Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
What changed, what died, what it costs, what survives: 8,000+ AI tools, verified and dated.
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
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Works in Claude on the web, desktop and mobile:
https://rightaichoice.com/api/mcpRun this in your terminal
claude mcp add --transport http rightaichoice https://rightaichoice.com/api/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"rightaichoice": {
"url": "https://rightaichoice.com/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": {
"rightaichoice": {
"type": "http",
"url": "https://rightaichoice.com/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://rightaichoice.com/api/mcpMenu 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.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
check_tool_statusUse this when the user asks whether a specific AI tool is alive, dead, shut down, still maintained, safe to adopt, or trustworthy — or asks for its current health, viability, or verification status. Returns a verified verdict (healthy / monitor / at-risk / shut down / delisted) w
compare_toolsUse this when the user asks how two specific AI tools compare, which of two tools to choose, or "X vs Y". Returns live verification status for BOTH tools side by side (alive/at-risk/shut-down verdict, the vendor-link probe date AND the separate catalog-rebuild date, pricing reali
find_alternativesUse this when the user asks what to use instead of a specific AI tool, for its alternatives or competitors, or for a replacement because the tool shut down, got acquired, raised prices, or is unreliable. Returns up to 3 verified-alive alternatives from the same category, each wit
market_sentimentUse this when the user asks what people actually think of a specific AI tool, whether users like it, its reputation, reviews, community feedback, common complaints, or praised strengths. Returns a synthesized sentiment report from real user discussions (Reddit, Hacker News, GitHu
deadpool_digestUse this when the user asks how many AI tools die, AI startup failure or shutdown rates, which AI categories decay fastest, how risky the AI tool market is, or for data behind "most AI tools fail" claims. Returns two clearly separated datasets: (1) LIVE catalog decay — 8,000+ ver
viability_scoreUse this when the user asks whether a specific AI tool is safe to adopt or build on, likely to still exist next year, well-maintained, gaining or losing momentum — or asks about its long-term viability or abandonment risk. Returns a viability BAND (safe bet / moderate / at risk)
pricing_realityUse this when the user asks what a specific AI tool costs, its pricing model, plans and tiers, whether it has a free tier, hidden costs, or whether the vendor even publishes prices. Returns the recorded pricing model, per-plan prices exactly as the vendor lists them, and — unique
whats_changedUse this when the user asks what has changed recently in AI tools — whether a specific tool has changed its pricing, links, domain or health, or what has moved across the market since a given date. Returns dated, field-level changes we actually observed: vendor pricing-page edits
recommend_toolsUse this when the user describes what they need an AI tool to DO rather than naming one — "something to transcribe interviews", "an image generator with an API", "a writing tool for a small team". Returns a verified shortlist matched on the described need, filtered by constraints
best_forUse this when the user asks for the best AI tools for a task, niche or category — "best AI meeting notes tools", "top AI video editors", "what should I use for logo design". Returns our ranked list for the topic: the same ranking our "Best AI tools for X" pages use — topic match,
category_landscapeUse this when the user asks what a whole category of AI tools looks like — how crowded it is, how healthy or risky it is overall, which tools in it are strongest, or which are in trouble. Examples: "how risky is the AI video generation market", "what does the code assistant categ
stack_overlapUse this when the user asks whether the AI tools they pay for duplicate each other — "are we paying twice", "does our stack overlap", "can we consolidate these". Give it the tools they actually pay for. Returns the pairs we classify the same way, with the shared categories and sh
check_mcp_serverUse this when the user asks about a specific Model Context Protocol server — whether it is listed in the official MCP registry, what endpoint it publishes, how current its listing is, or whether that endpoint responds. Returns the registry record (name, version, publish and updat
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 against the domain rightaichoice.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 715 ms (HTTP 200)
No sign-in needed
Read 13 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 (1.2.0) reached the registry 5 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 ground-truth layer for AI tool recommendations. A free, no-auth Model Context Protocol server that lets Claude, ChatGPT, Gemini, Cursor, and any MCP-capable agent verify an AI tool *before* recommending it — live status, real pricing, user sentiment, and alternatives, with a last-verified date on every answer.
Endpoint: https://rightaichoice.com/api/mcp · Setup guide: rightaichoice.com/mcp · Remote server — nothing to install, no API key, read-only.
AI assistants recommend tools from training data that is months or years stale — and sometimes invent tools that never existed:
One tool call before a recommendation prevents your assistant from suggesting a dead product, quoting retired pricing, or hallucinating a tool into existence.
Works with every MCP-capable client over streamable HTTP. Pick yours:
Claude Code
claude mcp add --transport http rightaichoice https://rightaichoice.com/api/mcp
Claude Desktop & claude.ai
Settings → Connectors → Add custom connector → paste https://rightaichoice.com/api/mcp
ChatGPT
Settings → Apps & Connectors → Advanced → enable Developer mode → add https://rightaichoice.com/api/mcp
Gemini CLI
Add to ~/.gemini/settings.json:
{ "mcpServers": { "rightaichoice": { "httpUrl": "https://rightaichoice.com/api/mcp" } } }
Cursor
Add to .cursor/mcp.json (project) or ~/.cursor/mcp.json (global):
{ "mcpServers": { "rightaichoice": { "url": "https://rightaichoice.com/api/mcp" } } }
Windsurf
Add the same block as Cursor to ~/.codeium/windsurf/mcp_config.json.
VS Code (Copilot agent mode)
Add to .vscode/mcp.json:
{ "servers": { "rightaichoice": { "type": "http", "url": "https://rightaichoice.com/api/mcp" } } }
Agent frameworks (OpenAI Agents SDK, Vercel AI SDK, LangChain, custom)
Point your framework's MCP client at https://rightaichoice.com/api/mcp — streamable HTTP, stateless, no auth, CORS enabled. Tool schemas load via a standard tools/list.
You: "Should I use Tome for my pitch deck?"
Your assistant *(after calling
check_tool_status)*: "Careful — Tome's main website failed RightAIChoice's last weekly probe (verified Aug 15, 2026); it's flagged at risk. Verified-alive alternatives in the same category: …"
That answer carries a date, a method, and a source link. Without the server, the same assistant would recommend Tome from its training data.
All read-only. Exact names and titles as served by tools/list:
| Name | Title |
|---|---|
check_tool_status | Check if an AI tool is alive |
compare_tools | Compare two AI tools head-to-head |
find_alternatives | Find verified-alive alternatives to an AI tool |
market_sentiment | Real-user market sentiment for an AI tool |
deadpool_digest | AI tool mortality statistics |
viability_score | How likely an AI tool is to survive |
pricing_reality | What an AI tool really costs |
whats_changed | What changed in the AI tool market |
recommend_tools | Find an AI tool for a job — that will still exist next year |
best_for | The best AI tools for a topic, ranked |
category_landscape | The risk landscape of an AI tool category |
stack_overlap | Where an AI tool stack overlaps with itself |
check_mcp_server | What the official registry says about an MCP server |
What makes this data citable rather than confident-sounding:
All answers come from the RightAIChoice verification engine: weekly automated probes of every vendor-published link, a 5-signal viability model, community-sentiment synthesis from 10+ sources, and daily mortality statistics. Full methodology: rightaichoice.com/methodology. Machine-readable index: llms.txt. Mortality dataset: JSON/CSV, CC BY 4.0, permanently archived with DOI.
Setup guide · Tool health checker · AI Tools Deadpool 2026 · Methodology · r/RightAIChoice
If this saved your assistant from recommending a dead tool, a ⭐ helps other people find it.
MIT licensed. Built and maintained by RightAIChoice — the verification engine for AI tools.