Opportunity ledger / Dossier O-0785
Recurring need documented in 5 independent public source items.
First seen 2026-07-08 · Last updated 2026-09-07 · Recalculated daily
This dossier's trend factor is 0.5, capped at 2.0.
Post title: Show HN: MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5
I've tried various MCP things in the past and I've found they tend to slow down the agent and waste tokens more than they end up helping, but a better memory system is 100% needed for agents.
Post title: My Claude got its memory wiped
I set it up to not just be an agreeing machine, to…
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Scoring summary
Evidence confidence = strength × evidence volume × source diversity × payment × competition × trend × 10. Counts use independent content items; only first-hand pain, current spend, explicit willingness to pay and concrete feature requests affect the score. Repeated posts by one author are discounted. Scoring and status changes follow deterministic rules.
“Payment-backed” means first-hand payment evidence exists in the record. It does not mean the business is worth building. “Fading” is a recency tag shown alongside any evidence level, not a lower level. Read the full methodology.