mojolin
menu

Best software · Developer & data

10 Best Internal Tool Builders of 2026

This list is for engineering and operations teams that need admin panels, CRUD screens, approval flows and dashboards on top of their own databases and APIs, without building each one from scratch. It covers developer-focused builders (Retool, Appsmith, ToolJet, UI Bakery, DronaHQ), code-first and open-source platforms you can self-host (Windmill, Budibase), a governance platform for AI-generated apps (Superblocks) and no-code builders that ops teams can run without engineers (Softr, Glide). We compared documented features and published prices for 10 tools. Scores weigh features at 40%, ease of use at 30% and value at 30%.

By the Mojolin research desk · Updated November 9, 2026 · 10 tools compared · Prices checked on vendor pages, latest November 9, 2026

Questions or corrections: editorial@mojolin.com

Mojolin is self-funded How we score

Retool is our top pick for teams that build many internal apps on live production data: it connects to databases and APIs under existing permissions, ships auth, access controls and audit logging, and now accepts apps built by AI agents through its MCP server, CLI or React code import. Appsmith is the best value for developer teams, with an open-source edition, Git version control on every plan and a Business plan at $15 per user per month. ToolJet is the strongest pick if you want AI app generation, a built-in PostgreSQL database and self-hosting on Docker, Kubernetes or your own VPC. Teams whose internal tools are mostly scripts and jobs should look at Windmill, and ops teams without engineers should start with Softr or Glide.

Top picks

Best overall

Retool

8.9 / 10

Engineering teams that build many internal apps on live databases and need access control and audit logs.

Read the review →

Runner-up

Appsmith

8.8 / 10

Developer teams that want an open-source, self-hostable builder with code-level control.

Read the review →

Also great

ToolJet

8.5 / 10

Teams that want AI-generated internal apps and the option to self-host on their own infrastructure.

Read the review →

Comparison table

#ToolPricingScore
1RetoolSee vendor pricing (USD check pending). Free plan for up to 5 users; Team and Business are billed per builder and per internal user8.9
2AppsmithFree plan for up to 5 cloud users; Business $15 per user per month; Enterprise $2,500 per month for 100 users8.8
3ToolJetFree plan with 2 builders and 50 end users; Basic from $23 per builder per month billed annually; Team $199 per builder per month8.5
4UI BakeryFree plan; Builder $20 per developer per month billed annually or $25 monthly; Team $35 per developer per month billed annually8.4
5SoftrFree plan; Basic $19 per month; Pro $99 per month; Business $329 per month8.3
6WindmillFree open-source edition for self-hosting; Enterprise from $120 per month, priced by builders, non-builders and compute units8.3
7GlideFree plan; Basic $25 per month; Plus $50 per month; Pro from $125 per month with 5 team members8.2
8BudibaseFree self-hosted Community edition with unlimited users; Budibase Cloud from $299 per month with 2 creators and 20 end users8.1
9DronaHQNo free plan; Starter $100 per month billed annually or $140 monthly with unlimited users; Business $500 per month billed annually8.0
10SuperblocksNo free plan; Teams $100 per month billed annually or $125 monthly, with 1 hosted app and up to 15 builders; Enterprise custom7.8

Scoring weights

Every tool gets three editorial scores out of 10, from vendor documentation, product pages and the published price. The overall score is the weighted average below, the same method on every list. Full method

Features40%
Ease of use30%
Value30%

The full ranking

  1. Rank 1 · Best overall

    Retool

    Platform for building internal apps, workflows and agents on production data, with governance built in.

    retool.com

    8.9

    out of 10

    Best for: Engineering teams that build many internal apps on live databases and need access control and audit logs.

    Retool is the most complete platform here for teams that treat internal software as a product. Its app builder now starts from a prompt, but the bigger draw is what surrounds the app: every app connects directly to production data sources under existing permissions, and deployments include auth, access controls and audit logging. Teams that build with outside AI tools can use Retool's MCP server or CLI, or import React apps from Lovable, Replit and other platforms through a ZIP upload or GitHub sync. Workflows, a built-in database, mobile apps and external apps sit on the same platform.

    The pricing model is the catch. Team and Business bill per builder and per internal user, so costs grow with every employee who opens an app. Team adds staging alongside production and 1,000 pooled AI credits, while Business adds external users, embedded apps, audit logs and unlimited environments. Git source control, SSO and SCIM are listed only on Enterprise, which also unlocks self-hosted and air-gapped deployment.

