Retool
Retool turns a prompt, an AI agent, or imported React code into governed internal apps wired to your production data.
Pick Retool when the app has to survive a security review, not just a demo. Prompt-to-app generation, the MCP server and CLI path for coding agents, and React import all land inside the same environment where audit logging, SSO/SCIM, and granular roles already exist — that is the purchase reason, and it is why regulated teams choose it over Appsmith or Budibase. Against that: audit logging and permission controls start at Business ($50/mo per builder plus $15/mo per internal user), and internal-user seats make the bill scale in a way builder-only tools don't. For a prompt-to-app prototype you never intend to govern, a lighter builder is cheaper.
Verified 8d ago · liveness 97/100 · cite: rightaichoice.com/tools/retool
- Enterprises that need AI-generated internal apps with audit logging and access controls already available
- Ops, supply chain, and manufacturing teams building apps against production data
- Financial services and fintech teams that must move without breaking compliance
- Engineers who want to build from Claude Code or another agent and deploy into a governed target
- Read-only dashboards with no data integration or governance needs
- Startups building a customer-facing SaaS product — external apps are portals, not product UI
- Teams with no existing data source, since every Retool app expects to connect to something
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Skip Retool if you only need a read-only dashboard with no production data connection and no security review to pass — a lighter no-code builder will get you there for less money and less setup.
Workflow runs are capped at 500/month on Free and 5,000/month on Team, so automation-heavy teams hit the ceiling and move up a tier or buy more.
Retool's price scales with both builders and internal users, which separates it from builder-only tools. Team runs $10/mo per builder plus $5/mo per internal user billed annually; Business is $50/mo per builder plus $15/mo per internal user billed annually, and that is where governance features begin. Small teams get more app for less money from lighter no-code builders; regulated enterprises get coverage those tools don't provide, at a cost below building and maintaining the equivalent
In short
Retool — Retool turns a prompt, an AI agent, or imported React code into governed internal apps wired to your production data. Best for Enterprises that need AI-generated internal apps with audit logging and access controls already available, Ops, supply chain, and manufacturing teams building apps against production data, Financial services and fintech teams that must move without breaking compliance. Free to start; paid plans from $10/mo.
What's new in Retool
Checked 8 days agoAcross the latest 5 updates: 1 changelog entry and 4 news mentions.
4.34.4-stable and 4.0.17-stable self-hosted releases
Retool published the latest stable versions of its supported self-hosted releases, 4.34.4-stable and 4.0.17-stable, both released on September 23, 2026.
Who's watching the agents? A framework for multi-agent governance
Retool published a governance framework covering three common failure points in multi-agent systems and the controls organizations can apply to address each one.
How technical leaders are managing rising AI costs in 2026 [Survey]
Retool surveyed 101 technical leaders on AI spending; 43% reported being over budget, and the post details the cost drivers behind the overruns and how teams are responding.
3 questions that tell you whether you're actually governing AI
Retool outlined a three-question framework for assessing whether an organization is genuinely governing its AI agents where the work actually happens.
Why we built an AI model registry
Retool detailed its AI model registry, a hosted JSON document that decouples model availability and provider pricing from binary release cycles.
Viability Score
How well maintained and how widely used is Retool? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: October 2026
How we score →Key Features
- Prompt-to-app generation with the Retool app builder
- Inline @-mention of data sources while prompting
- MCP server for building apps from AI coding agents like Claude Code
- Public-beta Retool CLI for building and deploying apps
- Import React code from Lovable, Replit, or other platforms via ZIP or GitHub sync
- Direct connections to production databases and APIs under existing permissions
- Auth, access controls, and audit logging in place at deploy
- Native mobile apps for iOS, Android, and PWA
- Offline mode for reading and writing data without a connection
- Push notifications and biometric authentication for mobile apps
- White-labeled apps published to the iOS and Android app stores
- Workflows with schedule and webhook triggers
- Built-in database for prototyping
- External apps and embedded authenticated apps
- Agents for automating human work with AI
About Retool
Retool is a platform for building internal software — admin panels, ops dashboards, customer portals, mobile inspection apps, and automation workflows — that connects directly to your production databases and APIs under the permissions you already run. The new Retool app builder takes a natural-language prompt, lets you @-mention data sources inline, and generates a full app; auth, access controls, and audit logging are in place at deploy rather than bolted on later. There are three routes in. You can prompt an app into existence, build one from an AI coding agent like Claude Code through Retool's MCP server or the public-beta Retool CLI, or bring React code you already generated in Lovable or Replit by uploading a ZIP or syncing from GitHub. Everything lands inside Retool's governed environment either way. Beyond web apps the platform covers native mobile apps for iOS, Android, and PWA, workflows for scheduled and webhook automation, a built-in database for prototyping, and external apps for branded partner or client portals. Deployment ranges from Retool-hosted cloud to blessed self-hosted and, at Enterprise, air-gapped. Retool says more than 10,000 teams use it, including Ramp and DoorDash, and it leans into financial services, supply chain, and manufacturing. It fits enterprises that need to ship fast without failing a security review — a governed category, not a lighter drag-and-drop builder and not a customer-facing product platform.
