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)
Translate Python between English keywords and your language, with round-trip verification.
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。
LEGESHER_MCP_LOG_LEVEL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。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"legesher": {
"command": "uvx",
"args": [
"legesher-mcp"
],
"env": {
"LEGESHER_MCP_LOG_LEVEL": "your-value"
}
}
}
}ターミナルでこれを実行します
claude mcp add legesher --env LEGESHER_MCP_LOG_LEVEL=your-value -- uvx legesher-mcp動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"legesher": {
"command": "uvx",
"args": [
"legesher-mcp"
],
"env": {
"LEGESHER_MCP_LOG_LEVEL": "your-value"
}
}
}
}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": {
"legesher": {
"type": "stdio",
"command": "uvx",
"args": [
"legesher-mcp"
],
"env": {
"LEGESHER_MCP_LOG_LEVEL": "your-value"
}
}
}
}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。
LEGESHER_MCP_LOG_LEVEL env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7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 legesher 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(0.3.0)がレジストリに届いたのは3 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Python (uv)も必要です。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, sync. labs
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.
Lipsync videos, dub them into other languages, make talking videos and open sync. Studio.
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。
The Legesher Model Context Protocol server: the engine's translation capability inside every MCP-capable client — Claude, IDE assistants, agent frameworks — as six coarse, task-shaped tools.
Using the MCP server is free forever (Apache-2.0). The local server runs entirely against the locally installed Legesher engine: it needs no account, and every tool call is served locally. Optional usage telemetry is planned and will be off unless you turn it on; the Privacy section below says exactly what it would send. Some capabilities require a Legesher account on the hosted instance. What the server does is defined by this open package and nothing else.
| Tool | What it does |
|---|---|
translate_to_native | Translate Python source into your natural language. Accepts complete files and fragments alike — no separate snippet mode. |
translate_to_source | Translate native-language code back to English-keyword Python — the form the interpreter, the toolchain, and upstream collaborators use. |
explain_in_language | Return the *engine facts* an assistant needs to explain code in your language: construct-by-construct keyword mappings, a static validation result, and (optionally) the translated source. The model writes the prose; the tool never does. |
lookup_keyword_mapping | Quick-reference lookup: how do specific terms (or the full mapping) render in a language. |
map_existing_codebase | The legibility report: given a set of files, what would translating this codebase into a language look like — per-file coverage, unmapped constructs, and optionally the translated files. |
validate_identifier_translations | Check proposed identifier translations before recording them: malformed identifiers, unsafe text, names the pack has reserved, drift (one concept, two terms) and collision (two concepts, one term) — against both your existing glossary and the rest of the batch. Comparison is NFKC+casefold, so case variants and decomposed forms count as the same term. Returns the conflict-free subset, NFC-normalized and ready to record. |
Notes on shape, straight from the design:
pivoted: true rather than failing.compile(), never exec() — submitted code is parsed, never executed.unsupported_language, language_pack_not_found, invalid_source) and a generic message: no stack traces, no filesystem paths, no echoed source.| URI | Contents |
|---|---|
legesher://languages | The language catalog with pack availability. |
legesher://languages/{lang}/terms | The full term dictionary (keywords, builtins, exceptions, reserved words) for one language, at the default Python version. |
legesher://languages/{lang}/terms/{python_version} | The same dictionary pinned to a Python version, for callers on a grammar other than the default. |
explain-in — scaffolds "explain the selected code in {language}", steering the model to explain_in_language first and keeping engine facts distinct from narration.translate-review — walks a source/translated pair: translate, validate, then summarize what changed and what did not map.legibility-report — drives map_existing_codebase over pasted files and renders the coverage report as a stakeholder-readable summary.The server needs the Legesher engine. Every language pack ships inside legesher-i18n, so nothing else is installed:
# The server (pulls legesher-core and legesher-i18n, packs included)
uvx legesher-mcp
Inside the monorepo workspace every shipped pack is already installed:
uv run legesher-mcp
The server is quiet by default (log level WARNING). For troubleshooting, set LEGESHER_MCP_LOG_LEVEL (DEBUG, INFO, WARNING, ERROR, CRITICAL); unrecognized values fall back to the quiet default. GUI clients do not run your shell, so the variable has to go in the client's own config — every block below shows where.
