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)
Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration
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 …”。
适用于网页版、桌面版和手机版 Claude:
https://{studio}-{game}.prod.gamingservices.accelbyte.io/mcp/{studio}-{game}地址中有只有你知道的 {…} 部分(例如你的账户),请复制后自行填写。
在终端中运行这条命令
claude mcp add --transport http ags-api 'https://{studio}-{game}.prod.gamingservices.accelbyte.io/mcp/{studio}-{game}'地址中有只有你知道的 {…} 部分(例如你的账户),请复制后自行填写。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"ags-api": {
"url": "https://{studio}-{game}.prod.gamingservices.accelbyte.io/mcp/{studio}-{game}"
}
}
}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。
地址中有只有你知道的 {…} 部分(例如你的账户),请复制后自行填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"ags-api": {
"type": "http",
"url": "https://{studio}-{game}.prod.gamingservices.accelbyte.io/mcp/{studio}-{game}"
}
}
}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。
ChatGPT 只能连接互联网上的服务器:
https://{studio}-{game}.prod.gamingservices.accelbyte.io/mcp/{studio}-{game}地址中有只有你知道的 {…} 部分(例如你的账户),请复制后自行填写。
菜单名称可能因套餐和版本不同而略有差异。
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。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
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 AccelByte 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
这个地址需要填入你自己的账户信息,所以我们无法替你检查
这个地址需要填入你自己的账户信息,所以我们无法替你检查
尚未检查;我们会在检查端点时读取工具列表
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。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(2026.4.0)于4个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, zanadir
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.
Find what a repository's CI is missing, and which security checks cannot fail the build.
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。
A Model Context Protocol (MCP) server that gives AI assistants (VS Code Copilot, Cursor, Claude, Gemini, Antigravity) access to AccelByte Gaming Services (AGS) APIs through OpenAPI integration.
AccelByte hosts the AGS API MCP Server for you — you don't need to install or run anything locally. Just point your AI assistant at your environment's MCP URL and sign in.
Paste this into your AI coding assistant — it will fetch the install guide, ask you a couple of questions, and configure everything for you:
Install the AGS API MCP server for me. Fetch and follow the instructions at
https://raw.githubusercontent.com/AccelByte/ags-api-mcp-server/refs/heads/master/INSTALL.md
Works in VS Code Copilot, Cursor, Claude Code, Antigravity, and Gemini CLI.
Claude Desktop users: The simplest path is Settings → Connectors → Add custom connector (Name:
ags-api, URL: your MCP URL) — no AI installer needed. See Claude Desktop below for the full instructions and the fallback for accounts where workspace policy blocks custom connectors.
If you do want to use the Quick Install prompt above, switch to the Code tab first (Chat and Cowork can't edit your config file).
Prefer to do it yourself? See Manual Install below.
The URL depends on which AGS edition you're on:
| Edition | URL format |
|---|---|
| Public Cloud | https://{studio}.prod.gamingservices.accelbyte.io/mcp/{studio} |
| Private Cloud | https://{domain}/mcp |
{studio} namespace at registration — that one value goes in twice, once as the subdomain and once as the path. Studio admins and game admins use the same URL; your assigned roles decide which namespaces you can reach, not the URL you connect to."Shared Cloud" is the same thing as Public Cloud — older docs and support threads use that name.
Not sure which edition you're on? Check with your AccelByte administrator.
The deployed server uses OAuth 2.0 with PKCE and Dynamic Client Registration (DCR). If your client supports DCR, you can connect to the URL directly. If not — or if your client only supports stdio transport — use mcp-remote as a bridge.
Need `mcp-remote`? It runs via
npx. You need Node.js 18+ with `npx` available — verify withnpx --version. Most installers (nodejs.org, Homebrew,nvm, official Windows installer) bundlenpxvianpmautomatically, but minimal Linux distros sometimes ship Node without it; installnpmfrom your package manager if that's the case. No globalmcp-remoteinstall required.
Substitute your URL from Step 1 wherever you see below.
.vscode/mcp.json in your workspace (or user settings.json):
{
"servers": { "ags-api": { "type": "http", "url": " " } } }
If you hit DCR errors, swap to: { "command": "npx", "args": ["-y", "mcp-remote", " "] }.
See the VS Code MCP documentation.
.cursor/mcp.json in your workspace (or user settings):
{
"mcpServers": { "ags-api": { "type": "http", "url": " " } } }
If you hit DCR errors, swap to: { "command": "npx", "args": ["-y", "mcp-remote", " "] }.
See the Cursor MCP documentation.
claude mcp add --transport http ags-api <URL>
Fallback: claude mcp add ags-api -- npx -y mcp-remote .
See the Claude Code MCP documentation.
mcp_config.json in your project root:
{
"mcpServers": { "ags-api": { "type": "http", "url": " " } } }
If you hit DCR errors, swap to: { "command": "npx", "args": ["-y", "mcp-remote", " "] }.