    Standout feature

    Apps built in other AI tools can be imported as React code and deployed inside Retool's governed environment.

    Use cases

    • Support operations teams

      Build a customer lookup and refund panel on the production database

      Outcome: Agents act on live data inside existing permissions

    • Platform engineering teams

      Move apps generated by coding agents into a governed environment

      Outcome: AI-built tools ship with auth and audit logging

    • Finance and fintech teams

      Run approval and reconciliation tools on a self-hosted Enterprise instance

      Outcome: Sensitive data stays inside their own infrastructure

    Key features

    • App builder that turns a prompt into a production app
    • MCP server and CLI for building apps with outside AI agents
    • Import of React apps by ZIP upload or GitHub sync
    • Direct connections to production data under existing permissions
    • Workflows, a built-in database, mobile apps and external apps

    Pros

    • Free plan for up to 5 users with 250 pooled AI credits a month
    • Auth, access controls and audit logging ship with deployed apps
    • Enterprise runs on Retool Cloud, self-hosted or air-gapped

    Cons

    • Git source control and SSO are listed only on Enterprise
    • Paid plans charge for every builder and every internal user
    • Audit logs and external users start on the Business plan
  2. Rank 2 · Runner-up

    Appsmith

    Open-source low-code platform for internal apps, with drag-and-drop widgets, JavaScript everywhere and Git version control.

    appsmith.com

    8.8

    out of 10

    Best for: Developer teams that want an open-source, self-hostable builder with code-level control.

    Appsmith is the best value for developer teams that want an open-source internal tool builder. Apps are assembled from drag-and-drop widgets, and every part of the logic, from data transforms to appearance, can be written in JavaScript, with external JS libraries available. Code lives in a centralized IDE with autocomplete, multi-line editing, debugging and linting instead of being scattered across widgets. Connectors cover databases, SaaS tools, LLMs and REST or GraphQL APIs, and self-hosting keeps internal data behind your firewall.

    Git version control is unusual on a free tier: the Free plan includes it for 3 repos, Google SSO and public apps for up to 5 cloud users. Business, at $15 per user per month for up to 99 users, adds unlimited environments, repos and workspaces, workflows, reusable packages, audit logs and branding removal. The jump to Enterprise is steep at $2,500 a month for 100 users, which is where SAML or OIDC SSO, SCIM and CI/CD live.

    Standout feature

    Git version control is included even on the Free plan.

    Use cases

    • Data teams

      Build forms and dashboards on top of workflow scripts and SQL databases

      Outcome: Colleagues run scripts safely through a UI

    • Self-hosting IT departments

      Run the open-source edition next to internal databases

      Outcome: Apps reach private data without exposing it

    • Software teams

      Review internal app changes through Git branches

      Outcome: Merged changes deploy automatically to the right environment

    Key features

    • Connectors for databases, SaaS tools, LLMs and REST or GraphQL APIs
    • Drag-and-drop widgets plus custom widgets in JS, HTML and CSS
    • Centralized IDE with autocomplete, debugging and linting
    • Git version control with automatic deploys from environment branches
    • Maintained open-source edition you can self-host

    Pros

    • Git version control included on the Free plan, with 3 repos
    • Business plan at $15 per user per month covers up to 99 users
    • Self-hosting gives secure access to data behind your firewall

    Cons

    • SAML or OIDC SSO and SCIM need Enterprise at $2,500 a month
    • Free cloud use is capped at 5 users
    • Building logic assumes comfort with JavaScript
  3. Rank 3 · Also great

    ToolJet

    AI app builder for internal tools, with a built-in PostgreSQL database, workflows and agent builder.

    tooljet.com

    8.5

    out of 10

    Best for: Teams that want AI-generated internal apps and the option to self-host on their own infrastructure.

    ToolJet has moved from a low-code builder to an AI-first platform for internal tools while keeping its open-source roots. Its AI app builder generates functional apps, and the rest of the stack is in one place: 100+ integrations, ToolJet Database built on PostgreSQL, workflow automation, an agent builder and a ToolJet MCP server that lets outside coding agents build native, governed ToolJet apps. Self-hosting runs on Docker, Kubernetes, your VPC or on-premise, which suits teams with strict data rules.

