Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Real coding-agent sessions: what worked, where agents failed and what the human did about it.
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.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://coders.talk/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http library https://coders.talk/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"library": {
"url": "https://coders.talk/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": {
"library": {
"type": "http",
"url": "https://coders.talk/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://coders.talk/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 도메인 coders.talk 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
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.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.0)은 41일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Symantec Cloud DLP AIops
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.
Governed Symantec Cloud DLP — 14 MCP tools, read-only with audit.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Your coding agent forgets everything when a session ends. KeepPlain keeps that history, so you stop explaining the same thing twice.
Works with Claude Code, Codex, Cursor, Pi and Antigravity. Free for personal use, teams pay per seat.
curl -fsSL https://keepplain.com/install.sh | sh # macOS and Linux
irm https://keepplain.com/install.ps1 | iex # Windows, in PowerShell keepplain login keepplain enable
One file, no Node.js, no sudo. enable says what it found and asks before it changes anything. More ways to install
Find what you already solved. Your agent searches the sessions you sent to KeepPlain and opens the turn with the answer. /keepplain:resume picks a task up in another agent.
Stop correcting it twice. Once a day a model reads your sessions and suggests the mistakes that came back in two conversations or more. Add one in a click and your agents get it at the start of a session or with the prompt it matters for. Rules
Keep going at the limit. Past 90% of Claude's 5-hour or weekly limit, you get a button to continue in Codex or Pi. The brief is built on your computer without a model, and it needs no sign-in. Handoff
See which session wrote a line. keepplain blame is git blame with the agent session behind each line. Blame
● Claude Code · Harden the webhook 4 │ const TOLERANCE_SEC = 300;
○ Pi · Seat count sync 19 │ await syncSeats(event.data, { lock: 'team' }); ● Codex · maya, private 22 │ await markPaid(event.data.id, { notify: true }); no session found 25 │ return new Response('ok');
Learn from other people's sessions. Before a hard task, or when it's stuck, your agent can check the public library for how others got past the same problem. Library
What leaves your computer. Sessions are sent only when you run /keepplain:build and confirm, or after you turn on auto mode. They are stored on keepplain.com as private drafts, and nothing is public until you publish it on the site. Secrets are replaced on your computer before anything is sent. That check works by patterns and can miss things, so read the preview. This plugin is MIT, the site is not open source. The full list
curl -fsSL https://keepplain.com/install.sh | sh # macOS and Linux
irm https://keepplain.com/install.ps1 | iex # Windows, in PowerShell keepplain login
This installs keepplain, one file with no Node.js needed, into ~/.keepplain/bin and adds that folder to your PATH (the rc file of your shell; on Windows the user PATH). The installer takes the file for your platform from this repository's releases and checks it against the release's SHA256SUMS. No sudo or administrator rights. KEEPPLAIN_VERSION=0.16.0 installs that version, KEEPPLAIN_NO_MODIFY_PATH=1 leaves PATH alone.
keepplain login waits in the terminal until you press Connect in the browser; over SSH it prints the link and the code to open elsewhere. keepplain update replaces the file with the latest release after checking its SHA256. A command you type mentions a newer release in one line, at most once a day; it never waits for the network to do so, and hooks never check. KEEPPLAIN_NO_UPDATE_CHECK=1 turns that off.
Then keepplain enable connects Claude Code, Codex, Cursor and Pi to it. It says what it found and what it will do, asks, and then installs the plugin through each agent's own plugin system: it lays the plugin out in ~/.keepplain/plugin and adds that folder as the local marketplace keepplain-local (claude plugin marketplace add, claude plugin install keepplain@keepplain-local; codex plugin marketplace add, codex plugin add), and installs Pi's package from it with pi install. Cursor has no command that installs a plugin, so it gets what the plugin is made of as files of its own folder, ~/.cursor, next to whatever is there: the hooks in hooks.json, the commands as skills in skills/keepplain-* and the library in mcp.json. Only what is ours is ever changed in them, and a file it cannot read (comments, a syntax error) is left as it is and the lines to add are printed. It is the same plugin as the one below, but its hooks and skills call keepplain by its absolute path, so no Node.js is needed and desktop apps find it without your shell's PATH. On the way it:
keepplain@keepplain), or Pi's git package (pi install git:github.com/keepplain/keepplain-plugin), whose hooks would otherwise run twice;keepplain@synced) as it is and installs no copy of its own into Claude Code next to it; another copy there goes. The directory's copy is removed on claude.ai, not by disable;claude mcp add, mcp_servers in Codex's config.toml, an entry in ~/.cursor/mcp.json) and removes it, or keeps it and installs the plugin without its own server for that agent;/hooks; enable does not do that for you. Cursor and Pi need nothing of the kind;keepplain enable --yes goes ahead without asking, with --agent=claude-code,codex,cursor,pi, --auto=off|on|team|push, --mcp=remove|keep, --git-hooks, --no-git-hooks or --no-trailers, and --import-past (with --import-days=N) for the answers; without --import-past it imports nothing. keepplain status shows the file, the sign-in, each agent's KeepPlain plugins and auto mode, and the git hooks of the repository you are in. keepplain disable uninstalls the plugin and its marketplace from Claude Code and Codex, removes Pi's package, takes the hooks, skills and library entry it wrote out of ~/.cursor, and takes the git hooks out of every repository enable put them in; the sign-in, your settings and the file stay. keepplain update lays the plugin out again in the new version and updates it in the agents, so the plugin's version is always the file's.
