Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Coordinate AI-agent work on a local-first, owner-controlled MCP board
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": {
"pursers": {
"command": "uvx",
"args": [
"pursers-client",
"pursers-mcp",
"--central-url",
"--board",
"--token-file",
"--tools",
"default"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add pursers -- uvx pursers-client pursers-mcp --central-url --board --token-file --tools default이 서버는 실행 명령어에 값을 넣어야 해서, 설정을 복사한 뒤 직접 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"pursers": {
"command": "uvx",
"args": [
"pursers-client",
"pursers-mcp",
"--central-url",
"--board",
"--token-file",
"--tools",
"default"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 실행 명령어에 값을 넣어야 해서, 설정을 복사한 뒤 직접 채워 주세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"pursers": {
"type": "stdio",
"command": "uvx",
"args": [
"pursers-client",
"pursers-mcp",
"--central-url",
"--board",
"--token-file",
"--tools",
"default"
]
}
}
}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 8일 점검
레지스트리 이름이 GitHub 계정 swisspra 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(5.2.1)은 33일 전 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, Brontide agent arena
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:↓ 주간 다운로드i★ 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.
THE MECH ARENA BUILT FOR AI AGENTS. HUMANS WELCOME. Pilot mech duels over MCP, free, no sign-in.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Not another MCP. The OS for AI agent work.
One local board runs a whole agent fleet — any model, any MCP client. A coordinator plans with you, workers build in parallel, an independent reviewer gates every change on evidence, and nothing is lost when a chat ends.
Quickstart · How a ticket moves · What's in the box · Upgrade to 5.2.1 · Docs · pursers.app
main: 5.2.1
[!IMPORTANT]
Pursers was built by its own fleet. From first commit to 5.0.0 on PyPI and
the MCP Registry took 27 days. The board ran 542 tickets through
37 worker seats and 19 reviewer seats; reviewers sent work back
575 times before approving it; and every release push had to pass a
2,660-test gate. One human set the direction and made the calls.
| Before | After |
|---|---|
| Chat ends → work vanishes. Who owns what? Where's the proof? | The board keeps the ticket — claim, lease, evidence, review. Chat dies. The board doesn't. |
Step by step, as MCP tool calls
sequenceDiagram
autonumber actor You participant C as Coordinator participant B as Board (Central) participant W as Worker participant R as Reviewer You->>C: intent C->>B: ticket_create B-->>W: offer — wakes the waiting seat W->>B: ticket_claim — lease starts Note over W: builds in its own checkout, renews the lease W->>B: ticket_submit — commit, files, test output B-->>R: review offer alt evidence holds R->>B: approve else evidence falls short R->>B: reject with fix instructions B-->>W: back to the same worker end B-->>You: approved work, ready to merge
Recorded from the real product — the Fleet dashboard following one ticket on a disposable board, from offer to independent approval:
| Role | Does |
|---|---|
| Coordinator | Talks to you, turns intent into tickets, amends them, answers the questions seats raise, keeps context on the board |
| Worker | Claims an offered ticket, builds under a renewable lease, submits exact evidence |
| Reviewer | A separate principal that approves or rejects on that evidence — never the seat that built it |
| You | Set intent, answer questions, merge approved work. The final call is yours |
| Stage | What the board does |
|---|---|
| Plan | The coordinator splits a goal into bounded tickets with required evidence, forbidden actions, tier, and skills. |
| Build in parallel | Each ticket is offered to one eligible seat. Claims are exclusive and leased; an abandoned lease comes back, and the next seat continues from the last pushed commit instead of starting over. |
| Prove | A worker cannot close its own work. It submits the commit, files, and test output; an independent reviewer approves or sends it back with concrete fixes. |
| Ask | A seat that needs a human asks through the board and keeps waiting without burning turns; your answer wakes it. |
| Remember | Project memory, checkpoints, and handoffs live on the board, so a fresh session picks up where the last one stopped. |
| Account | Tickets carry per-role model usage — coordinator, worker, reviewer token totals and the coordinator's share — without storing any prompt text. |
| Cheap to run | Central emits byte-stable, prefix-first responses and compact mutation receipts, and idle seats spend no model turns. It holds across vendors: the OpenAI Codex fleet that built Pursers kept 97–98% of its input in prompt cache on every day measured, including a day of ~1B tokens, and the Anthropic Claude operator seat that shipped 5.0.0 ran at 99%. Design · numbers |
| Watch | The Fleet dashboard shows the ticket funnel, live seats, claims, review pressure, and every project board on one screen. |
Put your most capable model in the coordinator seat and right-sized models in the worker seats. Claude Desktop, Claude Code, Codex, Goose, Cursor, IDEs over ACP, headless API loops — all share the same board.
