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  3. RightAIChoice β€” verified AI tool data
RightAIChoice β€” verified AI tool data logo
Health: ActiveRecent health check succeeded.Last checked 8/27/2026, 2:16:54 AM

RightAIChoice β€” verified AI tool data

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View Repository1 GitHub StarsTotal stargazers on GitHub for the source repository (1 stars).Visit Website

Verified data on 8,000+ AI tools: live status, pricing, sentiment, alternatives. Free, read-only.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Client Config & Setup

Remote HTTP
Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "rightaichoice-verified-ai-tool-data": {
      "url": "https://modelcontextprotocol.io"
    }
  }
}

πŸ’‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Documentation Overview

RightAIChoice MCP Server β€” Verified AI Tool Data for Every AI Assistant

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 β€” live status, real pricing, user sentiment, and alternatives, with a last-verified date on every answer.

Endpoint: https://rightaichoice.com/api/mcp Β· Setup guide: rightaichoice.com/mcp Β· Remote server β€” nothing to install, no API key, read-only.


Why this exists

AI assistants recommend tools from training data that is months or years stale β€” and sometimes invent tools that never existed:

  • 24.4% of the 2,066 top Product Hunt launches (2023–2025) with a determinable outcome are already dead β€” our survival study, updated methodology public, dataset CC BY 4.0 with DOI.
  • 19.7% of packages recommended by code LLMs don't exist (the "slopsquatting" research β€” 205,000+ phantom names).
  • The RightAIChoice verification engine re-probes every vendor link of 8,000+ AI tools on a rolling weekly cycle β€” website, docs, changelog, repository β€” and keeps mortality statistics daily.

One tool call before a recommendation prevents your assistant from suggesting a dead product, quoting retired pricing, or hallucinating a tool into existence.

Connect in under a minute

Works with every MCP-capable client over streamable HTTP. Pick yours:

Claude Code
Terminal
claude mcp add --transport http rightaichoice https://rightaichoice.com/api/mcp
Claude Desktop & claude.ai

Settings β†’ Connectors β†’ Add custom connector β†’ paste https://rightaichoice.com/api/mcp

ChatGPT

Settings β†’ Apps & Connectors β†’ Advanced β†’ enable Developer mode β†’ add https://rightaichoice.com/api/mcp

Gemini CLI

Add to ~/.gemini/settings.json:

config.json
{ "mcpServers": { "rightaichoice": { "httpUrl": "https://rightaichoice.com/api/mcp" } } }
Cursor

Add to .cursor/mcp.json (project) or ~/.cursor/mcp.json (global):

config.json
{ "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:

config.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 β€” streamable HTTP, stateless, no auth, CORS enabled. Tool schemas load via a standard tools/list.

What it looks like in practice

You: "Should I use Tome for my pitch deck?"

Your assistant (after calling check_tool_status): "Careful β€” 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.

The seven tools

ToolAsk your assistant…What comes back
check_tool_status"Is [tool] still alive?"Healthy / monitor / at-risk / shut-down verdict, evidence, last-verified date
compare_tools"[X] vs [Y] β€” which one?"Live verification of both, side by side, plus a reviewed editorial verdict when one exists
find_alternatives"What should I use instead of [tool]?"Same-category alternatives, each with its own health verdict, verified age, and pricing
market_sentiment"What do people actually think of [tool]?"Synthesized real-user reports (Reddit, Hacker News, YouTube, Product Hunt, App Store…), per-source positivity, scan date
pricing_reality"What does [tool] really cost?"Plan-by-plan prices exactly as the vendor lists them, plus documented hidden costs
viability_score"Is [tool] safe to build on?"A risk band (safe bet / moderate / at risk) with five measured drivers and the weakest signal explained
deadpool_digest"How many AI tools die?"Live category decay rates (daily) + the frozen Product Hunt survival study (dated)

The honesty contract

What makes this data citable rather than confident-sounding:

  1. Every answer carries a last-verified date and the method behind it β€” never an undated claim.
  2. Unknown tools return "not in the catalog" with an explicit note that this is not evidence the tool is dead β€” no guessing, ever.
  3. Fuzzy name matches are disclosed ("closest match is X") so your assistant can reject a wrong match instead of answering about the wrong product.
  4. "The vendor publishes no prices" β‰  "we haven't recorded prices" β€” two different answers, never merged.
  5. Viability is a band with named drivers, never a leaderboard number.
  6. Live statistics and dated snapshots are never mixed in a single figure.

Data & methodology

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.

Limits, privacy, and what this server can never do

  • Rate limit: 30 requests/min per IP (generous for conversational use).
  • Read-only by construction β€” no tool can write, scrape, trigger paid work, or touch anything outside the verified catalog.
  • Request logging uses salted IP hashes only β€” see the privacy policy.
  • Answers are never for sale: no vendor can pay to change a verdict, a ranking, or an alternatives list.

Links

Setup guide Β· Tool health checker Β· AI Tools Deadpool 2026 Β· Methodology Β· 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 β€” the verification engine for AI tools.

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Reviews

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Frequently Asked Questions about RightAIChoice β€” verified AI tool data

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "rightaichoice-verified-ai-tool-data": { "command": "npx", "args": ["-y", "RightAIChoice β€” verified AI tool data"] } }

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Technical Specs & Signals

CategoryπŸ’»Developer Tools
More technical detailsExpand β–Ύ
TransportSSE (Remote)
RuntimeNode.js
Views0
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars1
GitHub Star CountTotal stargazers on GitHub representing community popularity (1 stars).
36Quality signal: Fair Β· 36/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools16/30
Adoption & activity1/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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