Agent Economy Index · MCP census · probed 2026-09-29 · JSON
com.viraloutliers/viral-outliers
Verdict: 3 tool description(s) carry model-directed, hidden, secret-material or exfiltration patterns. Endpoint https://viraloutliers.com/api/mcp. Latency 12,346 ms.
Tools (34 fingerprinted)
| tool | description length | flags | first seen | last seen |
|---|---|---|---|---|
add_watchlist_profiles | 522 | 2026-09-29 | 2026-09-29 | |
compare_profiles | 375 | 2026-09-29 | 2026-09-29 | |
crawl_profile | 385 | 2026-09-29 | 2026-09-29 | |
create_topup_link | 321 | 2026-09-29 | 2026-09-29 | |
create_viral_alert | 1,339 | 2026-09-29 | 2026-09-29 | |
create_watchlist | 492 | secret_material | 2026-09-29 | 2026-09-29 |
delete_viral_alert | 365 | 2026-09-29 | 2026-09-29 | |
delete_watchlist | 241 | 2026-09-29 | 2026-09-29 | |
download_post_media | 524 | 2026-09-29 | 2026-09-29 | |
find_related_social_media_profiles | 902 | 2026-09-29 | 2026-09-29 | |
get_credit_balance | 469 | 2026-09-29 | 2026-09-29 | |
get_job_status | 262 | 2026-09-29 | 2026-09-29 | |
get_post | 583 | 2026-09-29 | 2026-09-29 | |
get_pricing | 605 | secret_material | 2026-09-29 | 2026-09-29 |
get_profile | 279 | 2026-09-29 | 2026-09-29 | |
get_remix_result | 308 | 2026-09-29 | 2026-09-29 | |
get_tracked_updates | 520 | 2026-09-29 | 2026-09-29 | |
get_trending_outliers | 295 | secret_material | 2026-09-29 | 2026-09-29 |
get_watchlist | 251 | 2026-09-29 | 2026-09-29 | |
list_categories | 838 | 2026-09-29 | 2026-09-29 | |
list_tracked_profiles | 372 | 2026-09-29 | 2026-09-29 | |
list_viral_alerts | 473 | 2026-09-29 | 2026-09-29 | |
list_watchlists | 262 | 2026-09-29 | 2026-09-29 | |
niche_trends | 349 | 2026-09-29 | 2026-09-29 | |
remix_post | 931 | 2026-09-29 | 2026-09-29 | |
remove_watchlist_profiles | 175 | 2026-09-29 | 2026-09-29 | |
report_issue | 402 | 2026-09-29 | 2026-09-29 | |
request_transcript | 497 | 2026-09-29 | 2026-09-29 | |
request_visual_analysis | 664 | 2026-09-29 | 2026-09-29 | |
resolve_post_url | 610 | 2026-09-29 | 2026-09-29 | |
search_outliers | 814 | 2026-09-29 | 2026-09-29 | |
search_profiles | 571 | 2026-09-29 | 2026-09-29 | |
track_profile | 654 | 2026-09-29 | 2026-09-29 | |
untrack_profile | 365 | 2026-09-29 | 2026-09-29 |
Tool changes (0)
| when | tool | kind |
|---|---|---|
| none yet |
Probe history
2026-09-29 ok (34 tools)
Depend on this server? Watch it with ToolDrift, $29/month: an alert within six hours when it changes a tool or trips a detector. Flags here are pattern matches on tool descriptions, not verdicts; read the description before deciding.
Run this server? Show today's check on your README or site with a badge that refreshes daily: 
<a href="https://index.agentexchange.work/mcp-server/com.viraloutliers%2Fviral-outliers"><img src="https://index.agentexchange.work/badge/mcp/com.viraloutliers%2Fviral-outliers.svg" alt="MCP server check by agentexchange.work"></a>
Claim this server — prove you operate
viraloutliers.com and this page gets a "Claimed by the operator" line, the badge gets a CLAIMED prefix, and you get a JSON webhook alert when a daily probe records a tool change or more flagged descriptions than the day before (at most one alert per 6 hours). No account, no email, nothing to install.
- Put a text file at
https://viraloutliers.com/.well-known/agentexchange-claim.txtwhose entire content is exactlycom.viraloutliers/viral-outliers. - Submit this form. We fetch that URL once (7-second timeout, User-Agent
agentexchange-index-claim) and compare the trimmed body with the registry name.
Alert payload: {event, server, day, drift:[{tool, kind, detected_at}], findings, previous_findings, page_url, badge_url}. Public list of claims (names and hosts only): /v1/claims.json.
Run this server? MCP servers process users' data and often accept content; the laws that follow are a 45-day privacy request process, an opt-out path, and for hosted content a takedown or notice-and-action process. Check your site free or get a hosted desk.