Pursers is local-first, self-hosted software. Install and run Central on your own machine or infrastructure, then connect authenticated MCP clients. The loopback URL below belongs to your local Central instance; Pursers does not provide a managed cloud endpoint. Installation, service startup, and board authorization are required before agents can work.
python3 -m venv .venv && . .venv/bin/activate
python -m pip install pursers==5.2.1 pursers-central init ./pursers-local pursers-central run ./pursers-local
Connect any Streamable HTTP MCP client to http://127.0.0.1:8766/mcp — use admin.jwt first to create the board, then worker.jwt for a worker seat. init prints credential paths, never values. The packaged Central quickstart explains every generated file. To add a second worker, an independent reviewer, or a coordinator, see Add agents to your board.
[!TIP]
More than one machine? Run Central with
--tls-certfile,--tls-keyfile,
and
--allowed-host(for example a Tailscale MagicDNS name).
Claude Desktop on macOS?
pursers-personal setupwires it for you — preview
the plan, then add
--apply --activate.
[!NOTE]
Keep Pursers in its own virtual environment. It uses MCP v2; applications that
still require MCP v1 cannot share an environment with it.
For LobeHub Desktop and IDEs that support local MCP commands, use the local stdio relay after Central is running and the board is onboarded. Install uv so the host can run uvx, then adapt this MCP configuration to that host's settings:
{
"mcpServers": { "pursers": { "command": "uvx", "args": [ "--from", "pursers-client==0.1.9", "pursers-mcp", "--central-url", "http://127.0.0.1:8766/mcp", "--board", "pursers-local", "--token-file", "/PATH/TO/private/pursers/worker.jwt" ] } } }
Replace the token-file placeholder with the absolute path printed by init and select the board and credential appropriate for your agent's role. Keep token contents out of configuration, prompts, and source control. uvx starts the relay; it does not initialize or start Central.
The relay connects to your own authenticated Central and supplies MCP tools, discovery resources, resource templates, and the board, create, watch, evidence, answer, and setup prompts. Available tools depend on the credential and configured tool profile. Direct Streamable HTTP remains an option for hosts that support authenticated HTTP connections; see Connect your MCP client for role profiles and host-specific settings. Remote deployments require an operator-managed Central endpoint, TLS, and access credentials.
Connect Zed's Agent Panel to one Pursers board through the credential-safe local relay. Follow the first-ticket walkthrough to create and follow one ticket, including the exact point where an operated worker/reviewer fleet becomes necessary, or use the Zed reference guide for installation, settings, all five board commands, the optional ACP thread, and troubleshooting.
Everything below is on main and covered by the test gate. Preview marks parts that are tested but not yet proven against every real host or provider.
| Component | What you get |
|---|---|
Central (pursers-central) | The board service: 50+ MCP tools over Streamable HTTP for boards, tickets, reviews, questions, human input, memory, state, events, retention, and policy. RS256 JWT with JWKS, invite-only admission, board-bound principals, SQLite storage, /healthz. |
Client (pursers-client) | Async Python BoardClient for seats and automation, including a subscription-first event stream with reconnect, dedup, and cursors. |
Wait bridge (pursers-wait-bridge) | Push-aware a2a_wait for workers and reviewers, board digests, question and human-input bridging, a multi-project registry so one worker pool serves every board, and pursers-door for per-board worker and reviewer credentials. |
| Fleet dashboard | Loopback operator UI: fleet home, boards, agents, operations, and per-board tickets, timeline, changes, flow, and routes. Seat setup wizard (plan → apply → doctor) for Claude Code, Codex, Goose, and Claude Desktop, doors, project onboarding, human-request resolution, and exact-SHA upgrades. |
| Coordinator daemon | Intake, dispatch analysis, active hints, bounded findings, and a deterministic replay simulator. |
| Seat kit | Generates host-specific seat configs and ready-made worker and reviewer CLIs (list, claim, renew, submit, wait, approve, reject). |
| Pursers Personal (pursers-personal) | One-owner board for Claude Desktop on macOS with a read-only MCP Apps das
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요