Behind the Verdict
Retool's bet is that the hard part of internal tooling was never the UI — it was the review. The new app builder generates a working app from a prompt, but the differentiator is that the generated thing arrives already connected to production data sources under existing permissions, with access controls and audit logging available rather than retrofitted. That combination is genuinely hard to replicate with a lighter no-code builder. Three build paths should matter to different buyers. Prompt-and-@-mention is fastest for ops teams who know the shape of the app but not the code. The MCP server and CLI route is for engineers who would rather work in Claude Code and deploy into a governed target — a workflow Retool documented directly. React import via ZIP or GitHub sync is the escape hatch for teams who already vibe-coded something and do not want to rebuild it to pass review. Having all three end in the same governed environment is the actual product. Strengths: breadth of connection to production systems, native mobile with offline mode and push notifications at Business and above, workflows for the jobs that aren't apps, external apps for partner portals, and self-hosting down to air-gapped for organizations that cannot use a hosted service. The 2026 governance writing — a multi-agent governance framework, an AI model registry that decouples model availability and provider pricing from release cycles — suggests the company is treating agent oversight as a product problem, not a blog theme. Weaknesses and costs to internalize: everything AI is metered. AI credits pool at the account level, renew monthly, and do not roll over; Agents are billed separately from that pool. Workflow runs are capped per tier (500/month on Free, 5,000/month on Team) and storage is capped at 5GB database plus 5GB files on Free. The seat model has two prices — builders and internal users — so a 200-person ops floor costs very differently from a 6-engineer team. Governance features are deliberately tiered: audit logging, rich permission controls, portals, and offline mobile all begin at Business, and SSO/SCIM, source control, BYOK for AI, and Terraform begin at Enterprise, which is custom-quoted. Where it fits: internal operations software with real data behind it and a compliance audience in front of it. Where it doesn't: read-only dashboards that need no integration or governance, and customer-facing SaaS UI — external apps are portals, not product surface. Solo builders should also note the Free tier's 5-user ceiling and its lack of a staging environment.
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Real-world workflow fit
Concrete scenarios for the personas Retool actually fits — and what changes day-one when you adopt it.
Writes a prompt for a shipment-exception app, @-mentions the PostgreSQL orders table and the Salesforce account object, and generates a first version before lunch.
Outcome: An app that reads live order and account data under existing permissions, with login and access controls already applied, ready for the warehouse team to use the same week.
Builds the app inside Claude Code using Retool's MCP server, then deploys it into the company's Retool environment; security review asks for audit logs and role scoping.
Outcome: The app ships on Business or Enterprise with audit logging, granular custom roles, and source control already available, so the review is a configuration conversation rather than a rebuild.
Opens the Retool-built iOS or Android app in a basement with no signal, records inspection results, and closes the app.
Outcome: Data writes locally in offline mode and syncs when connectivity returns, with push notifications alerting the technician to new assignments.
Use Cases
- Generate a customer-subscription admin panel from a prompt with Stripe and PostgreSQL wired in at generation time
- Deploy an internal inventory app connected to MySQL and push it to warehouse staff as an offline-capable mobile app
- Build an approval workflow triggered by a webhook that routes requests through Slack and Jira
- Create an embedded authenticated app inside an existing business system for account managers
- Stand up a branded partner portal with built-in user management and custom external-user pricing
- Import a React prototype built in Lovable or Replit via GitHub sync and deploy it inside Retool's governed environment
Models Under the Hood
as of 2026-09-21
Limitations
- Free is capped at 5 users, 500 workflow runs/month, 5GB of database capacity, 5GB of file storage, and no staging environment, so it stops fitting a team quickly.
- AI credits are pooled at the account level, renew monthly, and do not roll over; Agents are billed separately from that pool, and credit allowances differ per plan (Free 250/month, Team 1,000/month, Business 3,000/month, Enterprise 1,000 per builder plus 4,000 pooled).
- Workflow runs are metered per tier.
- Governance is tiered by design: audit logging, rich permission controls, portals, and offline mobile begin at Business, while SSO/SCIM, source control, BYOK for AI, Terraform, and air-gapped deployment begin at Enterprise, which is custom-quoted.
- Seat pricing is split between builders and internal users, so cost scales with headcount as well as with the number of people who actually build.
as of 2026-09-30
Verification history
We have re-verified Retool 19 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
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Showing the 6 most recent of 19 verification passes.
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Retool tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0/mo
Ideal for
A developer or small team prototyping an internal app and exploring whether prompt-to-app generation fits how they work.
