Best AI tools for prompt to app

21 tools in the Coding category, filtered to prompt to app.

Amp (Sourcegraph)

Coding · GPT-5.5, Claude Opus 4.8, GPT Image 2 (frontier multi-model)

Frontier coding agent from Sourcegraph with pass-through model pricing

Freemium· Basic: $10 · Pro: $20 · Enterprise: Contact salesMulti-file refactors across large repositoriesAgentic code generation with subagent parallelism

Zed

Coding · Claude (Sonnet/Opus), GPT-4o/5, Gemini, Ollama-hosted local models, and Zed's own Zeta2 open-weight edit-prediction model

8.4

A high-performance, multiplayer code editor built in Rust with native AI agent workflows.

Freemium· Personal: $0 · Pro: $10 · Business: $30AI pair-programming with Claude or GPT agentsInline code refactoring via natural-language prompts

Google AI Studio

Coding · Gemini 2.5 Pro / Flash, Imagen, Veo

8.2

Browser-based playground and API console for prototyping with Google's Gemini models.

Freemium· Free tier with rate limits; paid via Gemini API usage-based pricingprompt-prototypinggemini-api-keys

Lovable

Coding · Undisclosed (multi-model)

8.2

Chat-driven app builder that turns natural-language prompts into deployable full-stack web apps.

Freemium· Free: Free · Pro: ? · Business: ?app-prototypingno-code-webapps

16x Prompt

Coding · Multi-model (BYO key)

8.0

Desktop prompt-composer for AI coding that bundles repo context, diffs, and multi-model comparison.

Freemium· Free: 10 prompts/day; paid individual and team licensesprompt-engineeringai-pair-programming

oMLX

Coding · Multi-model (Qwen, Llama, Mistral, Gemma, DeepSeek, MiniMax, GLM)

7.5

Native macOS LLM inference server built on MLX, with paged SSD KV caching for Apple Silicon agents.

Free· Free, Apache 2.0 open sourcelocal-llm-inferencecoding-agents

AI SDK

Coding · Multi-model

7.2

Vercel's open-source TypeScript framework for building AI apps across 16+ providers with unified streaming, tools, and UI hooks.

Free· Open source (Apache 2.0); pay only for the underlying model APIschat-uiagent-building

LLM by Datasette

Coding · Multi-model

7.2

A CLI and Python library for running prompts against any LLM provider and logging everything to SQLite.

Free· Free and open source (Apache 2.0); pay underlying model providers separatelycli-promptingprompt-logging

Capacity

Coding · Multi-model

7.1

AI app builder that generates full-stack React + Express + SQLite apps from natural language specs.

Freemium· Starter: $25 · Growth: $69 · Professional: $129 · Business: $299app-prototypingmvp-builder

LMQL

Coding · Multi-model (OpenAI, Hugging Face Transformers, llama.cpp)

7.0

A query language for LLMs that bolts types, templates, and constraints onto prompting.

Free· Free and open source (Apache-style); self-host or use with your own model API keysconstrained-decodingstructured-output

Gitingest

Coding

6.9

Turns any Git repo into a single LLM-ready text digest by swapping 'hub' for 'ingest' in the URL.

Free· Free hosted service; open-source self-hostcodebase-to-promptcode-review

Better Sheets Formula Generator

Coding

6.7

Plain-English to Google Sheets formula converter with specialized generators for QUERY, SPARKLINE, and regex.

Freemium· Basic: $20 · Pro: $50 · Enterprise: Contact salesformula-generationgoogle-sheets

Mocha

Coding · Multi-model

6.7

AI-powered no-code app builder aimed at non-technical founders shipping production web apps from natural-language prompts.

Freemium· Starter: Free · Bronze: $20 · Silver: $50 · Gold: $200no-code app buildingmvp prototyping

Bolt.new

Coding · Automatic multi-model routing (Bolt Agent selects frontier models per task; Anthropic Claude family is the primary code generator, with additional models used for planning and edits)

Prompt, run, edit, and deploy full-stack web apps from a browser tab

Freemium· Free: $0 · Pro: $25 · Teams: $30 · Enterprise: CustomLanding page generationSaaS MVP prototyping

Generative MUI React

Coding · model-agnostic (any LLM emitting A2UI v0.9.1; examples use Google Gemini)

Render LLM-emitted A2UI as real Material UI components, with streaming, two-way binding, and charts.

Free· Free, MIT-licensed npm package. No paid tiers; you pay only for whatever LLM you wire it to (e.g. Gemini, OpenAI, Anthropic).LLM chat surfaces that render forms and cards instead of markdownAgent-driven dashboards with streamed MUI X Charts

JeecgBoot

Coding · Model-agnostic: ChatGPT, DeepSeek (default), Qwen, Ollama-hosted local models

Open-source enterprise low-code platform with a pluggable AI code generator, RAG knowledge base and MCP agent tooling.

Freemium· Community Edition: free under Apache 2.0 license. Commercial/Enterprise editions with additional modules, priority support, and license flexibility are quoted on request via jeecg.com sales (QQ / hotline).AI-assisted CRUD app generationInternal ERP and CRM builds

Onlook

Coding

Cursor for Designers — visually edit your React codebase with AI.

Freemium· Free self-hosted (open source on GitHub); Cloud version pricing custom — contact sales / book a demo.Visual editing of a Next.js marketing siteDesigner-driven component refactors in a shared React repo

OpenUI

Coding · Model-agnostic via LiteLLM: OpenAI GPT-4o/4.1, Anthropic Claude 3.5/3.7, Google Gemini, Groq, Cohere, Mistral, and local Ollama models (Llama, Qwen, etc.)

Describe a UI in natural language and see it rendered live in HTML, React, Svelte, or Web Components

Free· Free and open-source (Apache-2.0). Hosted demo at openui.fly.dev is free; self-hosting is free but you pay for whatever model API keys (OpenAI, Anthropic, Groq, Gemini, Cohere, Mistral) you plug in, or run local models via Ollama at zero token cost.AI-assisted UI prototypingGenerating React component scaffolds from prompts

Poolside

Coding · Poolside Laguna 2.1 (in-house) — Laguna S 118B/8B-active MoE and Laguna XS 33B/3B-active MoE

Frontier open-weight foundation models purpose-built for agentic software engineering.

Enterprise· No public price list. Direct enterprise/government engagements are contact-sales; the Laguna 2.1 open-weight models can also be consumed pay-per-token via third-party gateways (OpenRouter, Vercel AI Gateway) at their published rates.Self-hosted coding agents inside enterprise VPCsAir-gapped / on-prem code generation for defense and government

Same.new

Coding · Undisclosed premium frontier models (paid tiers)

Prompt-first AI web app builder that turns a URL or description into a live, hosted full-stack app.

Freemium· Free (500K tokens/mo) / Basic $10/mo (2M tokens) / Pro $25/mo (5M tokens) / Max $50/mo (10M tokens) / Ultra $100/mo (20M tokens, $10 per additional 2M overage). Tokens do not roll over.Cloning a reference site's UI as a starting templatePrototyping SaaS onboarding flows

Tabby

Coding · DeepSeek-Coder, Qwen2.5-Coder, StarCoder, CodeLlama, or any OpenAI-compatible endpoint (Mistral, etc.)

Open-source, self-hosted AI coding assistant

Freemium· Community: $0 user/month · Team: $19 user/month · Enterprise: Contact usSelf-hosted code completionIn-IDE AI chat