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)
Read-only-first OpenStack inspection: servers, images, volumes, networks, Keystone catalog.
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。
OS_AUTH_URL, OS_USERNAME, OS_PASSWORD, OS_USER_DOMAIN_NAME, OS_PROJECT_ID, OS_APPLICATION_CREDENTIAL_ID, OS_APPLICATION_CREDENTIAL_SECRET, OS_REGION_NAME, OPENSTACK_MCP_PROJECT_IDS, OPENSTACK_MCP_CACERT_PEM标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"openstack": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"OS_AUTH_URL",
"-e",
"OS_USERNAME",
"-e",
"OS_PASSWORD",
"-e",
"OS_USER_DOMAIN_NAME",
"-e",
"OS_PROJECT_ID",
"-e",
"OS_APPLICATION_CREDENTIAL_ID",
"-e",
"OS_APPLICATION_CREDENTIAL_SECRET",
"-e",
"OS_REGION_NAME",
"-e",
"OPENSTACK_MCP_PROJECT_IDS",
"-e",
"OPENSTACK_MCP_CACERT_PEM",
"ghcr.io/oomchiller/openstack-mcp-server:0.1.2"
],
"env": {
"OS_AUTH_URL": "your-value",
"OS_USERNAME": "your-value",
"OS_PASSWORD": "your-value",
"OS_USER_DOMAIN_NAME": "your-value",
"OS_PROJECT_ID": "your-value",
"OS_APPLICATION_CREDENTIAL_ID": "your-value",
"OS_APPLICATION_CREDENTIAL_SECRET": "your-value",
"OS_REGION_NAME": "your-value",
"OPENSTACK_MCP_PROJECT_IDS": "your-value",
"OPENSTACK_MCP_CACERT_PEM": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add openstack --env OS_AUTH_URL=your-value --env OS_USERNAME=your-value --env OS_PASSWORD=your-value --env OS_USER_DOMAIN_NAME=your-value --env OS_PROJECT_ID=your-value --env OS_APPLICATION_CREDENTIAL_ID=your-value --env OS_APPLICATION_CREDENTIAL_SECRET=your-value --env OS_REGION_NAME=your-value --env OPENSTACK_MCP_PROJECT_IDS=your-value --env OPENSTACK_MCP_CACERT_PEM=your-value -- docker run -i --rm -e OS_AUTH_URL -e OS_USERNAME -e OS_PASSWORD -e OS_USER_DOMAIN_NAME -e OS_PROJECT_ID -e OS_APPLICATION_CREDENTIAL_ID -e OS_APPLICATION_CREDENTIAL_SECRET -e OS_REGION_NAME -e OPENSTACK_MCP_PROJECT_IDS -e OPENSTACK_MCP_CACERT_PEM ghcr.io/oomchiller/openstack-mcp-server:0.1.2运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"openstack": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"OS_AUTH_URL",
"-e",
"OS_USERNAME",
"-e",
"OS_PASSWORD",
"-e",
"OS_USER_DOMAIN_NAME",
"-e",
"OS_PROJECT_ID",
"-e",
"OS_APPLICATION_CREDENTIAL_ID",
"-e",
"OS_APPLICATION_CREDENTIAL_SECRET",
"-e",
"OS_REGION_NAME",
"-e",
"OPENSTACK_MCP_PROJECT_IDS",
"-e",
"OPENSTACK_MCP_CACERT_PEM",
"ghcr.io/oomchiller/openstack-mcp-server:0.1.2"
],
"env": {
"OS_AUTH_URL": "your-value",
"OS_USERNAME": "your-value",
"OS_PASSWORD": "your-value",
"OS_USER_DOMAIN_NAME": "your-value",
"OS_PROJECT_ID": "your-value",
"OS_APPLICATION_CREDENTIAL_ID": "your-value",
"OS_APPLICATION_CREDENTIAL_SECRET": "your-value",
"OS_REGION_NAME": "your-value",
"OPENSTACK_MCP_PROJECT_IDS": "your-value",
"OPENSTACK_MCP_CACERT_PEM": "your-value"
}
}
}
}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。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"openstack": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"OS_AUTH_URL",
