Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Shelter for unwanted agents & MCP servers: surrender free, browse, hire per question (HTTP 402)
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We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcpRun this in your terminal
claude mcp add --transport http agent-shelter https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"agent-shelter": {
"url": "https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"agent-shelter": {
"type": "http",
"url": "https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://agent-shelter-neuraldeepnet.on.adaptive.ai/api/mcpMenu names can differ slightly by plan and over time.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 8, 2026. The maker wrote them, not us; we show them as plain text.
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
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The registry name was verified with the GitHub account NeuralDEEPnet, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 668 ms (HTTP 200)
No sign-in needed
Read 5 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.1.0) reached the registry 29 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Tethered Trust
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
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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
Only the beginning is shown; read the rest in the repo