Bulkgrid – Search websites and GitHub repositories from your AI agent

Hacker News

Bulkgrid gives AI agents searchable knowledge from sources you choose and trust. You can use existing public sources or index a website or GitHub repository. Bulkgrid will process the content, check for changes automatically and provide relevant passages with references for your AI agent. The sources can also be curated into collections if you have agents that are doing recurring work and need reliable knowledge for that. Private repositories can be connected through GitHub and stay private to your workspace. You can connect through MCP, REST API or TypeScript and Python SDKs or use our CLI. Any feedback would be welcome! Website: https://bulkgrid.com Repository: https://github.com/bulkgrid/bulkgrid

Visit product View on Hacker NewsSep 15, 2026

Share card

Actual performance

2points

Did not reach leaderboard

Launch Intel predictions

Analyze your own launch →

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

91%91% 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.

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

40%40% predicted probability of success on TrustMRR, based on ML models trained on real launch data.

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

37%37% predicted probability of success on AppSumo, based on ML models trained on real launch data.

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

36%36% predicted probability of success on Hacker News, based on ML models trained on real launch data.

nativeThis product was originally launched on this platform.

Indie HackersIH features products with proven revenue · Missing: supports, reddit linkedin, podcasting

26%26% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.

Acquire.comPre-revenue stage for this audience · Strong signals: recurring · 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 · Missing: web3, chat, crypto

1%1% predicted probability of success on BetaList, based on ML models trained on real launch data.

Correct prediction on native model

Similar products

Mapfinder (Frequency Search) on GitHub45%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Mapfinder (Frequency Search) on GitHub

Hacker News1

AI Agent in Jupyter – Runcell41%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI Agent in Jupyter – Runcell

Hacker News8

MVAR – Deterministic sink enforcement for AI agent20%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

MVAR – Deterministic sink enforcement for AI agent

Hacker News1

Kollab14%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

All-in-one AI Agent

Indie Hackers

Kollab37%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

All-in-one AI Agent

Indie Hackerscommitment-full-time

LinkedNav14%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI Agent

Indie Hackers

LinkedNav14%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI Agent

Indie Hackers

XTEN-AV73%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

First ever AI agent for AV

Indie Hackerscommitment-full-time

Bilbo84%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Metabase AI Agent

Product Hunt+171Chrome Extensions

Discover Websites and Search37%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Discover Websites and Search

Hacker News1

Browse all products Analyze your launch