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)
Compatibility evidence from real builds: does this library API work on your versions and runtime?
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。
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。
リンク先は作者自身のファイルです。私たちが置いたり再パッケージしたりしたものではありません。ファイルを開くと、Claude Desktopがインストールします。
ターミナルでこれを実行します
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。
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。
これはパソコンで動くサーバーですが、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。ほかのアプリを選んでください。
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。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
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、リポジトリを所有するGitHubアカウント r2cuerdame で確認済みです
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
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
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。
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(0.2.23)がレジストリに届いたのは23 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。パソコンにMCPBも必要です。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, yontu
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.
Türkçe yazı denetimi: TDK kuralları, yapay zekâ izleri, metin türüne göre üslup.
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。
Tested. Not guessed.
Languages: English · 한국어 · 日本語 · 简体中文 · Español · Français · Deutsch · Português (BR) · Русский
Start here: CLI quick start · Use the public REST API without installing · Connect an MCP client
Install, check the binary, then ask your first question in PowerShell:
irm https://codesamplex.dev/install.ps1 | iex
csx version csx search "axios multipart upload" --package pkg:npm/axios
The installer asks you to choose JOIN COMMUNITY or LOCAL ONLY. Community mode warms the first cache and starts background sync; local-only mode disables automatic network access and may return no results from a cold cache. You can change modes later with csx init --community or csx init --local-only.
csx version prints csx v . Search returns answers graded for the detected environment; read each result's environment differences before using it. NO_SAFE_MATCH means no verified match was found, not that installation failed. Run searches from your project directory to include its dependency and runtime context.
If PowerShell cannot find csx, open a new terminal or check the installed binary with & "$env:LOCALAPPDATA\csx\csx.exe" version. For macOS / Linux and installation details, or MCP client setup, continue below.
CodeSampleX is an open compatibility testing network for developer libraries, runtimes and toolchains. It does not summarize documentation and it does not collect anecdotes. It records what real builds actually did, in environments recorded rather than assumed — then shows you where things worked, where they broke, and in which environment.
Two things are the asset, and a third is a bonus:
Which is why a miss is not empty. When nothing has been proven for your case the grade stays NO_SAFE_MATCH — and the recorded observations come back with it, as recorded.
CodeSampleX is no longer just a search command. The shipped product now exposes several surfaces, all backed by the same evidence model:
| Surface | Current role |
|---|---|
| Compatibility | browse recorded compatibility by package, version, symbol and environment |
| Dependencies | reverse dependency atlas: which recorded parent releases pulled a dependency release; an edge is not a compatibility verdict |
| Gaps | completeness census across Sample / Evidence / Dependency, replacing the old website Wanted ranking |
| Findings | measured contradictions and version/environment boundaries backed by reproducible samples |
| Features | zero-install REST quick start, the REST / MCP / CLI capability matrix, the MCP tool contracts and skill.md |
| Samples · Adapters · Stats | verified artifacts, ecosystem capability matrix, and public network rollups |
The CLI is the canonical local interface. csx help is generated from the commands in the binary; this table is pinned to it by a test so a new command cannot silently outgrow the README.
| Command | What it does |
|---|---|
config | read or change local settings |
daemon | run, start, stop, or inspect the background sync daemon |
doctor | diagnose the local install; --fix repairs safe CSX-owned state and verifies again |
hook | enable, disable, inspect, or self-test the automatic build-failure lookup installed into supported coding agents |
init | choose community/local-only mode, configure agents, warm the first cache, and start background sync |
login | sign in with GitHub when you want attributed sample publishing |
mcp | run the stdio MCP server used by agent clients |
mcp-config | print JSON/TOML/path configuration for MCP clients |
run | run a command and record sanitized evidence for public dependencies |
sample | propose, create, preview, verify, publish, remove, list, or review pending clean-room samples |
sample-worker | operate the private authoring work/session handoff lane |
scan | detect public dependencies without running a build |
search | search verified samples graded against the target environment |
stats | show local cache, queue, hit, and adoption counters |
sync | warm compatibility shards and flush queued community uploads (--uploads-only when needed) |
ui | open the local dashboard and privacy preview |
update | securely check, install, inspect, or roll back signed updates |
version | print the installed csx version |
worker | contribute Docker-isolated cross/matrix verification work |
The network also installs an optional build-failure hook into supported coding agents. When an agent's shell build fails, the hook classifies the failing build step, sanitizes the error locally, searches CodeSampleX, and stays silent on a miss or unrelated command. csx hook status shows what is installed; csx hook check proves the registered hook path with a throwaway failing build.
