C8lore – Discussions from Slack, Discord, Telegram Communities in LLMs

Hacker News

Hi HN, I use ChatGPT and Claude daily for research and coding. I often wish they had direct and fresh access to discussions in the private product, marketing, ideas, and engineering news communities I’m part of on Slack, Discord, Telegram,... So I built c8lore.com (for "community lore" :) that connects and indexes many communities once — it indexes the discussions (near real-time) and LLMs can then semantically search them, pulling relevant threads, workarounds, and insights straight into prompts. It ships with an MCP server so you can simply tell your LLM `use c8lore`. It’s fed with some initial sources focused on these exact topics (product, marketing, ideas, engineering, ...), and I’m actively adding more. The public directory is open for anyone to browse. I’d love your feedback: 1. Do you participate in private or semi-private communities for product, marketing, ideas or engineering (or else) discussions? Which platforms? Discourse, Facebook Groups, ...? 2. If you’ve looked at c8lore, does bringing this knowledge into your AI workflow feel useful? What’s missing that would make researching or keeping access to this information easier? 3. Which communities or types of sources would you find most interesting? Thanks in advance — really appreciate any thoughts or suggestions!

Visit product View on Hacker NewsFeb 27, 2026

Share card

Actual performance

1points

1comments

Did not reach leaderboard

Launch Intel predictions

Analyze your own launch →

Product HuntOn track for Day 1 leaderboard · Strong signals: claude, mcp, slack · Missing: mac, agents, macos

96%96% predicted probability of success on Product Hunt, based on ML models trained on real launch data.

best fitHighest predicted score across all platforms for this description.

Indie HackersFits the IH revenue-focused audience · Missing: supports, reddit linkedin, podcasting

69%69% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.

TrustMRRLess likely to generate early MRR · Missing: mobile apps, ios, personal

34%34% predicted probability of success on TrustMRR, based on ML models trained on real launch data.

Hacker NewsMay not resonate with HN audience · Strong signals: ide, io · Missing: https docs, excited, just released

29%29% predicted probability of success on Hacker News, based on ML models trained on real launch data.

nativeThis product was originally launched on this platform.

AppSumoMay struggle as an AppSumo deal · Strong signals: platform · Missing: plus, intuitive, reviews

29%29% predicted probability of success on AppSumo, based on ML models trained on real launch data.

Acquire.comPre-revenue stage for this audience · Strong signals: active · Missing: arr, mrr, revenue

16%16% predicted probability of success on Acquire.com, based on ML models trained on real launch data.

BetaListMay not resonate with beta-testers · Strong signals: chat · Missing: web3, crypto, cryptocurrency

0%0% predicted probability of success on BetaList, based on ML models trained on real launch data.

Correct prediction on native model

Similar products

Integral84%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Slack/Discord alternative for expert communities and orgs

Product Hunt+757Productivity

Unslept8%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Slept-on metalcore texted out weekly, discussions in Discord

Indie Hackers

Bot to steer discussions from Slack to Discourse60%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Bot to steer discussions from Slack to Discourse

Hacker News106

MuseBot–An AI Chatbot for Telegram, Discord, Slack, Lark, QQ, and More30%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

MuseBot–An AI Chatbot for Telegram, Discord, Slack, Lark, QQ, and More

Hacker News1

Hooook — UPI memberships for chat communities62%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Hooook — Charge WhatsApp & Telegram communities via UPI

Indie Hackers1apis

Discussions everywhere24%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Discussions everywhere

Hacker News1

Discussions everywhere60%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Discussions everywhere

Hacker News2

Discussions everywhere60%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Discussions everywhere

Hacker News2

BotDeploy – A Telegram, Slack or Discord bot on AWS in one click44%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

BotDeploy – A Telegram, Slack or Discord bot on AWS in one click

Hacker News5

Extracts and analyzes discussions from Reddit communities47%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Extracts and analyzes discussions from Reddit communities

Hacker News1

Browse all products Analyze your launch