Products

pref0

MCP

Your agent should learn. Pref0 makes it.

pref0.com AI Models & Agents / Agent Tools & MCP Servers

AI Benchmark
Monthly visits
<5K
Oct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
Unknown
No monthly subscription pricing
Creators
Julian Flieller
@fliellerjulian· 501 followers
Launched
9mo ago
2026-02-07 · Est.

Traffic

Last 12 months
Monthly visitsData through Oct 2026
Events2 marketing moves

Marketing moves

Launches, search & content, referrals, promotions
  • Launched on Product HuntLaunch

    Your agent should learn. Pref0 makes it.

    Feb 8 · 9mo agoLaunch page

  • Launched on Show HN (6 pts)Launch

    AI agent forgets user preferences every session. This fixes it — I build AI agents for work and kept hitting the same issue: a user corrects the agent, the session ends, and the correction is gone. Next…

    Feb 7 · 9mo agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Show HN
2026-02-07Source
Post excerpt:
I build AI agents for work and kept hitting the same issue: a user corrects the agent, the session ends, and the correction is gone. Next session, same correction. I tracked it across our users and the average preference gets re-corrected 4+ times before people just give up. Existing solutions don't really solve this. Memory layers store raw conversation log

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Agent, MCP & Developer Integration

MCP ServerAPI
Browse all MCP Server products →

Traffic sources

Oct 2026

Traffic breakdown

Channels

No data yet

Countries

No data yet

Search

Domain authority —Domain registered 2026-02-06

No search keyword data for this website yet.

Traffic data: Vaneform

Pricing

Pricing page not identified yet, or no public pricing listed.

Pages & changes

Tracked since 2026-02-08

Key pages

Weekly snapshots

No page snapshots yet. Once followed, home and pricing pages are captured weekly.

Changes

No pricing, plan, or positioning changes detected since tracking started.

Questions & evidence

How much website traffic does pref0 get?
Vaneform estimates <5K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is pref0 and what platforms does it support?
pref0 is catalogued under Agent Tools & MCP Servers: Your agent should learn. Pref0 makes it.. Supported platforms: API.

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