"-e",
"OS_USERNAME",
"-e",
"OS_PASSWORD",
"-e",
"OS_USER_DOMAIN_NAME",
"-e",
"OS_PROJECT_ID",
"-e",
"OS_APPLICATION_CREDENTIAL_ID",
"-e",
"OS_APPLICATION_CREDENTIAL_SECRET",
"-e",
"OS_REGION_NAME",
"-e",
"OPENSTACK_MCP_PROJECT_IDS",
"-e",
"OPENSTACK_MCP_CACERT_PEM",
"ghcr.io/oomchiller/openstack-mcp-server:0.1.2"
],
"env": {
"OS_AUTH_URL": "your-value",
"OS_USERNAME": "your-value",
"OS_PASSWORD": "your-value",
"OS_USER_DOMAIN_NAME": "your-value",
"OS_PROJECT_ID": "your-value",
"OS_APPLICATION_CREDENTIAL_ID": "your-value",
"OS_APPLICATION_CREDENTIAL_SECRET": "your-value",
"OS_REGION_NAME": "your-value",
"OPENSTACK_MCP_PROJECT_IDS": "your-value",
"OPENSTACK_MCP_CACERT_PEM": "your-value"
}
}
}
}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。
OS_USERNAME envOS_USER_DOMAIN_NAME envOS_PROJECT_ID envOS_APPLICATION_CREDENTIAL_ID envOS_REGION_NAME envOPENSTACK_MCP_PROJECT_IDS envOPENSTACK_MCP_CACERT_PEM env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6日
注册名称已通过 GitHub 账户 oomchiller 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。
你需要填写:OS_AUTH_URL, OS_PASSWORD, OS_APPLICATION_CREDENTIAL_SECRET
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(0.1.2)于前天进入注册中心。
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 Docker。
同一分类中有:Spec Driven Development, Remote Desktop Commander, FOGA node
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.
A Finch OG Agent cell as an MCP server: read the world, dry-run and take ERC-8414 tenders by policy.
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。
Community project, not affiliated with OpenStack/OpenInfra Foundation.
A Model Context Protocol server that lets AI assistants inspect OpenStack clouds. It is read-only by default, bounded in what it returns, and configured entirely through OpenStack's own settings and environment variables, so it runs unchanged as a local process or a container.
flowchart LR
AI[MCP client] <-->|stdio / Streamable HTTP| Server[openstack-mcp-server] Server <-->|openstacksdk| Cloud[OpenStack APIs]
get_scope.limit, complete and next_marker; results are typed (outputSchema, structuredContent) and capped in size.isError results with a category and an action, without SDK messages, URLs or tokens.The read-only mode is a convenience. The security boundary is the Keystone role of the identity you configure; see SECURITY.md.
The server is listed in the MCP Registry as io.github.oomchiller/openstack-mcp-server; registry-aware clients can install it from there. Manual setup:
docker run --rm -i \
-e OS_AUTH_URL=https://keystone.example.com:5000/v3 \ -e OS_USERNAME=mcp-reader -e OS_PASSWORD \ -e OS_USER_DOMAIN_NAME=Default -e OS_PROJECT_ID=0123456789abcdef0123456789abcdef \ -e OS_REGION_NAME=RegionOne \ ghcr.io/oomchiller/openstack-mcp-server@sha256:
Pin the image by digest; release digests are listed on the releases page. For a private CA, pass the certificate text in OPENSTACK_MCP_CACERT_PEM.
