Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Compile and run Omega (.om) programs in a sandbox, and look up Omega errors and keywords.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
链接指向作者自己的文件;我们不托管也不重新打包它。打开文件后,Claude Desktop 会进行安装。
在终端中运行这条命令
浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 aien-dev 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.1.0)于10天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 MCPB。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Foliosio
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间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.
Read your support inbox, tag conversations and save draft replies from your AI agent. Never sends.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
An MCP server, written in Omega, that lets an agent compile and run Omega (.om) programs with the pinned seeded compiler and look up the language. It speaks MCP (protocol version 2025-06-18) as newline-delimited JSON-RPC 2.0 over stdio.
Pin: omega-mv f4df82394e35893dcf1354dda69a2fe028d94bc1, omc sha256 3ad9f10f64309e7acf8a725082b28e23a2a4aeb07e98322fb4dc0fcd8fc93194. build.sh refuses any other compiler, and the server checks the sha256 of its compiler again at start-up.
| Tool | Arguments | Result |
|---|---|---|
compile | source | ok, binary size and sha256, or the compile error {line, code, meaning, fix} |
run | source, stdin, timeout_ms (1..30000, default 5000) | compile result, capped stdout/stderr, and the exit: normal, trap (with its meaning), or the limit that stopped it (cpu_time, file_size, wall_clock, killed) |
explain_error | query: an error code 1..30, an omc: line N: error K line, trap T, or an exit status 101..114 | meaning, cause, fix, a minimal example and citations into omega-mv@f4df8239 |
lookup | query: a keyword or topic, or a substring | the entry (form, arity, types, result, example, citations), or up to 20 search hits |
A compile diagnostic is a successful tool result (isError: false); isError is true when nothing could be run (sandbox failure, a refused compile stage) or when explain/lookup found no entry. Bad arguments are JSON-RPC errors (-32602).
Each compile and run stage gets a fresh /tmp/omega-mcp-<16 hex> directory (mode 0700, removed after the reply) and runs under bwrap --unshare-all --clearenv. The sandbox sees only the compiler or the program (read-only), its in-sandbox reaper, the stage's own stdin file (/i, read-only) and stdout/stderr files (/o, /e), and a 16 MiB tmpfs working directory: no network, no other host files, an empty environment. prlimit applies the resource limits to the sandbox before it starts, and the server kills the whole sandbox at the wall clock. Since omega-mv #970, execprog closes every descriptor at or above 3, so bwrap gets its block, info and status pipes on fds 0..2 and the reaper opens the bound stage files onto fds 0..2 of the program; the program holds no other descriptor.
| Stage | CPU | Address space | File size | Processes | Wall clock |
|---|---|---|---|---|---|
| run | 10 s | 256 MiB | 1 MiB | 5 | timeout_ms (default 5 s, max 30 s) |
| compile | 20 s | 512 MiB | 16 MiB | 4 | 20 s |
Both stages also get 64 open files and no core dumps. --test-only-no-isolation turns all of this off and exists only so the trust gate can prove it detects an escape; never give it to an agent.
OMEGA_SRC=/path/to/omega-mv ./build.sh # omega-mv checkout at f4df8239 with seed/out/omc built
build/omega-mcp # reads JSON-RPC on stdin; logs one line per request on stderr
The server loads data/reference.json and data/examples/ from beside its executable. Start-up exit codes: 2 bad arguments, 3 compiler not the pin, 4 data missing, 5 bwrap/prlimit missing. mcp.json is an example client configuration; point its command at your build/omega-mcp.
python3 gates/smoke.py # MCP client session; transcript in evidence/smoke-transcript.jsonl
python3 gates/trust.py # trust boundary: 4 attacks plus negative controls; evidence/trust-gate.json python3 tools/check-reference.py --omega-src $OMEGA_SRC --omc $OMEGA_SRC/seed/out/omc --self-test
trust.py sends, through the run tool, a read of a canary under ~/.local/state, a fork bomb, an infinite loop and a 10 GiB write, and requires each to be refused or killed with no process left behind. A second server started with --test-only-no-isolation runs bounded versions of the same attacks and must see them succeed, so a gate that cannot see an escape fails. check-reference.py re-derives every keyword, error and trap entry from the pinned source, compiles and runs every example with the pinned omc, and runs three negative controls.
These gates are host evidence on Linux arm64 (bubblewrap 0.9.0, util-linux 2.39.3); they say nothing about other kernels or about a sandbox configuration other than the one in src/sandbox.om. .github/workflows/gates.yml runs the same three gates on every pull request and push to main, on a GitHub-hosted Ubuntu 24.04 arm64 runner with the compiler born from the seed at the pin.
src/*.om: the server (src/UNITS lists the concatenation order; build.sh builds it)vendor/omega-mv/: sha256 and JSON units copied unchanged from omega-mv@f4df8239data/: reference data and example programs, written by tools/gen-reference.py and checked by tools/check-reference.pygates/, evidence/: verification oracles and their recorded resultsDEPENDENCIES.md: every host tool in the build, runtime and verification pathsLicense: Apache-2.0 (see LICENSE and NOTICE).
Development follows Human-Directed Agentic Engineering (HDAE): humans define goals, architecture, constraints, acceptance criteria, and stopping points; agents implement, execute checks, diagnose failures, and revise within those boundaries. Human review retains responsibility for claims, acceptance, and release decisions. This describes the development method, not a change to runtime autonomy or historical evidence.
For the documented method and a systems-software case study, see Gregory M. Kurtzer (2026), *Ginux: Building an Independent Kernel That Runs Linux Userspace through Human-Directed Agentic Engineering*, technical report, v1, Zenodo, https://doi.org/10.5281/zenodo.23682548.