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)
Discover, pay for, execute, and publish APIs through Apiosk.
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。
APIOSK_PRIVATE_KEY, APIOSK_CONNECT_TOKEN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 …”。
适用于网页版、桌面版和手机版 Claude:
https://mcp.apiosk.com/mcp打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"apiosk": {
"command": "npx",
"args": [
"-y",
"@apiosk/mcp"
],
"env": {
"APIOSK_PRIVATE_KEY": "your-value",
"APIOSK_CONNECT_TOKEN": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add --transport http apiosk https://mcp.apiosk.com/mcpclaude mcp add apiosk --env APIOSK_PRIVATE_KEY=your-value --env APIOSK_CONNECT_TOKEN=your-value -- npx -y @apiosk/mcp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": {
"apiosk": {
"url": "https://mcp.apiosk.com/mcp"
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"apiosk": {
"command": "npx",
"args": [
"-y",
"@apiosk/mcp"
],
"env": {
"APIOSK_PRIVATE_KEY": "your-value",
"APIOSK_CONNECT_TOKEN": "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": {
"apiosk": {
"type": "http",
"url": "https://mcp.apiosk.com/mcp"
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"apiosk": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@apiosk/mcp"
],
"env": {
"APIOSK_PRIVATE_KEY": "your-value",
"APIOSK_CONNECT_TOKEN": "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。
ChatGPT 只能连接互联网上的服务器:
https://mcp.apiosk.com/mcp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7日
注册名称已通过 GitHub 账户 obcraft 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
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
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。
你需要填写:APIOSK_PRIVATE_KEY, APIOSK_CONNECT_TOKEN
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(1.7.0)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, ScienceShot science reference
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.
Sourced, citable answers in radiation and particle physics, photonics, electronics and quantum.
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。
@apiosk/mcp 3.0.0 brings the Apiosk Ask workflow to Claude, Codex and other MCP hosts: ask a question, compare matching sources, review inputs and one total, approve that request, and inspect saved results. It uses the existing Gateway for discovery, planning, prices, execution and evidence.
MCP1 card URLs, connection identity, token formats and cached Ask tool signatures remain compatible. Compatibility operations stay private to cards; new model connections continue to see Ask first. Both old and new approval calls share the same durable approval record.
The default is question-scoped source discovery. There is no global “browse the catalog” flow. For example, “What does ASML do?” should first call apiosk_ask with that question and display its matching sources; a model's general knowledge is not an Apiosk result.
This repository is the canonical obcraft/apiosk-mcp implementation. Versioned source and manifests do not establish that this version has been deployed, published or installed in a host.
The server exposes 36 public tools and six private component operations, saved-request resources and an Ask prompt. The actual App Ask React components and design tokens are vendored in src/ask-page/ and compiled into the self-contained embedded resource. The local tester loads that same resource. src/ask-ui/ retains the original MCP transport and compatibility renderers; every operation still uses the durable saved-request and approval journal.
Source discovery uses the App’s filtering, deduplication and provider ordering. Offered endpoint descriptors enrich matching sources without adding unrelated catalog entries. Account display currency comes from Gateway’s read-only /v2/display-context; quoted atomic amounts remain unchanged. Rebuild the embedded bundle with npm run build:ask-page after editing its sources.
Manual source selection prepares each chosen native endpoint with the App’s exact input values. Connected clients use /v2/ask/source/prepare, which requires explicit approval even when the connection has a standing spending rule. The MCP combines those saved quotes into one reviewed maximum; preparation does not purchase data.
MCP Apps and ChatGPT-compatible metadata identify the embedded resources. Model-visible results carry compact source identifiers, status, input needs and the exact approval. Full component data travels separately in _meta.apiosk_card_data, so large source schemas and raw response trees do not flood the model context. Saved evidence remains available through the result and evidence tools.
