Modular
drop AI features into your app with two function calls
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I kept hitting the same wall at work every time we needed to ship an AI feature. What looked like a week of work turned into picking a model, setting up a vector DB, managing embeddings, wiring up chat history, handling retries — none of it was the actual feature. So I built Modular. You register a function that returns your app's data, then call ai.run() for one-shot features or ai.chat() for stateful conversation. Everything else — context management, embeddings, session history, model routing, retries — is handled. MCP-native from day one. Works with Claude, GPT-4o, and Gemini. Still early — collecting feedback before building the full SDK. Would love to hear if others have hit this same wall, or if you think I'm solving the wrong problem.
HN · launched Apr 20, 2026 · 7 upvotes (top 61%) · 0 views
Niche: ai software development platforms · 128 launches, 10 in the last 7 days ▼ -41% · Explore this niche →
Category and tags
- Horizontal
- Dev tools
- Developer
- AI-native
- Commercial product
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More like this: all 128 launches in ai software development platforms →
Could you build this?
Yes It acts as a wrapper SDK/backend service coordinating LLM calls, vector embeddings, and conversation session persistence behind a unified API.
Discussion
1 comment analyzed.
Concerns raised: No SDK yet, still very early stage, Uncertainty about market need/validation
Feature requests: SDK availability
Competitors
Other products that read as similar to this one : 280 launches clear the similarity bar, closest 8 shown.
Attention rank: #158 of 281 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 173 days after the earliest competitor.
- ContextVault · hn · 2026-07-13 · 12 upvotes · similarity 0.48
- Own your AI's context and memories across every model and device · hn · 2026-03-09 · 7 upvotes · similarity 0.45
- Open-source UI components for apps that run inside ChatGPT · hn · 2025-12-11 · 5 upvotes · similarity 0.43
- MCP Chatbot · ph · 2026-11-03 · 1 upvotes · similarity 0.43
- Trainn MCP · ph · 2026-11-13 · 168 upvotes · similarity 0.42
- MindMap AI MCP · ph · 2026-10-22 · 1 upvotes · similarity 0.42
- Chatway MCP · ph · 2026-10-15 · 103 upvotes · similarity 0.42
- Planner.day · ph · 2026-11-14 · 2 upvotes · similarity 0.42
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