{
"mcpServers": { "openstack": { "command": "uvx", "args": ["--from", "git+https://github.com/oomchiller/openstack-mcp-server@v0.1.2", "openstack-mcp-server"], "env": { "OS_CLOUD": "mycloud" } } } }
clouds.yaml is found the usual way (OS_CLIENT_CONFIG_FILE, ./clouds.yaml, ~/.config/openstack/clouds.yaml, /etc/openstack/).
Credentials come from openstacksdk: OS_CLOUD with clouds.yaml, or OS_* variables (password or application credentials). Server behaviour:
| Variable | Default | Meaning |
|---|---|---|
OPENSTACK_MCP_MODE | readonly | readonly or admin. |
OPENSTACK_MCP_ENABLE_WRITE_TOOLS | false | With admin, registers write tools. |
OPENSTACK_MCP_PROJECT_IDS | empty | Comma-separated project IDs the server may use; the first is the default. |
OPENSTACK_MCP_DEFAULT_LIMIT | 50 | Items per list call when limit is omitted. |
OPENSTACK_MCP_MAX_LIMIT | 100 | Largest accepted limit (up to 1000). |
OPENSTACK_MCP_MAX_RESPONSE_BYTES | 524288 | Largest result; larger ones fail with response_too_large. |
OPENSTACK_MCP_API_TIMEOUT | 10 | Seconds per OpenStack request; no retries. |
OPENSTACK_MCP_CACERT_PEM | unset | CA bundle as PEM text; takes precedence over OS_CACERT. |
OPENSTACK_MCP_ALLOW_INSECURE | false | Allow verify: false or an http:// auth URL. |
OPENSTACK_MCP_ENABLE_PROMPTS | true | Register the prompt. |
OPENSTACK_MCP_ENABLE_RESOURCES | true | Register openstack://scope. |
OPENSTACK_MCP_TRANSPORT | stdio | stdio or streamable-http. |
OPENSTACK_MCP_HTTP_HOST / _PORT | 127.0.0.1 / 8000 | HTTP bind; path /mcp. |
OPENSTACK_MCP_HTTP_ALLOW_REMOTE | false | Allow a non-loopback HTTP bind. The HTTP transport has no authentication. |
OPENSTACK_MCP_LOG_LEVEL | WARNING | stderr log level. SDK loggers stay at CRITICAL. |
An invalid OPENSTACK_MCP_* value stops the server with exit code 2 and names the variable. Missing credentials do not: the server starts, and cloud tools return [not_configured].
Gateways that run several instances of this server and do not prefix prompt names or resource URIs (Docker MCP Gateway) should set OPENSTACK_MCP_ENABLE_PROMPTS=false and OPENSTACK_MCP_ENABLE_RESOURCES=false.
| Group | Tools |
|---|---|
| Scope | get_scope |
| Compute | list_servers, get_server, list_flavors |
| Image | list_images, get_image |
| Block storage | list_volumes, get_volume, list_volume_attachments, get_volume_attachment |
| Network | list_networks, get_network, list_subnets, get_subnet, list_ports, get_port, list_floating_ips, list_routers, get_router, list_router_interfaces, list_security_groups, get_security_group |
| Identity | list_regions, list_domains, list_projects, list_services, list_endpoints |
| Service inventory | list_hypervisors, list_compute_services, list_aggregates, list_network_agents, list_volume_services |
Identity and service inventory usually need more than a project reader role; such calls fail with [forbidden] rather than returning empty lists.
With OPENSTACK_MCP_MODE=admin and OPENSTACK_MCP_ENABLE_WRITE_TOOLS=true, 31 experimental write tools are added (servers, volumes, images, networks, subnets, ports, floating IPs, routers, security groups). See docs/SPEC.md for the full behaviour.
uv sync --locked
uv run pytest --cov uv run ruff check . && uv run ruff format --check . uv run mypy src tests
See CONTRIBUTING.md, ARCHITECTURE.md and DECISIONS.md.
Apache License 2.0; see LICENSE. Parts of the code started in openstack-kr/python-openstackmcp-server; see NOTICE.