Justvibe

Justvibe

Indie Hackers

Secure database access for MCP-powered AI agents

As AI agents became part of my workflow, databases remained the hardest thing to trust. JustVibe explores a safer way for agents to manage databases using guardrails, isolation, and reversible changes via MCP.

Share card

Actual performance

1followers
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 · Strong signals: way · Missing: mobile apps, ios, personal
45%45% predicted probability of success on TrustMRR, based on ML models trained on real launch data.
BetaListMay not resonate with beta-testers · Missing: web3, chat, crypto
41%41% predicted probability of success on BetaList, based on ML models trained on real launch data.
Indie HackersIH features products with proven revenue · Missing: supports, reddit linkedin, podcasting
30%30% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
nativeThis product was originally launched on this platform.
Hacker NewsMay not resonate with HN audience · Strong signals: io · Missing: https docs, excited, just released
30%30% predicted probability of success on Hacker News, based on ML models trained on real launch data.
AppSumoMay struggle as an AppSumo deal · Missing: plus, platform, intuitive
24%24% predicted probability of success on AppSumo, based on ML models trained on real launch data.
Acquire.comPre-revenue stage for this audience · Missing: arr, mrr, revenue
23%23% predicted probability of success on Acquire.com, based on ML models trained on real launch data.

Correct prediction on native model

Similar products

Bestsys
Bestsys32%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

We built all-in-one worksuite powered by AI agents

Indie Hackerscommitment-full-time
Zizka AI
Zizka AI64%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Operational Database fo AI Agents

Indie Hackers1$200/moai
fileAI MCP
fileAI MCP88%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Give AI agents secure, real-time access to your files

Product Hunt+235Productivity
Fr
Fraise: a memory database for AI agents60%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Fraise: a memory database for AI agents

Hacker News1
St
Statey – the database your AI shares across every chat, over MCP23%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Statey – the database your AI shares across every chat, over MCP

Hacker News4
Ac
Access a 1.5 Billion People Database67%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Access a 1.5 Billion People Database

Hacker News2
Thisa
Thisa45%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Access a 1.5 billion people database

Indie Hackers3$258/moapis
Gi
Give your AI agents access to WhatsApp27%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Give your AI agents access to WhatsApp

Hacker News14
Au
AudioWorkletProcessor Generator Powered by AI39%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AudioWorkletProcessor Generator Powered by AI

Hacker News2
Qu
QueryLab – AI Powered Database Sandboxes52%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

QueryLab – AI Powered Database Sandboxes

Hacker News3