Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Read-only VNISH firmware metadata, Ninja guidance and input-based mining economics calculations.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://vnish.global/ai/mcp/index.phpRun this in your terminal
claude mcp add --transport http vnish-global-operator https://vnish.global/ai/mcp/index.phpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"vnish-global-operator": {
"url": "https://vnish.global/ai/mcp/index.php"
}
}
}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": {
"vnish-global-operator": {
"type": "http",
"url": "https://vnish.global/ai/mcp/index.php"
}
}
}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://vnish.global/ai/mcp/index.phpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 7, 2026
The registry name was verified with the GitHub account vnish-global, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 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 (1.0.0) reached the registry 43 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, TF Rooms
Servers in the same category from other makers, sorted by stars.
Reading a card:★ 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.
Live room availability, rates and stay quotes for 12 New Leaf motels in Twin Falls, Idaho.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
The remote MCP endpoint and connection guides are now published:
https://vnish.global/ai/mcp/index.phpPublic HTTPS verification with the official MCP JavaScript SDK 1.30.0 passed all 7 checks: PHP execution, protocol initialization, tool listing, resource access and one call to each of the three read-only tools. The negotiated protocol was 2025-11-25. The two guide files, their stylesheet and the catalog snapshot matched the prepared release by SHA-256 and byte count.
Connection inside native ChatGPT and Claude accounts has not been tested. This result does not claim app-directory approval or physical miner testing.
The original pre-deployment snapshot is preserved unchanged below. Its planned-publication wording records the earlier state.
Status: NOT YET DEPLOYED. This is a reviewed source package and deployment candidate. The HTTPS endpoint and new connection-guide URLs below are planned. This README does not claim that ChatGPT or Claude has connected to the service or approved a directory listing.
The PHP server exposes three read-only tools using public VNISH Global catalog metadata, selected VNISH Ninja references and an ROI ASIC arithmetic scenario. It does not connect to miners, install firmware, run commands, fetch arbitrary URLs, use credentials or store tool arguments. Existing Operator skills and earlier MCP implementations are preserved.
The six files under public/ are an additive deployment for vnish.global:
| File | Purpose |
|---|---|
ai/mcp/index.php | Streamable HTTP endpoint |
ai/mcp/catalog-snapshot.json | Dated public catalog snapshot |
ai/mcp/.htaccess | DirectoryIndex index.php in this new directory only |
ai/connect/index.html | English connection guide |
ai/connect/connect.css | Isolated guide styles |
ru/ai/connect/index.html | Russian connection guide |
Planned endpoint: https://vnish.global/ai/mcp/index.php.
Planned guides: https://vnish.global/ai/connect/ and https://vnish.global/ru/ai/connect/.
Deploy only public/ paths, after checking for existing files. Verify PHP execution and POST behavior on the hosting runtime. No existing site root, shared navigation, styles, JavaScript, sitemap, robots or security configuration is part of this package. GET and DELETE on the MCP endpoint return 405; connection guides are separate HTML pages. Test and data-source files do not belong in the web root.
lookup_firmware: exact catalog model ID, with optional board code and version. Returns filename, size, SHA-256 and Global source URLs. Multiple matching records stay ambiguous. A catalog record is not evidence of compatibility, authenticity or successful hardware testing.find_ninja_reference: fixed EN/RU guides for control-board identification, installation SSH errors and return-to-stock preparation. It does not determine whether a recovery method applies to a particular device.calculate_roi_scenario: gross pre-fee hashrate, average wall power, modeled fee, gross daily hashprice, electricity tariff and operating hours. All inputs are supplied by the caller. Both revenue and energy scale by the same operating-hours assumption. The output is contribution after the modeled fee and electricity, excluding other expenses; it is not net profit, ROI or a forecast.The server also exposes three resources: the model ID index, snapshot provenance and scenario methodology. Resource URIs are identifiers used with MCP resources/read, not promised web pages.
data/source-catalog.json is a copy of the public catalog at https://vnish.global/api/v1/firmware-catalog.json. data/catalog-provenance.json records its retrieval timestamp and SHA-256. The bundled snapshot contains 47 models and 148 build records. A snapshot is not a live availability check. No scheduled update process is included.
Selected identifiers and scenario numbers are sent to the server. Application code does not persist arguments; standard hosting/CDN logs may record request metadata. Passwords, account data, miner addresses and configuration files are unnecessary.
Protocol versions: 2026-07-28, 2025-11-25, 2025-06-18, 2025-03-26. Modern requests use server/discover, per-request metadata and mirrored headers. Legacy clients use initialize. The server creates no session ID and returns JSON instead of SSE. It provides no subscriptions, elicitation, sampling, batch requests or device operations.
Present Origin headers must exactly match the three project domains, https://chatgpt.com or https://claude.ai; absent Origin is permitted for server clients. Inputs are bounded to 32 KiB and depth 32. IDs must be strings or numbers whose integer value is in the safe range from -(2^53-1) to 2^53-1, so request correlation cannot be silently rounded.
Requirements: Node.js 20.10 or newer; Python 3.9 or newer for builders. Runtime PHP hosting is separate from the test dependencies.
Pinned test dependencies:
@php-wasm/universal 3.1.54@php-wasm/node-8-4 3.1.54@modelcontextprotocol/sdk 1.30.0A pnpm lockfile pins transitive dependencies. From this directory:
pnpm install --frozen-lockfile
pnpm test
The tests execute the actual endpoint in PHP 8.4 WebAssembly, then start a temporary HTTP bridge bound to 127.0.0.1 and call it with the official SDK's StreamableHTTPClientTransport. The bridge closes when testing finishes. Tests cover tools, resources, current protocol metadata, origin validation, bounded inputs, scenario arithmetic, negative results and malformed/fractional/oversized request IDs. They need no production account, credentials or miner.
Generated receipts go in ignored test-results/. Tests do not access arbitrary network destinations; example invalid URLs are negative-test fixtures. No browser scripts or private QA artifacts are included.
Rebuild the public snapshot and guides from the bundled public source:
pnpm run build
A successful local test does not establish public hosting or an end-user client connection. After deployment, verify the public HTTPS endpoint and then test actual client connections.
The connection pages' canonical/language URLs, their local connect.css, and the displayed MCP URL will work only after the public/ files are published. Guide links to the current public catalog, existing Ninja and ROI ASIC references, official setup documentation and the existing Operator repository are independent of that deployment. The repository link deliberately points to the existing repository root until this package is published.
Setup guidance was checked against official documentation on 2026-09-17. Account and workspace policy can affect available connection options.