Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Wraps the WorkspaceGuard CLI as a single generic MCP tool for workspace usage checks.
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": {
"workspaceguard": {
"command": "uvx",
"args": [
"workspaceguard-cli",
"workspaceguard-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add workspaceguard -- uvx workspaceguard-cli workspaceguard-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"workspaceguard": {
"command": "uvx",
"args": [
"workspaceguard-cli",
"workspaceguard-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": {
"workspaceguard": {
"type": "stdio",
"command": "uvx",
"args": [
"workspaceguard-cli",
"workspaceguard-mcp"
]
}
}
}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 7일 점검
레지스트리 이름이 GitHub 계정 RudrenduPaul 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(0.1.6)은 3개월 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, MCP Server Autocad Lisp Helper
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.
High-precision static analysis and debug server for AutoCAD AutoLISP (.lsp) files.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Install • Quickstart • CLI Reference • Comparison • FAQ
Per-workspace usage metering and fail-closed quota caps for one shared self-hosted AI assistant deployment (Odysseus or a compatible backend).
Run Odysseus (or a compatible self-hosted assistant) for your household or small team and there's no way to see who sent how many messages this month, or to stop one person's usage from burning through everyone else's API budget. WorkspaceGuard is a sidecar that adds that layer: per-workspace message counts, an optional monthly cap that fails closed, and a CLI (or JSON) report an admin or another agent can read.
npx workspaceguard-cli usage
-> alex [alex@example.com]: 812 messages this period, cap 1000 (81%) -> jordan [jordan@example.com]: 203 messages this period, cap unlimited
npm install -g workspaceguard-cli
Or run it without installing:
npx workspaceguard-cli usage
The package is workspaceguard-cli; the command it installs is workspaceguard. A genuine, independent Python port with the same CLI surface and --json shapes is published separately as workspaceguard-cli on PyPI (pip install workspaceguard-cli, see python/).
# Register the workspaces sharing one deployment (identity = the header value
workspaceguard add-workspace alex --identity alex@example.com workspaceguard add-workspace jordan --identity jordan@example.com
workspaceguard set-cap alex 1000
workspaceguard usage
Real output from a fresh install:
-> alex [alex@example.com]: 0 messages this period, cap 1000 (0%)
-> jordan [jordan@example.com]: 0 messages this period, cap unlimited
chat() entry point increments a per-workspace, per-month counter (src/core/usage.ts), isolated so one workspace's usage never leaks into another's.QuotaExceededError before the backend is ever called. If the usage store is corrupted or unreadable, WorkspaceGuard blocks requests instead of silently resetting everyone's count to zero (see CHANGELOG.md).workspaceguard usage --json returns structured output an orchestrator can parse directly, no screen-scraping.workspaceguard rotate-key re-encrypts a workspace's secrets under a new key and invalidates the old ciphertext.chat() in src/core/isolation-guard.ts is the single place every request flows through: resolve workspace, check quota, call backend, record usage.Every command accepts --json for a structured, agent-native output shape instead of the human-readable text shown below.
| Command | What it does |
|---|---|
workspaceguard init | Initializes the data directory and vault for this deployment. |
workspaceguard add-workspace --identity | Registers a workspace, idempotent on repeat calls for the same id. --identity is parsed positionally and must immediately follow ; it is not a free-standing flag. |
workspaceguard status [--json] | Lists configured workspaces. |
workspaceguard usage [--json] | Per-workspace message count, cap, and percent-used for the current month. |
workspaceguard set-cap | Sets or clears a workspace's monthly message cap. |
workspaceguard rotate-key | Rotates a workspace's vault encryption key (invalidates the old ciphertext). |
workspaceguard scan [--json] | Isolation config scan (scaffold stub, carried over from the original build; always returns an empty finding list today). |
workspaceguard -h, --help | Prints the command list above and exits 0. |
workspaceguard -V, --version | Prints the installed package version and exits 0. |
| Option | What it does |
|---|---|
--data-dir | Data directory for config, vault, and usage data. Takes precedence over WORKSPACEGUARD_DATA_DIR. |
--force | init only: regenerate the master key even if an existing key file at the resolved data dir looks corrupted or truncated. |
--json | Structured, agent-native output instead of human-readable text. |
[!WARNING]
--forcepermanently invalidates anything already encrypted under the old master key. Only use it when the existing key file is confirmed unrecoverable.
