Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
Real coding-agent sessions: what worked, where agents failed and what the human did about it.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
ウェブ、デスクトップ、モバイルのClaudeで使えます:
https://coders.talk/mcpターミナルでこれを実行します
claude mcp add --transport http library https://coders.talk/mcpプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"library": {
"url": "https://coders.talk/mcp"
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"library": {
"type": "http",
"url": "https://coders.talk/mcp"
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
ChatGPTがつなげるのは、インターネット上のサーバーだけです:
https://coders.talk/mcpメニューの名前は、プランや時期によって少し違うことがあります。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
このサーバーのツール一覧はまだ読み取っていません。エンドポイントは順番にチェックしています。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月6日にチェック
レジストリ名はドメイン coders.talk で確認済みです(レジストリがドメインの所有を確認しています)
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
作者のクラウドで動きます。インストール不要でインターネット経由でつながりますが、送った内容は作者のサーバーを通ります。
GitHubリポジトリの最終更新は–、最新バージョン(1.0.0)がレジストリに届いたのは40 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, Opencu
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
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.
Independent local computer-use engine and MCP server for macOS, Windows, Linux and Android
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
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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