt, gh and git-workspace. This is the only route that installs and version-pins all of them with it, from flake.lock:
nix profile add github:beadhive/beadhive/latest#default # bd, dolt, gh, git-workspace, git, uv, just
uv tool install --force 'beadhive[otel]' # bh itself (uv came from the line above) bh --version # must print the released version
--force and that third line are both load-bearing, not decoration: unforced, uv tool install no-ops on a machine that already has bh and still exits 0. Measured on macOS with 0.7.1 installed, it reported "Installed 2 executables: bh, bh-mcp" and bh --version still said 0.7.1. This step is done when the version is right, not when the install exits 0.
latest is a release channel branch, not a version: CI moves it onto each release's commit once that release publishes, so this line never carries a version and never needs a release-day edit. Don't shorten it to github:beadhive/beadhive#default — that resolves the *default branch*, which is not the latest release.
The one precondition is nix, which needs root — a system daemon, and an APFS volume on macOS. INSTALL.md carries the one-time installer, the ~130s / 2–3 GB cold cost, the platform limits (macOS: Apple Silicon only) and the nix ≥ 2.30 that nix profile add needs.
For machines where you can't install nix, or won't. It works, and it's genuinely one command — but it installs `bh` alone, leaving the other four tools to whatever the machine happens to have, including a bd you then install from HEAD by hand:
uv tool install --force 'beadhive[otel]' # or: pipx install --force 'beadhive[otel]'
brew install beadhive/tap/beadhive # Homebrew — slower, builds native deps from source bh --version # same check, and for the same reason bh setup check # reports which of the four tools you're missing
See INSTALL.md for what that leaves you to keep matched by hand, and for the Docker route.
One laptop, local-only. From a fresh install to a ready list:
bh config init # scaffold ~/.beadhive
bh mcp install # Claude Code: claude mcp add bh --scope user bh hq init # local-only HQ; no remote wired, deliberately bh hive onboard / / # zero-footprint by default bh work ready
Run bh setup guide to finish setup — a guided, probe-first walk from a bare install to a configured workspace. It covers the sequence above plus the parts that aren't one command (orgs, providers, git-workspace), checking each step's state before it acts, so it is also safe on a machine that is already half-configured. Reach for it if you installed via brew, pip or a copy-pasted command and never saw INSTALL.md.
What that costs: HQ is local — no backup, and no second machine yet. That's the posture, not an omission; wiring a remote is rung 2. See docs/ADOPTION.md for the four rungs, what each buys, and what staying on this one costs.
bh furnishes seats for Claude Code (--claude) and OpenCode (--opencode) — pass either to bh hive onboard / / . docs/AGF.md carries the per-harness support matrix, including what does and doesn't apply for codex. On Claude Code, the bh claude-plugin vends the seat agent defs and role skills:
claude plugin marketplace add beadhive/claude-plugin
claude plugin install bh@beadhive
One line each, and who it's for:
docs/MCP-PUBLISHING.md — MCP registry and directory upkeep.docs/ADOPTION.md — it works; what's the next rung? The four rungs, what each buys, and what staying on yours costs.INSTALL.md — picking a route. Managed path, PyPI and Docker, and the tradeoffs between them.docs/ONBOARDING.md — fresh machine, step by step. Zero to a configured AGF workspace with registered hives.docs/UPGRADING.md — moving between versions, or between routes.docs/HQ.md — Factory HQ. What it is and what it stores.docs/OPERATOR-UI.md — first local operator UI. Start and troubleshoot the loopback-only, unauthenticated, read-only profile.docs/COMPLEXITY-ROUTING.md — capability-first dispatch. Complexity labels, late-bound model selection, availability, and migration recovery.docs/BACKFILL.md — backfill. bh backfill passes, BeadLog export/inspect/verify, plan apply, the safety envelope and recovery.docs/HIVES.md and the multi-host ADR — more than one host. Hive kinds, leases, and host roles.docs/OVERVIEW.md — everything else. Design and reasoning, configuration, the full command surface, component by component.General questions, feedback, and bug reports go through GitHub Issues. For security vulnerabilities, see SECURITY.md instead of filing a public issue.
Developing bh itself
You don't need any of this to *use* bh — it's for working on the CLI's own source.
# On a NEW machine you do not have `just` yet — it is pinned in .mise.toml, not the Brewfile:
brew bundle --file=Brewfile # provides mise mise exec -- just bootstrap # mise installs the pinned just, then runs bootstrap
just bootstrap # brew bundle + mise install + uv sync (once per machine; needs just) just install # build + install this checkout → ~/.local/bin/bh just lint # ruff check just fmt # ruff format just test # pytest just build # wheel + sdist into dist/ (stamped local)
just install and just build stamp the artifact with a PEP 440 local segment — 0.11.5+local.g790ef0d, plus .dirty when the checkout had uncommitted changes — so bh --version distinguishes your build from the release it was built from, and the wheel filename says what is under test. PyPI forbids local segments, so a local build can never be published by accident; just build-release is the deliberate opt-out that produces a publishable artifact (and is what CI runs on a v* tag).
See CONTRIBUTING.md for the plain-git contributor path — setup, tests, and how to submit a change.
*Collapsed on purpose, not by oversight.* It pairs with "Manual install" on beadhive.ai: both are real content that simply isn't what most readers came for, so it is disclosed rather than deleted. Please leave it closed.