What this tier adds
Starting tier and the only free entry point: unlimited web and mobile apps up to 5 users, 500 workflow runs/month, 5GB database plus 5GB file storage, and 250 AI credits/month.
Team
$10/mo per builder + $5/mo per internal user billed annually
Ideal for
A growing team of 6-20 people building internal apps together and needing a separate staging environment before shipping.
What this tier adds
Adds a staging resource environment, app release versions, more than 5 users, 5,000 workflow runs/month, and 1,000 AI credits/month over Free.
Business
$50/mo per builder + $15/mo per internal user billed annuall
Ideal for
Teams that must pass an internal security or compliance review and want to expose apps to partners or clients outside the company.
What this tier adds
Adds audit logging, rich permission controls, portals and embedded apps, unlimited resource environments and modules, custom branding, offline mode and push notifications for mobile, and 3,000 AI credits/month.
Enterprise
Custom
Ideal for
Organizations running Retool as a platform across many departments, including self-hosted or air-gapped deployments.
What this tier adds
Adds SAML/OpenID Connect SSO and SCIM provisioning, 2FA enforcement, audit logs with streaming, Git source control, BYOK for AI, Terraform and full platform APIs, unlimited end users, granular custom roles, and full white-labeling.
Where the pricing makes sense
The company stage and team size where Retool's pricing actually pencils out — and where peers do it cheaper.
Retool's price scales with both builders and internal users, which separates it from builder-only tools. Team runs $10/mo per builder plus $5/mo per internal user billed annually; Business is $50/mo per builder plus $15/mo per internal user billed annually, and that is where governance features begin. Small teams get more app for less money from lighter no-code builders; regulated enterprises get coverage those tools don't provide, at a cost below building and maintaining the equivalent
Setup time & first value
How long it actually takes to get something useful out of Retool — broken out by persona, not the marketing-page minute.
If you are prompting an app against a data source you already have credentials for, first value can arrive in under an hour. Connecting a production database plus setting permissions and roles is typically a day. The longer path is organizational: getting SSO/SCIM, source control, and audit-log streaming configured at Enterprise is a project measured in days to weeks depending on your identity
Switching to or from Retool
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Lovable or Replit: upload the exported React code as a ZIP or sync from GitHub, then deploy it inside Retool's governed environment instead of rebuilding from scratch.
- →From a hand-rolled React admin panel: import the code via GitHub sync, then replace bespoke auth and permission logic with Retool's built-in access controls and audit logging.
- →From Retool classic apps: rebuild in the new app builder or keep running the classic drag-and-drop IDE, which Retool continues to document and support.
- →From an AI coding agent session: point the agent at Retool's MCP server or CLI so the app it generates deploys directly into your Retool environment.
- →From spreadsheets and email-based approvals: model the data in the built-in database, then replace the email chain with a Retool workflow triggered by schedule or webhook.
- ↗To a dedicated BI tool: if you only ever needed read-only charts, export the underlying queries and rebuild the views in a BI product.
- ↗To a lighter no-code builder: small teams that outgrow Retool's Free 5-user cap on price rather than capability can move simple forms and CRUD apps to a cheaper builder.
- ↗To building it yourself: if your app is a customer-facing SaaS product rather than an internal tool or portal, the right move is a product engineering stack, not any internal-tool platform.
Integrations
Resources & Guides
- Documentationretool.com
Retool Docs
Quickly build web and mobile apps, automate complex tasks, and integrate AI—all powered by your data.
- Resourceretool.com
Resource Hub | Tutorials, Guides & Examples
Start building faster with Retool. Find step-by-step guides, tutorials, and examples for apps, workflows, and AI agents—organized by topic and skill level.
- Resourceretool.com
Retool Blog
The latest news, updates, and stories from Retool.
- Documentationretool.com
Retool Mobile documentation
Build and deploy native mobile apps for iOS and Android.
- Documentationretool.com
Retool Agents documentation
Build, run, and evaluate agents to automate human work with AI.
- Documentationretool.com
Retool Workflows documentation
Build, schedule, and monitor your jobs, alerts, and ETL tasks.
- Documentationretool.com
Data sources documentation
Connect to nearly any API and database, or use built-in solutions.
Tutorials & Learning
YouTube returned 6 videos for “Retool”, and we withheld 6: 6 could not be judged, because “Retool” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about Retool.
Tools that pair well with Retool
Common stack mates teams adopt alongside Retool, with the specific reason each pairing earns its keep.
Xano
Xano is a no-code backend that turns AI agents and natural language into governed APIs, databases, and business logic on a reviewable visual canvas.
Glide
GlideOS turns a spreadsheet, file, or prompt into working internal business apps and agents for desktop and mobile.
Create
Create (formerly Anything) turns an English prompt into a real React and Node.js app with its own Postgres database, auth, and exportable code.
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