Hosts that support embedded components can show the interactive cards. Text-only hosts receive structured results and use the public tools. Support and rendering still depend on the host; passing local tests does not establish installed Claude, Codex or ChatGPT acceptance. Read-only HTML exports are separate from interactive cards.
| Interaction | Tools |
|---|---|
| Ask and inspect matching sources | apiosk_ask, apiosk_sources |
| Edit source inputs and prepare one total | apiosk_prepare |
| Review and explicitly approve the exact quote | apiosk_approve |
| Read progress, refresh prices, supply choices or missing input | apiosk_status, apiosk_requote, apiosk_continue |
| Retry interrupted discovery and adjust task options | apiosk_retry_search, apiosk_task_options, apiosk_source_selection, apiosk_analysis_quote |
| Saved answers, evidence, pages, downloads and conversations | apiosk_result, apiosk_evidence, apiosk_result_page, apiosk_artifact, apiosk_chats |
| Follow up using purchased evidence | apiosk_follow_up |
| Connected app actions and recurring checks | Integration/action review tools, native recurring tools and apiosk_schedule_handoff |
apiosk_ask defaults to mode: "sources". Automatic planning is available with mode: "automatic". Preparation never approves a purchase. Review the returned currency, maximum total, sources, gaps, expiry and approval ID before authorizing execution. The visible choices use the same purchasability filter as the Ask page; discovery metadata and source options are not purchased findings.
Results retain source dates, citations, coverage and gaps, including meaningful 0 and false values. Local filters, sorting, chart/table views, saved pages and exports reuse saved data. Follow-ups use purchased evidence where possible; a need for new data creates a separately reviewed request.
Requires Node.js 22.16 or newer and an authorized Apiosk connection. In this workspace the canonical directory is /Users/olivier/Documents/Apiosk/Production/Main/mcp.
cd /Users/olivier/Documents/Apiosk/Production/Main/mcp
npm ci npm run check npm test
Use the existing Apiosk credentials in your private environment or local .env; do not put credentials in committed examples. Runtime entry points read environment variables. To load .env explicitly, use Node's --env-file option.
| Entry point | Purpose |
|---|---|
node index.mjs / npm run start:stdio | Local stdio MCP; uses the configured connection token. The apiosk, apiosk-mcp and apiosk-mcp-server package commands use this entry. |
node server.mjs / npm start | Canonical hosted HTTP server, default port 3000, with OAuth metadata, registration, authorization and token routes. Also retains authenticated legacy SSE endpoints. |
node bin/mcp-2.mjs --http --host 127.0.0.1 --port 3012 | Minimal bearer-token HTTP transport for local testing. This compatibility filename remains internal; this entry does not provide the hosted OAuth flow. |
For stdio with a private .env:
node --env-file=.env index.mjs
The hosted server preserves the existing OAuth identity and secret configuration. Starting it requires those settings, including its signing secret; use node --env-file=.env server.mjs when they are in a local file. HTTP clients authenticate each request themselves. A server-wide token is never lent to HTTP callers. /health reports process health, not Gateway or source readiness.
The tester runs at http://127.0.0.1:3013 and defaults to an MCP endpoint at http://127.0.0.1:3012/mcp. Start the minimal local MCP transport in one terminal:
node --env-file=.env bin/mcp-2.mjs --http --host 127.0.0.1 --port 3012
Start the tester in another:
npm run dev:chat
To test the canonical hosted server on port 3000 instead:
MCP_DEV_URL=http://127.0.0.1:3000/mcp npm run dev:chat
The tester reads this checkout's .env, .env.v2.local and .env.dev.local, with inherited environment values taking precedence. It reuses an existing MCP_DEV_TOKEN and OPENROUTER_API_KEY. If no local OpenRouter key is set, it reads only the provider key from the sibling gateway/.env (OPENROUTER_API_KEY, then INTENT_API_KEY). It does not inherit Gateway execution flags or change those credentials. MCP_DEV_PORT, MCP_DEV_URL and MCP_DEV_MODEL override the tester defaults. Set MCP_DEV_GATEWAY_URL for a custom Gateway event origin; the embedded card and tester use the same fixed origin policy for live status updates.