See the Antigravity MCP documentation.
gemini mcp add --transport http ags-api <URL>
Fallback: gemini mcp add ags-api -- npx -y mcp-remote .
See the Gemini CLI MCP documentation.
Claude Desktop has two install paths. Pick the first one that works for your account:
Option A — Custom Connector (recommended for personal / Pro accounts)
ags-api from Step 1mcp-remote.Don't see "Add custom connector"? Some Team and Enterprise plans disable custom connectors via workspace policy. If the option is missing or greyed out, use Option B.
Option B — `mcp-remote` config file (fallback when custom connectors are blocked)
Edit claude_desktop_config.json:
~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.json{
"mcpServers": { "ags-api": { "command": "npx", "args": ["-y", "mcp-remote", " "] } } }
Restart Claude Desktop after saving.
When your AI assistant first calls a tool, it will open a browser to AccelByte to complete OAuth. Approve the consent screen and you're connected.
Once connected, your assistant has access to these tools:
get_token_infoReturns details about your authenticated session — subject, namespace, roles/permissions, token kind, and expiration.
*"What's my current user information?"*
search-apisSearch AGS operations by description, HTTP method, tags, or service.
*"Find APIs for user management"* · *"Search for inventory endpoints"*
describe-apisGet the full schema for a specific operation — parameters, request/response shapes, auth requirements.
*"What parameters does the createItem endpoint need?"*
run-apisExecute an API request. Write operations (POST/PUT/PATCH/DELETE) prompt for consent before running.
*"Get my user profile"* · *"List all items in my inventory"*
The server exposes 16 render tools for turning tabular data into charts, tables, and metrics inside MCP hosts that support app resources:
render_bar_chart, render_line_chart, render_area_chart, render_scatter_chart, render_histogram_chart, render_box_chart, render_heatmap_chartrender_pie_chart, render_donut_chart, render_waterfall_chart, render_funnel_chart, render_gauge_chart, render_state_timeline_chartrender_table, render_metric, render_meterAll render tools require a provider:
provider="facade" reads Athena Facade results by query_id + namespaceprovider="direct" renders small inline datasets from data_columns + data_rowsThe typical Athena Facade flow:
run-apis to submit a query via POST /afs/v1/admin/namespaces/{namespace}/queries, preferably with wait_ms=0 if you plan to render by query_idGET /afs/v1/admin/namespaces/{namespace}/queries/{id} until status="SUCCEEDED"query_id to a render_* tool with provider="facade"If the submit returns 200 with inline rows on the fast path, render those rows directly with provider="direct".
See docs/ARCHITECTURE.md for the render-tool input matrix and the Athena Facade operation list.
The server also provides workflow resources and prompts. Ask your assistant about available workflows or invoke the run-workflow prompt.
mcp-remote opens a browser every timemcp-remote caches tokens under ~/.mcp-auth/. If it's re-authenticating on every launch, that directory may be unwritable or hold stale entries.
First, check permissions on ~/.mcp-auth/ (it needs to be writable by your user). If permissions look fine, the cache may be stale — back the directory up (e.g. mv ~/.mcp-auth ~/.mcp-auth.bak) and retry. Restore the backup if the move doesn't help. Note: removing the cache will sign you out of every MCP server you've authenticated with via mcp-remote, not just this one.
Your client may not yet support Dynamic Client Registration. Switch to the mcp-remote fallback config shown above.
Your AccelByte user may not have permission for the operation you're calling. Check with your AGS administrator.
If your client connected before but now fails at sign-in — often with a generic IAM Invalid Request page mentioning an invalid redirect URI, client ID, or target path, or an "invalid client ID" / "client ID not found" error — the cached Dynamic Client Registration (DCR) is likely stale.
Clients that use DCR cache the IAM client ID they registered. If an administrator or an inactive-client cleanup job later removes that IAM client, the cached registration becomes invalid. The client keeps reusing the deleted client ID and authentication fails *before* a fresh DCR registration is ever attempted.
This is different from normal token expiry. When only your access token has expired, the client silently refreshes it or reauthorizes against the *same* valid client ID and you may not notice. A deleted client can't be refreshed — you have to clear the cached registration so the client runs DCR again and registers a new one.
Recovery — clear the cached authentication for the ags-api server, then sign in again:
/mcp, select the ags-api server, and choose Clear authentication. Then reconnect (via /mcp or by restarting) to trigger a new sign-in.codex mcp logout ags-api, then codex mcp login ags-api.mcp-remote opens a browser every time above for clearing the ~/.mcp-auth/ cache.Clearing authentication only removes the local OAuth state (the cached registration and tokens) for this one server and requires you to sign in again — it creates a fresh DCR registration and restores access. You do not need to remove and re-add the MCP server, and you should not wipe all MCP credentials globally unless your client offers no way to clear a single server on its own.
Looking for V1? See docs/v1/README.md (legacy; stdio + server-managed OA
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