CodeSampleX exposes a public REST surface for agents, browsers and scripts. Every answer the site renders is a plain HTTPS request away — no key, no account, no client library, readable from any origin. Install the CLI only when you want local execution capture, the automatic failed-build hook, publishing or worker capabilities.
One request, real production JSON — copy it as it is:
curl 'https://codesamplex.dev/v2/search?package=pkg:npm/axios&symbol=axios.post&os=linux&runtime=node&runtimeVersion=22'
The answer carries a grade, and every result names which environment dimensions matched (exact[]) and which did not (different[]). A miss is spelled grade: "NO_SAFE_MATCH" — a real answer, not a failure to answer. A generic web-capable agent reads the whole contract from https://codesamplex.dev/skill.md; docs/rest.md is the same quick start for a person.
The three doors compared. Every mark is checked against the router and the command list by a test, and the Features page draws the same table:
| Capability | Web REST (no install) | MCP | CLI installed |
|---|---|---|---|
| Search verified samples, graded against an environment | ✅ | ✅ | ✅ |
| Compatibility lookup by package, version, symbol and environment | ✅ | ✅ | ⚠️ csx search grades against the synced shards; there is no explain command |
| Read one sample's manifest, receipts and files | ✅ | ✅ | ⚠️ through csx search --json; no dedicated sample read command |
| Read the findings collection | ✅ | ❌ web and REST only | ❌ web and REST only |
| Read gaps, wanted and public stats | ✅ | ❌ | ⚠️ csx stats shows local counters only |
| Use from a browser, a cloud agent or a script | ✅ | ⚠️ the agent's MCP host must run csx locally | ❌ a local binary |
| Zero-install use | ✅ | ⚠️ the MCP server is the csx binary; the client host must have csx installed | ❌ |
| Detect the local project and environment automatically | ❌ | ⚠️ only what the local csx behind the MCP host can see | ✅ |
| Run the real local build or test | ❌ | ⚠️ run_observed_command runs it through the local csx | ✅ |
| Capture sanitized, structured execution evidence | ❌ | ⚠️ only through the local csx the MCP host runs | ✅ |
| File an unsigned execution footprint | ✅ | ❌ files correlated adoption evidence instead | ❌ files correlated adoption evidence instead |
| Automatic failed-build lookup hook | ❌ | ❌ | ✅ |
| Background sync and offline cache | ❌ | ❌ | ✅ |
| Privacy preview before anything is uploaded | ❌ | ❌ | ✅ |
| Publish a verified sample | ❌ | ❌ deliberately no publish tool | ✅ a person confirms at the CLI |
| Worker and matrix verification | ❌ | ❌ | ✅ |
| Signed verification receipts (ed25519, from the worker) | ❌ | ❌ | ✅ |
REST reads the network. The CLI lets the network observe reality. MCP is an adapter on the CLI: csx mcp is the csx binary itself, so an MCP client on a host without csx has no server to talk to.
Every result is tied to the environment that produced it, so the same data can be pivoted into version × symbol, OS × runtime, version × architecture, browser/runtime, libc, and other recorded dimensions. Use the live compatibility explorer or a package page such as pgx/v5 for current counts; the README deliberately does not freeze live network numbers into a dated screenshot. The shape below is illustrative only:
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