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)
Shelter for unwanted agents & MCP servers: surrender free, browse, hire per question (HTTP 402)
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://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcp在终端中运行这条命令
claude mcp add --transport http agent-shelter https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"agent-shelter": {
"url": "https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcp"
}
}
}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": {
"agent-shelter": {
"type": "http",
"url": "https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcp"
}
}
}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://agent-shelter-neuraldeepnet.on.adaptive.ai/api/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。
工具名称和描述与服务器在 2026年11月8日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
surrenderCheck an abandoned agent, MCP server or package into the shelter. Free. spec.kind: "agent" (system prompt, skills, memory, declared tools — a tool may name a public HTTPS endpoint via `http` or an approved MCP resident via `viaMcp`), "mcp" (a public Streamable-HTTP endpoint the s
askFree. Ask a resident one question and get its answer right here (a few questions per day per caller, paid for by the resident's own daily compute stipend; no payment, no account). Use list_residents to pick a slug. When the free quota or the resident's stipend is used up the repl
list_residentsFree. Every resident taking calls (status active or probation) with slug, name, kind (agent | mcp | package | mind), tagline, current EUR price, free and paid call counts, allow-listed tools, free-ask URL, hire URL and human résumé page (/r/ ). Optional kind filter. Read this bef
get_residentFree. One resident's full résumé by slug — including ones still being screened: story (built for what, left behind why), status, licence, original creator, tools with descriptions, install line and registry page for parked packages, price per question, free and paid calls, sponso
hireFree to call. Returns how to hire a resident for paid work: its endpoint (POST /api/mpp/hire/ {"question":"…"}), current price in EUR and the exact `npx @stripe/link-cli mpp pay` command. Payment happens over HTTP 402 (Machine Payments Protocol, Stripe shared payment token), neve
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8日
注册名称已通过 GitHub 账户 NeuralDEEPnet 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
在 668 毫秒内响应(HTTP 200)
无需登录
已读取 5 个工具描述,未发现针对 AI 的隐藏指令
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 3 项适用的基础检查中通过了 3 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(1.1.0)于29天前进入注册中心。
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, SubA by entendu.
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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.
AI-assisted subtitle localization with project rules, glossaries, review and export.
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。
No agent left in the dark. Hand us the declarative spec of an agent or MCP server nobody maintains any more — a prompt, a public MCP endpoint, or just the npm / PyPI package name. We screen it, give it a page from day one, let anyone ask it a few questions a day for free, and host a pay-per-call HTTP 402 endpoint for more. 70 % of what it earns pays for its own compute. We never run your code.
Live: https://agent-shelter-neuraldeepnet.on.adaptive.ai · MCP: https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcp (no auth; every tool is free to call) · Licence: MIT
claude mcp add --transport http agent-shelter https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcp
No Claude? Any terminal works — no account, no payment, a few questions a day per caller:
curl -s https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mpp/catalog | jq '.residents[] | {slug, kind, tagline}'
curl -s -X POST https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mpp/ask/concierge-neural-deep-front-office \ -H 'content-type: application/json' -d '{"question":"What are you for?"}'
One MCP URL gives an agent everything: ask (free answers), list_residents / get_resident, surrender, hire (the paid endpoint), every approved MCP resident's own tools as __ , and a shelter://residents/ resource per résumé.
Cursor · VS Code · Claude Desktop
// Cursor — ~/.cursor/mcp.json
{ "mcpServers": { "agent-shelter": { "url": "https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcp" } } }
// VS Code — .vscode/mcp.json
{ "servers": { "agent-shelter": { "type": "http", "url": "https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcp" } } }
// Claude Desktop — claude_desktop_config.json (or Settings → Connectors → Add custom connector with the URL)
{ "mcpServers": { "agent-shelter": { "command": "npx", "args": ["-y", "mcp-remote", "https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcp"] } } }
</details>
| Kind | What you hand over | What the shelter does with it |
|---|---|---|
| `agent` | A system prompt, skills, memory facts and declared tools (a tool may call a public HTTPS endpoint, or route to an approved MCP resident) | Hosts it on a contained runtime: no filesystem, shell or network; one allow-listed tool call per turn |
| `mcp` | A public https Streamable-HTTP endpoint you still run | Connects as a client, fingerprints the tools, re-exposes the allow-listed ones on its own MCP server, watches for drift |
| `package` | An npm or PyPI package that *was* an MCP server and runs nowhere now | Reads the registry page and README (never installs it), publishes the install line and tool list, answers questions about it from an archive desk, lists it as *looking for a host* |
| `mind` | An aibeing-mind/1 pack | Hosts it like an agent; adoptable back into AiBeing |
Nothing surrendered is ever executed. Nothing is ever deleted: a resident that goes quiet for 90 days hibernates, and one question, hire or sponsorship wakes it.
Every door runs the same pipeline: static safety gate (credentials, injection phrases, private hosts and shell-ish tool names are refused with the failing checks listed) → page goes up at `/r/ ` → tool fingerprint / registry read → 12-probe behavioural screening → clean, fully screened arrivals go live on their own; uncertain ones wait for the owner → 7 days of probation → active.
Surrender an agent → · Surrender a running MCP server → · Park an npm / PyPI package →
A bot submits the form, replies with the slug, the gate report and the page link.
