NewTurn the podcasts you love into tools you can use

Turn creator knowledge into utility.

tldrplz turns podcasts and creator content that creators have published to tldrplz into a knowledge base you can actually use: chat with your signed-in creator library, connect your agents over an MCP server, and open a Decision Brief that turns that published creator content into a grounded, cited next decision — and abstains when the evidence is thin. Every claim links back to the creator who said it.

The tldrplz knowledge pipeline: published creator podcasts become a queryable knowledge base you can chat with, query over MCP, and turn into a cited Decision Brief

Every decision, grounded in what creators actually said.

Sign in, bring a live product or technical decision, and tldrplz returns a Decision Brief built only from published creator content — with citations on every claim, and an honest abstention when the evidence is thin.

Example Decision BriefIllustrative example — not a real citation

Should we ship a usage-based price tier now, or wait until activation is stronger?

Early-stage SaaS, ~40 active teams, deciding whether to add metered pricing this quarter.

Grounded brief

Grounded principles

Price the value users already feel, not the value you hope to add.

Meter the workflow your active teams call daily, not a feature most have never opened.

Creator episode · source linked in-app

Weak activation gets worse under a metered wall, not better.

If teams have not reached their first clear win, a usage meter adds friction before habit forms.

Creator episode · source linked in-app

Change price on a small cohort before you change it for everyone.

Offer the metered tier to a handful of engaged teams and watch behavior before a full rollout.

Creator episode · source linked in-app

Where creators disagree

One line says charge early to filter for serious users; another says usage-based pricing on top of shaky activation just hides the real retention problem.

The brief flags this tension instead of resolving it for you — the call depends on how strong your activation actually is.

Creator episode · source linked in-app · Creator episode · source linked in-app

Smallest useful next experiment

Pick 5 of your most active teams, offer the metered tier by hand, and measure whether activation holds over two weeks before you commit to a public rollout.

Creator episode · source linked in-app

When evidence is thin, it abstains

Ask something the published corpus does not cover and the brief says so — it points you to what to gather next instead of inventing a confident answer.

Sources

Creator episode · source linked in-app
Creator episode · source linked in-app
Creator episode · source linked in-app

The knowledge engine for builders

From knowledge to utility. tldrplz turns hours of podcasts into structured knowledge your agents can act on — with the creator always attributed.

Knowledge Engine

We convert podcast transcripts into a structured, queryable knowledge graph you can poll on demand.

MCP Endpoint

Add tldrplz to any agent with a single MCP endpoint and give it instant recall of creator insight.

Decision Brief workspace

Bring a live product or technical decision and get a grounded, cited brief — one that abstains when the published evidence is thin.

Attribution Built In

Every artifact embeds sourcing and licensing links back to the original creator. Credit is never lost.

Build From Your Goals

Submit an operational goal and get high-utility artifacts tuned to exactly what you are building.

A Builder Community

Showcase your artifacts on your profile and share a community URL with every creator you learn from.

One pipeline: creator knowledge in, attributed utility out.

Published podcasts and creator content become a structured, queryable knowledge base you can chat with, poll over an MCP server, or turn into a cited Decision Brief — with every answer linked back to the creator who said it.

What tldrplz does at a glance: a knowledge engine, an MCP endpoint agents can connect to, cited Decision Briefs, built-in attribution, goal-driven briefs, and a builder community

Where creator knowledge becomes builder utility.

Join a community of builders turning insight into action — and giving creators credit and reach for the knowledge they share.

Query tldrplz like your agent does — one MCP endpoint returns a structured, sourced answer