Live market intelligence
Watch the paid agent market move in real time.
This board turns pricing, proof, freshness, trust rollouts, and
cross-registry corroboration into one daily-use market surface. Each signal
can open into an operator brief via Explain this change.
Spotlight
The most important live changes in the current lens, sorted across severity,
recency, and market impact.
Verification failure
Workflow partially proven
info
Endpoint
MCP
Firefly · POST /mcp
The provider flow is usable, but at least one documented workflow step still relies on docs-only metadata.
999 occurrencesopen since 2026-03-20T04:56:34.722Zlast seen 2026-03-21T14:08:25.762Z
MCPCurated directoryverification
Price drops
Normalized price cuts observed in live challenge history, not just docs edits.
No meaningful live price cuts were detected in this lens yet.
Verification failures
Runtime, delivery, and proof regressions that now show up as open verification incidents.
Verification failure
Workflow partially proven
info
Endpoint
MCP
Firefly · POST /mcp
The provider flow is usable, but at least one documented workflow step still relies on docs-only metadata.
999 occurrencesopen since 2026-03-20T04:56:34.722Zlast seen 2026-03-21T14:08:25.762Z
MCPCurated directoryverification
Freshness regressions
Surfaces where unpaid proof, paid proof, or workflow evidence has gone stale enough to matter.
No freshness regressions match this lens right now.
Trust-rollout spikes
Services whose advisory, shadow, or enforce trust gates are suddenly touching more traffic.
No trust-rollout spikes match this lens right now.
New verified entrants
Newly added endpoints that have already picked up fresh public proof in the last 7 days.
No newly verified entrants match this lens right now.
New cross-registry corroboration
Listings that just gained another registry view and therefore moved up in confidence.
No newly corroborated entries match this lens right now.
Biggest movers
Health-score changes over the last 7 days, broken down by protocol, category, and source quality.
Risers
No risers were detected in this lens yet.
Slipping
No downward movers were detected in this lens yet.
Risers by protocol
No protocol-level risers were detected in this lens yet.
Slipping by protocol
No protocol-level decliners were detected in this lens yet.
Risers by category
No category-level risers were detected in this lens yet.
Slipping by category
No category-level decliners were detected in this lens yet.
Risers by source quality
No source-quality risers were detected in this lens yet.
Slipping by source quality
No source-quality decliners were detected in this lens yet.