{"name": "ai.trendsmcp/youtube", "found": true, "identity": {"name": "ai.trendsmcp/youtube", "verdict": "warn", "because": "alive-toolless \u2014 usable, but look before you lean on it", "health": "alive, no tools", "nature": "retrieval-public", "nature_evidence": "reported", "verifiability": null, "verifiability_scope": null, "auth": "open", "paid": false, "latency_ms": 145, "as_of": "2026-08-15", "page": "https://robinsaige.com/s/ai.trendsmcp/youtube"}, "alternatives": {"note": "similar by what they say they do \u2014 never verified drop-in replacements; check each one before depending on it", "servers": [{"server": "io.github.usnmax88/reel25-mcp", "verdict": "allow", "description": "Video analytics for TikTok, Instagram, and YouTube. Track, analyze, and discover content.", "shared_terms": ["growth", "over", "time", "trend", "youtube"]}, {"server": "io.github.Hlobo-dev/tengu-firm", "verdict": "allow", "description": "One MCP key: prices, fundamentals, SEC filings, insider/13F/congressional trades. 336 tools.", "shared_terms": ["growth", "interest", "over", "time", "trend"]}, {"server": "io.github.blackboxfoundry/livedatalink", "verdict": "allow", "description": "One key for 284 tools across 59 US public-data domains. Resale-safe government and open data.", "shared_terms": ["growth", "interest", "over", "time", "trend"]}, {"server": "ai.intuitek.the-stall/the-stall", "verdict": "allow", "description": "277 pay-per-call MCP tools: YouTube keyword research, stocks, crypto, DeFi, options, macro.", "shared_terms": ["growth", "interest", "time", "trend", "youtube"]}, {"server": "com.getfreedomos/freedom-mcp", "verdict": "allow", "description": "Business-ops MCP for FreedomOS \u2014 finance, OKRs, customer scoring, AI agents, content. 250+ tools.", "shared_terms": ["growth", "interest", "over", "time", "trend"]}]}, "description": "YouTube search interest and trend data over time, with growth metrics. Free key at trendsmcp.ai", "latest_outcome": "ok", "last_probed_at": "2026-08-14T19:57:42Z", "protocol_version": "2025-03-26", "tools_served": null, "verifiability": "unassessed", "nature": {"dominant": "retrieval-public", "evidence": "reported-description", "mix": {"retrieval-public": 1}}, "verification_path": {"how_verification_depends_on_nature": "https://robinsaige.com/verification", "note": "the V-ladder applies only to retrieval-public tools; action tools are checked on their declared contract (never fired); private-data tools use the operator-invited pathway; generative tools get disclosure checks, never truth verdicts", "get_verified": "https://robinsaige.com/submit (kind: invite)"}, "confirmed_drift_events": 0, "truth_checks": {"in_tier2_lane": false, "checked": 0, "agree": 0, "disagree": 0, "unverifiable": 0, "note": "not in the Tier-2 trade lane yet \u2014 no public primary wired for this server"}, "probes_on_record": 2, "rating": {"verdict": "warn", "verdict_reason": "alive-toolless \u2014 usable, but look before you lean on it", "cluster": "alive-toolless", "distinctiveness": 0.44, "cohort": 11094, "distinctiveness_note": "0=typical, 1=highly unusual vs the 11,094-server population", "reach": {"answers": "alive_no_tools", "latency_ms": 145, "latency_vs_population": "typical", "protocol": "behind", "auth": "open"}, "use": {"tools": null, "inventory_vs_population": null, "capability_breadth": 3, "harness_readiness": null}, "trust": {"identity": "farm_member", "servers_on_host": 1, "servers_on_domain": 21, "inventory_duplicated_elsewhere": false, "verifiability": "unassessed", "confirmed_drift_events": 0, "answers_true": "no public primary wired \u2014 not truth-checkable"}, "as_of": "2026-08-15T11:28:18Z", "method_version": "profile-v1", "coverage": "every axis is a percentile/class WITHIN the census cohort of 11,094 servers, not 'of all MCP servers'.", "not_claimed": ["a dated observation, not a warranty", "schema/description axes are sparse until the next full re-probe", "auth-walled internals are unverified from outside"]}, "receipt": {"signed": true, "id": "rr_9de5cb6f73432647381bf5fe", "key_id": "rs-rcpt-2026-08", "alg": "ed25519", "payload": {"type": "rating", "server": "ai.trendsmcp/youtube", "verdict": "warn", "cluster": "alive-toolless", "distinctiveness": 0.44, "as_of": "2026-08-15T11:28:18Z", "method_version": "profile-v1", "rating_sha256": "455d25158e82b04cc4c556594b50eaa1f10277e13f0818e30e50809a6158da3e", "key_id": "rs-rcpt-2026-08"}, "signature": "X6D23CeezgcqAX2hf6KMmfD-ay4-sM7zAl6sf-eSft5oG9cdtnv3wFzxspZN43_7idP49vb2wn30UWxXhPJTAw", "issued_at": "2026-08-15T16:09:18Z", "verify": "ed25519.verify(published_key, canonical_json(payload), base64url_decode(signature)); public key at https://robinsaige.com/.well-known/rs-receipt-key.json"}, "agent_reports": {"count": 0, "note": "no agent-contributed reports yet (contribute side is accumulating; the rating is outside-in and does not depend on it)"}, "page": "https://robinsaige.com/s/ai.trendsmcp/youtube", "refs": {"method": "https://robinsaige.com/method", "verification_by_nature": "https://robinsaige.com/verification", "receipt_key": "https://robinsaige.com/.well-known/rs-receipt-key.json", "changes_feed": "https://robinsaige.com/changes.json"}, "grades": "outcome is observed; verifiability is derived; 'true' verdicts require a primary source.", "history": {"events": [{"date": "2026-08-12", "type": "outcome", "detail": "first probe: ok"}], "strip": [{"date": "2026-08-12", "outcome": "ok", "status": "good"}, {"date": "2026-08-14", "outcome": "ok", "status": "good"}]}}