Data directory resolution, in order: --data-dir flag, then WORKSPACEGUARD_DATA_DIR env var, then ~/.workspaceguard. This used to default to the current working directory with no override -- running init from the wrong shell could silently write a live encryption key into an unrelated directory. init on an existing, valid key is idempotent (it loads and reuses that key); init on a key file that exists but doesn't decode to a valid key refuses to overwrite it without --force.
$ workspaceguard usage --json
{"ok":true,"usage":[{"workspaceId":"alex","identity":"alex@example.com","monthlyMessageCap":1000,"percentUsed":81,"period":"2026-07","messageCount":812,"estimatedBytes":48213}]}
The --json mode is what makes this agent-native rather than just human-convenient: an orchestrator or monitoring agent can call workspaceguard usage --json and parse the result directly instead of scraping terminal output.
import { createWorkspaceGuard, MockAdapter, QuotaExceededError } from "workspaceguard-cli";
const guard = await createWorkspaceGuard({ dataDir: "./data", backend: new MockAdapter() }); await guard.addWorkspace("alex", "alex@example.com"); await guard.setCap("alex", 1000);
try { await guard.chat("alex@example.com", "hello"); } catch (err) { if (err instanceof QuotaExceededError) { // alex is over their monthly cap } }
const report = await guard.usageReport();
The Python port exposes the same shape: from workspaceguard import create_workspace_guard, MockAdapter, QuotaExceededError.
WorkspaceGuard's Python distribution ships a Model Context Protocol server, so an MCP-compatible agent (Claude Desktop, Claude Code, an orchestrator) can call WorkspaceGuard directly as a tool instead of shelling out to the CLI and parsing text.
pip install "workspaceguard-cli[mcp]"
It exposes one tool, run, a generic subprocess wrapper: pass it the same argument list you'd pass on the command line, and it shells out to the installed workspaceguard binary, parses the resulting JSON, and returns it. Every failure mode (missing binary, launch error, timeout, non-zero exit, unparseable output) comes back as a plain {"error": ...} dict instead of raising, so a bad call can't crash the server.
run(args=["usage", "--json"])
To register it with an MCP-compatible client such as Claude Desktop, add it to the client's server config:
{
"mcpServers": { "workspaceguard": { "command": "workspaceguard-mcp" } } }
This assumes workspaceguard-mcp is already on PATH (installed via the mcp extra above). If you installed it somewhere else, replace "command" with the full path to the console script.
WorkspaceGuard is a sidecar, not a competing product. It sits in front of an Odysseus deployment (or a compatible backend) and adds the one layer that backend doesn't provide.
| Capability | WorkspaceGuard | Odysseus (native) |
|---|---|---|
| Per-user isolation (chat history, memory, API keys) | Not reimplemented; treated as already solved | Yes, built in by default |
| Per-workspace message counting | Yes | No |
| Monthly quota caps, fail-closed | Yes | No |
CLI / --json usage report | Yes | No |
| License | MIT | AGPL-3.0 |
This project originally set out to add per-user workspace isolation (separate chat history, memory, API keys) to a self-hosted AI chat platform. A feasibility spike found that Odysseus already enforces per-user ownership on chat history, memory, and API tokens by default, so building a competing isolation layer would have duplicated work Odysseus already does correctly.
WorkspaceGuard instead keeps its tested isolation engine (namespace separation, an AES-256-GCM vault with real key rotation, fail-closed identity resolution, a self-healing circuit breaker) as the identity-resolution substrate, and builds the layer Odysseus doesn't provide: usage metering and quota enforcement per workspace.
Free tier (this repo, MIT): per-workspace message counting, monthly cap enforcement, a CLI/JSON usage report. Not in this repo: a hosted, multi-tenant billing dashboard is a separate, closed-source product, mentioned here only as a roadmap item and never merged into this MIT codebase.
src/core/isolation-guard.ts -- the single choke point (chat()) every request flows through: resolve workspace, check quota, call backend, record usage.src/core/usage.ts -- the usage-metering engine this project adds: per-workspace, per-month counters with automatic period rollover, and QuotaExceededError enforcement.src/core/vault.ts, src/core/namespace.ts, src/core/circuit-breaker.ts -- the original isolation-engine code, kept as the identity and workspace-boundary substrate the metering layer reads from.src/adapters/ -- the BackendAdapter interface. MockAdapter is the only implementation today; a real Odysseus HTTP adapter has not been built yet.Backend-specific behavior never enters src/core/ directly. Everything goes through BackendAdapter.
WorkspaceGuard trusts an upstream identity header (default: Cf-Access-Authenticated-User-Email) to resolve the workspace.
[!WARNING]
This service must never be directly reachable from the network. Only r
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