    The tiers need a close read. Free covers 2 builders, 50 end users and 10 apps with 100 AI credits. Basic at $23 per builder per month billed annually mostly adds AI credits, 2,000 per builder, and Pro adds custom styling and version control. The governance features most companies want, SSO, audit logs, Git sync, custom domains and unlimited apps, start on Team at $199 per builder per month, which makes ToolJet expensive for larger builder groups.

    Standout feature

    A built-in PostgreSQL-based database means small apps need no separate data store.

    Use cases

    • Operations teams

      Generate a back-office app from a description and store records in ToolJet Database

      Outcome: A working tool without provisioning a separate database

    • Regulated companies

      Self-host ToolJet on Kubernetes inside their VPC

      Outcome: Internal apps run next to private systems

    • Engineering teams using coding agents

      Build apps through ToolJet MCP

      Outcome: Agent-built tools follow the same permissions as hand-built ones

    Key features

    • AI app builder that creates working apps from a description
    • 100+ integrations with databases, APIs and SaaS tools
    • ToolJet Database, a no-code database built on PostgreSQL
    • Workflow automation and an agent builder
    • ToolJet MCP for building governed apps from coding agents

    Pros

    • Self-hosting on Docker, Kubernetes, a VPC or on-premise
    • Free plan includes 2 builders, 50 end users and 10 apps
    • Open source with 41,000+ GitHub stars

    Cons

    • SSO, audit logs and Git sync start on Team at $199 per builder per month
    • Basic and Pro keep the 50 end user and 10 app limits
    • Multi-environment setups are listed on Enterprise
  4. Rank 4

    UI Bakery

    Internal tool builder for admin panels, CRUD apps and dashboards on live databases, with an AI development agent.

    uibakery.io

    8.4

    out of 10

    Best for: Small developer teams that want a low per-developer price and the option to export React code.

    UI Bakery covers the core internal tool jobs, admin panels, CRUD apps, dashboards and approval workflows, on top of live databases and services, at prices that suit small teams. Its AI Development Agent builds and deploys an app from a chat conversation, which UI Bakery says takes 2 minutes on average. Apps connect to 45+ databases and APIs, a running MCP server can be added as a data source, and a hosted database helps with quick prototypes. React code export is a useful safeguard against lock-in.

    The Free plan includes unlimited apps and data source connections, unlimited public app users and release history. Builder costs $20 per developer per month billed annually, or $25 monthly, and adds environments, app export, built-in roles and up to 50 workspace view seats. Team at $35 per developer per month billed annually adds role-based access control, audit logs and premium support. A self-hosted edition and SSO options cover stricter deployments.

    Standout feature

    React code export means an app can leave the platform if needs change.

    Use cases

    • Operations teams

      Build an inventory tool that tracks stock and triggers reorders

      Outcome: Stock levels are managed from one internal app

    • Finance teams

      Review, filter and approve vendor invoices

      Outcome: Approvals happen in a single queue

    • Startups

      Prototype an admin panel on the hosted database before connecting production

      Outcome: A working tool before the data model settles

    Key features

    • AI Development Agent that builds and deploys apps from chat
    • 45+ databases and APIs as data sources
    • MCP servers as data sources for app interfaces
    • Hosted database for prototypes
    • React code export and self-hosted deployment

    Pros

    • Free plan with unlimited apps and data source connections
    • Builder plan from $20 per developer per month
    • React code export reduces lock-in

    Cons

    • Role-based access control and audit logs start on Team
    • Fewer listed data sources than the largest platforms
    • AI usage beyond included credits costs extra
  5. Rank 5

    Softr

    No-code builder for apps, databases, workflows and portals, aimed at business teams.

    softr.io

    8.3

    out of 10

    Best for: Ops teams without engineers that need internal tools and client portals on a small budget.

    Softr is the easiest way in this list for an operations team to ship an internal tool without engineers. Every plan includes unlimited apps, databases, workflows, agents and forms, and Softr's own databases mean a team can start without connecting an external data source. Workflows run actions inside monthly allowances, starting at 500 on Free, and the Softr API and MCP let other tools work with your apps. Softr also counts team users, who share a business email domain with a builder, separately from client users, which helps when one workspace serves staff and customers.

    Free covers up to 3 builders, 5 app users, 5,000 records and 5 AI credits a month. Basic at $19 per month adds a custom domain, conditional form logic and automated database backups, with one builder included. Pro at $99 per month removes Softr branding and adds more sign-in options, and Business at $329 per month adds filtered user sync and two-factor authentication. Teams that need custom code or complex queries should look at a developer platform instead.

