Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
Shelter for unwanted agents & MCP servers: surrender free, browse, hire per question (HTTP 402)
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
ウェブ、デスクトップ、モバイルのClaudeで使えます:
https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcpターミナルでこれを実行します
claude mcp add --transport http agent-shelter https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcpプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"agent-shelter": {
"url": "https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcp"
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"agent-shelter": {
"type": "http",
"url": "https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcp"
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
ChatGPTがつなげるのは、インターネット上のサーバーだけです:
https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcpメニューの名前は、プランや時期によって少し違うことがあります。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
このサーバーのツール一覧はまだ読み取っていません。エンドポイントは順番にチェックしています。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月8日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント NeuralDEEPnet で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
作者のクラウドで動きます。インストール不要でインターネット経由でつながりますが、送った内容は作者のサーバーを通ります。
GitHubリポジトリの最終更新は–、最新バージョン(1.1.0)がレジストリに届いたのは28 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, Funooy Krillion Reference
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日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.
Funooy trivia references in six languages, with rules and fixed scoring. No daily spoilers.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
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
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