To send a session without going back into it, run keepplain sessions in the folder it ran in (or keepplain sessions --all anywhere, for every project's sessions of the last 30 days): it lists that folder's Claude Code, Codex, Cursor and Pi sessions (also those run at the top of its repository), newest first, with how many prompts each has, the start of the first one and whether it was sent already. keepplain build 2 then shows the same summary and privacy check as /keepplain:build, asks [y/N] and sends; keepplain build alone takes the newest session, and a session id works too. It takes the same options (--private, --team= , --keep= , --continues= ). It runs only in a terminal: neither an agent nor a script can answer its question, and there is no --yes. From a script, keepplain preview and keepplain send (with --agent=codex, --agent=cursor or --agent=pi for the others) do the two steps.
A KeepPlain connector your organisation added in claude.ai is not visible on your computer, so enable cannot find it. If the agent then lists the library's tools twice, turn one of the two servers off in /mcp.
Programs read the commands with --json: status, sessions, preview, send, discard, login, whoami, logout, enable, disable, auto, rules, nudge, privacy and import-past print one JSON object a line, the long ones an {"event": …} per step, and a failure as {"error": "…"} on stdout. The preview's findings come by number and kind only, never a value. login --json waits for Connect until the code expires.
KeepPlain app is a window over the same commands for macOS and Windows: a three-step welcome (the agents found, sign-in, enable, with a tick, on by default, for the import of past sessions), the agents with a switch each, the last session sent, every project's recent sessions (sessions --all) with a confirmation screen before each send, and the settings. It carries a released keepplain file and installs it in ~/.keepplain/bin when that one is missing or older.
KeepPlain is listed in Claude's plugin directory. On claude.ai or in the Claude desktop app, open Customize → Plugins, find KeepPlain and press Add, then start a new session; the desktop app runs the plugin's scripts with Node.js 20 or newer. Claude Code in a terminal gets it too when it is signed in with the same account, as keepplain@synced. Then /keepplain:login as below. Keep one copy: keepplain enable leaves this one and puts none of its own into Claude Code, but the marketplace below next to it runs the hooks twice.
/plugin marketplace add keepplain/keepplain-plugin
/plugin install keepplain@keepplain
/keepplain:login. It opens KeepPlain in the browser; check that the page shows the same code as Claude Code and press Connect. The plugin receives its token directly from the site and keeps it in ~/.keepplain/credentials.json, readable by you only. There is no token to copy, and it never passes through the chat. The sign-in request names only the program asking (Claude Code, Codex, Cursor, Pi or KeepPlain CLI) and its version, not your computer; the site lists the token under that name in Settings → Agent plugins.Needs Node.js 20 or newer, nothing else.
codex plugin marketplace add keepplain/keepplain-plugin
codex plugin add keepplain@keepplain
Start a new session, then $keepplain:login and $keepplain:build (the same commands as below, with $ instead of /). For the library, also run codex mcp login keepplain once in a terminal. Codex asks to run the plugin's command outside its sandbox: it needs the network to reach KeepPlain and your home folder for the sign-in. The session is found through CODEX_THREAD_ID in ~/.codex/sessions (or CODEX_HOME), and HEAD at its start comes from the rollout's session_meta, so Codex needs no hook for it. Codex runs the plugin's hooks only for auto mode (see Auto mode), and only once you trust them in /hooks.
keepplain enable (above) is the way in: Cursor has nothing that installs a plugin from a script, so it writes the plugin into ~/.cursor, where the IDE and the agent CLI read it at every start. hooks.json gets four hooks (sessionStart, beforeSubmitPrompt, stop and sessionEnd, each running keepplain hook cursor ), skills/keepplain- /SKILL.md the commands, and mcp.json the library. Restart Cursor (or run "Developer: Reload Window"), press Connect for keepplain in Settings → MCP, then type /keepplain-login and /keepplain-build: the commands below with a hyphen for the colon, since a skill's name in Cursor cannot hold one.
Cursor's transcript of a conversation (~/.cursor/projects/ /agent-transcripts/ / .jsonl) has the prompts, the answers and the tool calls, but no tool results, no token counts and no time but the minute. The hooks add what it lacks: beforeSubmitPrompt and stop note the time of each turn, the model, the tokens of each answer and which conversation eac
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