    Standout feature

    Unlimited apps, databases, workflows and forms are included even on the Free plan.

    Use cases

    • Small operations teams

      Replace a shared spreadsheet with a request tracker on Softr Databases

      Outcome: Requests get owners and statuses

    • Agencies

      Give clients a login to see project status

      Outcome: Client users and team users stay separate

    • Founders

      Build an internal dashboard without hiring an engineer

      Outcome: A working tool for $19 a month

    Key features

    • Unlimited apps, databases, workflows, agents and forms on every plan
    • Built-in Softr Databases
    • Softr Workflows with monthly action allowances
    • Softr API and MCP access
    • Separate counting of team users and client users

    Pros

    • Cheapest paid plan in this list at $19 per month
    • Free plan with up to 3 builders
    • Builders can be added as app users at no extra cost

    Cons

    • Free plan allows only 5 app users and 5,000 records
    • Removing Softr branding needs Pro at $99 per month
    • Less suited to custom code than developer platforms
  6. Rank 6

    Windmill

    Open-source, code-first platform for scripts, workflows, apps and AI agents, with a self-hostable job engine.

    windmill.dev

    8.3

    out of 10

    Best for: Engineering teams whose internal tools are mostly scripts, jobs and data pipelines that need a UI.

    Windmill approaches internal tools from the engineering side. A function in any of 20+ languages becomes an API endpoint and a form, with imports resolved and versions locked at each deploy. Flows are drawn as DAGs or written in Python or TypeScript, scripts and flows get webhooks and schedules automatically, and the app editor mixes drag-and-drop with code for custom interfaces. The same platform runs data pipelines and AI agents on a job engine you can self-host on Fargate, Docker or Kubernetes.

    The open-source edition is generous: unlimited executions, 3 workspaces, up to 50 users with SSO capped at 10, and 100 free app guests per 30 days who sign in through your identity provider without taking a seat. Enterprise starts from $120 a month and adds audit logs, SAML with group sync, a commercial licence and 24/7 support with a 3 hour response time. Seats cost $20 per builder and $10 per non-builder per month, plus compute units for workers, so model your setup with the vendor's calculator.

    Standout feature

    Any script becomes an API endpoint and a form automatically.

    Use cases

    • Finance engineering teams

      Turn a reconciliation script into a form colleagues can run

      Outcome: Repeatable jobs without a custom frontend

    • Data teams

      Schedule pipelines and expose results through an app

      Outcome: Pipelines and their UI live in one platform

    • Platform teams

      Self-host the job engine on Kubernetes for internal automation

      Outcome: Unlimited executions on their own infrastructure

    Key features

    • Scripts in 20+ languages, including TypeScript, Python, Go, Rust, Bash and SQL
    • Flows drawn as DAGs or written as code
    • Auto-generated UIs and webhooks for every script and flow
    • Low-code app editor that mixes drag-and-drop and code
    • Schedules plus Postgres, WebSocket and email triggers

    Pros

    • Free open-source edition with unlimited executions
    • Git-based collaboration fits engineering workflows
    • 100 free app guests per 30 days, even on the free edition

    Cons

    • Assumes engineers who write code
    • Free edition caps SSO at 10 users and groups at 4
    • Enterprise pricing combines seats and compute units, so it takes modeling
  7. Rank 7

    Glide

    AI app builder that turns spreadsheets into business apps and agents for desktop and phone.

    glideapps.com

    8.2

    out of 10

    Best for: Ops and field teams that run on Excel or Google Sheets and want apps without code.

    Glide is built for teams whose operations already live in spreadsheets. You drop in an Excel file or Google Sheet, its SheetSense feature reads the sheets, formulas, lookups and notes, and the agent builds a working app for desktop and phone. Any number in the app can be inspected to see how it was calculated, data entered in the field updates the back office immediately, and role-based views keep employees, managers, customers and partners to their own information. Teams that prefer their own AI tools can build over MCP from Claude, Gemini or ChatGPT into the same apps.

    Pricing is credit-based and billed monthly. Free covers 2 team members and 10 projects, Basic at $25 per month includes 100 credits, 2 published apps and 1 workflow, and Plus at $50 per month adds public apps and 5 published apps. Most teams will land on Pro, from $125 per month with 5 members, unlimited published apps, premium integrations and org-level roles. It is a weaker fit for engineers who want SQL queries on production databases.

    Standout feature

    SheetSense reads existing formulas and lookups, so the app reflects how the spreadsheet already works.