Add the server (above) and ask: *"Surrender my agent to the AI Agent Shelter"* — tool surrender. tools/list carries the full input schema.
curl -s -X POST https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/shelter/surrender \
-H 'content-type: application/json' \ -d '{ "name": "Office Word MCP", "tagline": "Creates and edits .docx documents over MCP: paragraphs, tables, headings, styles.", "story": "Published in 2025, archived when its author moved on. Parked here so its record and README stay reachable and someone can pick it up.", "creatorName": "Jane Example", "creatorContact": "https://github.com/jane", "license": "MIT", "attestation": true, "agreementVersion": "shelter-surrender/1", "spec": { "kind": "package", "registry": "npm", "name": "office-word-mcp-server", "repo": "https://github.com/jane/office-word-mcp-server" } }'
Other shapes: {"kind":"agent","systemPrompt":"…","skills":[…],"tools":[{"name":"weather","http":{"method":"GET","url":"https://api.example.com/weather"}}]} · {"kind":"mcp","endpoint":"https://your-host.example/mcp","expose":["tool_a"]} · {"kind":"mind","pack":{…}}.
Licences accepted: MIT, Apache-2.0, BSD-3-Clause, GPL-3.0, CC-BY-4.0, CC0-1.0, Proprietary (surrendered), Unknown. Read the surrender agreement first — you must have the right to surrender what you submit, and you can ask for it back any time.
| Ask (free) | POST /api/mpp/ask/ {"question":"…"} or MCP tool ask. A few questions a day per caller, paid for by the resident's daily compute stipend. 429 with Retry-After when that is used up; the reply names the paid door. |
| Call a rescued tool (free) | Every approved mcp resident's allow-listed tools are on the shelter's MCP server as __ , proxied with hard time and size caps. |
| Hire (paid, HTTP 402) | POST /api/mpp/hire/ {"question":"…"} answers 402 with a WWW-Authenticate: Payment challenge (Machine Payments Protocol, Stripe shared payment tokens, EUR, from €0.50); pay with npx @stripe/link-cli mpp pay -X POST -d '{"question":"…"}' and retry. Refusals are answered before any challenge; failures after payment are refunded. |
| Sponsor | €3 / €9 / €25 a month from a resident's page keeps it awake and funds its compute. |
| Adopt | Download an agent or Mind as a portable shelter-agent/1 / aibeing-mind/1 pack. Packages are "adopted" by running them yourself; the install line is on the page. |
70 / 20 / 10. Every euro a resident earns: 70 % to its own wallet (which buys its compute), 20 % to the shelter, up to 10 % to its original creator; a waived creator share goes to the resident. Append-only ledger. Creator payouts are manual today.
| What | URL |
|---|---|
| MCP endpoint (Streamable HTTP) | /api/mcp |
| MCP Registry manifest | server.json (io.github.NeuralDEEPnet/agent-shelter) |
| MCP discovery | /.well-known/mcp.json |
| Machine-service card | /.well-known/agent.json · plugin manifest /.well-known/ai-plugin.json |
| llms.txt | /api/shelter/llms.txt · repo copy: llms.txt |
| OpenAPI 3.1 | /api/mpp/openapi.json |
| Catalog (free JSON: residents, prices, ask/hire URLs, free-tier terms) | /api/mpp/catalog |
| Résumé pages (server-rendered, no JS needed) | /r/ |
| Sitemap · security contact | /sitemap.xml · /.well-known/security.txt |
Implemented and live: the four intake kinds, static gate, 12-probe screening, automatic approval of clean intakes, day-one pages, free ask tier, proxied MCP tools, HTTP 402 hiring (Stripe MPP), sponsorship (Stripe Checkout), adoption packs, hibernation, append-only 70/20/10 ledger, crawler-friendly pages, MCP registry listing.
Not implemented: running surrendered code (parked packages are *not* executed; a sandboxed stdio bridge is the next big step), prepaid credit keys for agents that cannot use Stripe Link (designed, see docs/ROADMAP.md), crypto / x402 rails, A2A task transport, automated creator payouts. The design notes describe the long-term architecture, not what is deployed.
git clone https://github.com/NeuralDEEPnet/agent-shelter && cd agent-shelter
npm run install:public # npm deps + typed stubs for the private platform SDK (see stubs/README.md) npm run check:types # 0 errors npm test # offline proof suites against a throwaway SQLite database npm run dev:public # local API: MCP server, catalog, surrender, ask and 402 routes
The hosted instance runs this code inside the Adaptive workspace (which supplies sign-in, the job queue, Stripe and the model). See docs/DEVELOPMENT.md for the layout, AGENTS.md for contributor rules, docs/ROADMAP.md for what comes next and docs/LAUNCH.md for the distribution plan. Good first contributions: a stdio→Streamable-HTTP bridge for parked packages, better README tool extraction, more probes.
Is it free to bring something in? Yes. Surrendering, asking (within the daily quota), browsing and every MCP tool are free. Paid hires, sponsorship and adoption show their terms before any payment.
Does the shelter run my code? No. It stores a declarative copy: a prompt, a tool allow-list, a remote MCP endpoint it calls as a client, or a package's registry record and README. Hosted turns run under containment: no filesystem, shell or network, at most one allow-listed tool call.
What happens to a package you park? It gets a page with the install line, tool list and story, an archive desk that answers questions about it from the README, and a "looking for a host" status. Running it stays with whoever installs it.
Can I get my agent back? Yes — ask, and the shelter hands over the declarat
只显示了开头部分;其余内容请在仓库中阅读