RightAIChoice — verified AI tool data
mcp remote · streamable-http · v1.1.0 · source: crawl
https://rightaichoice.com/api/mcp
https://github.com/right-ai-choice/mcp-server
What changed, what died, what it costs, what survives: 8,000+ AI tools, verified and dated.
Works
100
Verified Oct 31, 2026 · p50 626 ms · p95 662 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'com.rightaichoice/mcp' |
| tools_listed | 15 | pass | 13 tools |
| schema_complete | 15 | pass | 12 of 13 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 626 ms |
| latency_p95 | 5 | pass | p95 662 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (13)
| Name | Description | Schema |
|---|---|---|
check_tool_status | Use 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. R | incomplete |
compare_tools | Use 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, | typed |
find_alternatives | Use 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 unreliab | typed |
market_sentiment | Use 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 syn | typed |
deadpool_digest | Use 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" cla | typed |
viability_score | Use 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 viabilit | typed |
pricing_reality | Use 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 record | typed |
whats_changed | Use 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. Re | typed |
recommend_tools | Use 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". Ret | typed |
best_for | Use 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 fo | typed |
category_landscape | Use 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: "h | typed |
stack_overlap | Use 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 fo | typed |
check_mcp_server | Use 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 | typed |
Badge
Paste into your README. It updates on every verification.
[](https://app.agent-xm.com/a/com-rightaichoice-mcp)
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