claude_desktop_config.json (Settings → Developer → Edit Config):
{
"mcpServers": { "legesher": { "command": "uvx", "args": ["legesher-mcp"], "env": { "LEGESHER_MCP_LOG_LEVEL": "DEBUG" } } } }
claude mcp add legesher -- uvx legesher-mcp
claude mcp add legesher --env LEGESHER_MCP_LOG_LEVEL=DEBUG -- uvx legesher-mcp
.cursor/mcp.json (project) or ~/.cursor/mcp.json (global):
{
"mcpServers": { "legesher": { "command": "uvx", "args": ["legesher-mcp"], "env": { "LEGESHER_MCP_LOG_LEVEL": "DEBUG" } } } }
.vscode/mcp.json (workspace) or the user-level mcp.json (Command Palette: *MCP: Open User Configuration*):
{
"servers": { "legesher": { "type": "stdio", "command": "uvx", "args": ["legesher-mcp"], "env": { "LEGESHER_MCP_LOG_LEVEL": "DEBUG" } } } }
settings.json → context_servers:
{
"context_servers": { "legesher": { "command": { "path": "uvx", "args": ["legesher-mcp"], "env": { "LEGESHER_MCP_LOG_LEVEL": "DEBUG" } } } } }
The env block is optional in every case — drop it to keep the quiet default.
stdio is the default and what every client config above spawns. The same server also speaks the MCP streamable HTTP transport, for running it as a long-lived local service or on a machine you control:
legesher-mcp --transport streamable-http # 127.0.0.1:8000/mcp
legesher-mcp --transport streamable-http --port 9000 legesher-mcp --transport streamable-http --host 192.0.2.7
The posture, deliberately:
--host defaults to 127.0.0.1, and wildcard binds (0.0.0.0, ::) are refused: this entry ships no authentication, so it binds exactly one interface you name. To serve beyond a machine you trust end to end, put your own auth in front (below).application/json, not SSE.Origin header are unaffected.Embedding instead of running: legesher_mcp.server.create_server() builds the complete server from a Backend and an entitlement gate, and create_http_app() returns it as an ASGI app to mount behind your own middleware (TLS, auth, request context for the gate — see legesher_mcp.gate.request_context). The gate is default-open: no deployment code here installs one, gated tools always stay listed, and an unentitled call answers with an actionable message rather than an opaque failure. validate_identifier_translations is permanently free by construction.
The server is the deterministic half; two shipped artifacts carry the policy and playbook half for agent sessions:
AGENTS.md, fill in the declared language, and every AGENTS.md-reading agent (Codex, Cursor, Claude Code, Antigravity, Windsurf) picks up the same eight rules: write natively, never hand-translate keywords, one-concept-one-term naming via the project glossary, and the byte-identical round-trip guarantee. The file is the *declaration*; long sessions evict rules files from context, which is exactly why the deterministic tools — not the file — are the *guarantee*..claude/skills/. Skills carry the *stable* playbook; the MCP server stays the live surface — that split is deliberate.LEGESHER_MCP_TELEMETRY=on in the server's environment (the env block or --env flag of your client config, as in the examples above).DO_NOT_TRACK=1 or LEGESHER_TELEMETRY_DISABLED=1 always wins and overrides every other setting.map_existing_codebase are report labels — echoed back to you, never logged, never used to touch the filesystem. This is why validate_identifier_translations takes your glossary as *content* and hands back the accepted entries rather than saving them: recording is yours to do, whether that is .legesher/identifier_map.json in your repo or the legesher CLI, which already maintains that file. A durable glossary that outlives the session and is shared across repos and teammates is a system of record, and belongs behind the hosted API — not in a local subprocess.readOnlyHint: true, idempotentHint: true, destructiveHint: false, openWorldHint: false. Clients that read the hints (Claude Code among them) can reduce or skip approval prompts, because no tool call writes a file, executes submitted code (validation is compile() only), or opens a socket. A surface-lock test asserts the annotations, so a future tool that *does* any of those has to change them deliberately.cd libs/mcp
uv run pytest # the per-commit suite (every tool, through MCP) uv run pytest -m scheduled # release-tier: all-packs sweep + wheel spawn uv run ruff check . # lint uv run mypy legesher_mcp # types
Two test tiers. The default run exercises every tool through a real MCP client session and stays fast. The scheduled tier is excluded from it and run before a release:
tests/test_roundtrip_sweep.py, so a fix announces itself.冒頭だけを表示しています。続きはリポジトリで読めます