Connect the intended account before asking a question. The tester calls apiosk_ask for the first question and renders the same embedded components served to other hosts. An initial discovery stops at the authoritative Ask card without an extra model-written answer. Later model continuations receive a bounded projection of tool results; full card data stays available to the component. Model API usage and approved source purchases are separate operations.
Use examples/codex.toml, examples/claude-code.mcp.json or examples/claude-desktop.json, preserving other configured servers. Adjust absolute paths for your installation and keep tokens in private configuration or environment variables. These files are examples, not an installed connection.
The hosted connector address remains https://mcp.apiosk.com/mcp; local source changes do not update that deployment. The Apiosk plugin supplies Ask-first instructions and the hosted connection definition. server.json, manifest.json and dxt.json describe the canonical package; a desktop manifest is not a built or installed bundle.
| Variable | Meaning |
|---|---|
APIOSK_GATEWAY_V2_URL | Data/execution Gateway; defaults to https://gateway.apiosk.com. Use loopback HTTP only for a local Gateway. |
APIOSK_GATEWAY_URL | Existing OAuth agent gateway setting; it does not select the data/execution Gateway. |
APIOSK_CONNECT_TOKEN | Apiosk agent connection credential for stdio. |
APIOSK_TOKEN | Overrides the connection token. A valid personal App session JWT enables account-only routes; this server does not refresh that App session. |
APIOSK_WORKSPACE_ID | Stdio workspace. HTTP callers use x-apiosk-workspace-id. |
APIOSK_MCP_STATE_DIR | Persistent private journal directory; defaults to .local/state in the package. |
APIOSK_MCP_PORT / PORT | HTTP port; defaults to 3000. |
APIOSK_MCP_HOST / APIOSK_MCP_BIND_HOST | Listener address. The hosted entry defaults to 0.0.0.0; use loopback for local-only access. |
APIOSK_MCP_ALLOWED_HOSTS, APIOSK_MCP_ALLOWED_ORIGINS | Explicit host/origin controls for the HTTP listener. |
Gateway scope, budget, workspace and feature restrictions remain authoritative. Organization API keys are not substitutes for agent connection tokens in the raw task/approval protocol. Account-only integrations and native recurring operations may require a valid App session and backend enablement; an app_only or public_api_required response is not bypassed.
Connection tokens use /v2/ask/page, which applies the Ask page's interpreter, validation and source searches. App sessions use the original App routes. Both use the same source filtering, grouping, input values and display currency. Connected discovery preserves the App's matches without the older public API's interpretation repairs or extra source expansion; signed searches remain bound to the account, connection and workspace. Source refresh reuses the saved parse, and automatic planning adopts that displayed search without parsing the question again.
Recurring execution needs its own explicit review of the workflow, schedule, destination and cost limits. apiosk_schedule_handoff supplies instructions for the host scheduler and reports schedule_created: false; it does not create a scheduled job. External app actions likewise require their own reviewed execution.
The journal stores private conversations, evidence and approval intent with private file permissions, without storing credentials. Conversations are separate from the web app's chat-history table; authorized Gateway tasks can be imported by ID. State scopes include the Gateway and workspace. Raw bearer callers are token-scoped; hosted OAuth sessions retain their verified grant scope across token refresh.
Atomic writes and per-request locks record approval intent before dispatch. An uncertain purchase is not blindly replayed: read saved status and use the returned recovery path. The quoted total is a spending ceiling across providers, not an all-or-nothing transaction. Local disk failures stop money-moving actions.
Hosted operation requires a persistent journal. The Fly configuration preserves the existing app identity and expects an existing mcp_state volume mounted at /data; run one machine until shared state and distributed locking are implemented. Provision and review that volume before deploying. See deployment and release instructions.
Pushing the repos
只显示了开头部分;其余内容请在仓库中阅读