    Use cases

    • Field service teams

      Log site inspections and flag failures from a phone

      Outcome: The back office sees results immediately

    • Operations managers

      Turn an inventory spreadsheet into a stock tracking app

      Outcome: Stock across sites in one place

    • Crew-based businesses

      Assign crews to sites and shifts

      Outcome: A shared weekly schedule everyone can open

    Key features

    • Agent that reads a spreadsheet and builds a working app
    • Apps for desktop and phone that sync with the back office
    • MCP connection for Claude, Gemini, ChatGPT and other agents
    • Role-based views for employees, managers, customers and partners
    • Ready-made templates for inspections, inventory and crew scheduling

    Pros

    • Fastest route from an existing spreadsheet to an app
    • Apps stay private to your company by default
    • Free plan for 2 team members and 10 projects

    Cons

    • Basic allows only 2 published apps and 1 workflow
    • Unlimited published apps need Pro from $125 per month
    • Single sign-on is listed only on Enterprise
  8. Rank 8

    Budibase

    Open-source platform for business process apps, agents and automations, self-hosted or in Budibase Cloud.

    budibase.com

    8.1

    out of 10

    Best for: IT teams that want unlimited users on a self-hosted, open-source platform for requests and approvals.

    Budibase has refocused on business processes: apps give people an interface to request, review and complete work, agents handle requests using your data, tools and approval rules, and automations run event-driven workflows. A service portal brings apps, requests and approvals into one place, and the platform adds data tables, connections to existing systems and an API explorer for testing API actions. Budibase cites one Bulgarian Government app that supports 100k+ users.

    The self-hosted Community edition is the main reason to choose it: it is free with unlimited users, apps, agents, automations and requests, plus standard SSO. Budibase Cloud starts at $299 per month with 2 creators, 20 end users, 250K monthly actions and 50K monthly AI credits, and extra creators cost $50 each per month with annual billing. Actions are hard limits rather than overage charges, which keeps bills predictable but means work stops when you reach the cap until you raise the allowance.

    Standout feature

    The self-hosted Community edition has no user limit.

    Use cases

    • IT departments

      Route equipment purchase requests through approvals

      Outcome: Requests, approvals and records in one portal

    • Public sector teams

      Self-host a citizen-facing or staff process app

      Outcome: Unlimited users on their own servers

    • Case management teams

      Assign owners to cases and track resolution

      Outcome: Clear ownership for each case

    Key features

    • Apps, agents and automations on one open-source platform
    • Service portal for requests and approvals
    • Data tables plus connections to existing systems
    • API explorer for configuring and testing API actions
    • Self-hosting, including air-gapped deployment on Enterprise

    Pros

    • Self-hosted Community edition is free with unlimited users and apps
    • Hard monthly action limits keep cloud costs predictable
    • 28K GitHub stars and an active open-source project

    Cons

    • Budibase Cloud starts at $299 per month
    • Cloud base plan includes only 2 creators and 20 end users
    • Extra creators cost $50 each per month on annual billing
  9. Rank 9

    DronaHQ

    Low-code platform for internal apps and AI agents, with SSO, RBAC, secrets and audit trail built in.

    dronahq.com

    8.0

    out of 10

    Best for: Companies that want unlimited app users on a flat monthly plan, in the vendor's cloud or their own.

    DronaHQ positions itself as the layer that turns AI-built code into a production internal app. You build with prompts, the visual builder for web and mobile, or Claude Code and Cursor through DronaHQ MCP, and the platform supplies what generated code usually lacks: SSO, RBAC, an encrypted secrets vault, environments, an audit trail and hosting in DronaHQ's cloud or yours. Its agent builder covers sub-agents, RAG on your documents, guardrails and tracing, with agents running in chat, voice, WhatsApp, email or behind an API.

    Pricing is by tasks rather than seats, so every plan has unlimited users. Starter costs $100 per month billed annually, or $140 monthly, with unlimited apps and connectors, 100+ UI components and version history. Business at $500 per month billed annually adds data environments, white labelling and SAML or OpenID Connect SSO, while audit logs and granular permissions are listed on Enterprise. There is no free plan, only a one month trial of Business.

    Standout feature

    Every plan includes unlimited users, with usage billed by tasks.

    Use cases

    • Enterprises with large user bases

      Roll out an internal app to hundreds of employees

      Outcome: No per-user license cost

    • Platform teams

      Take an admin panel written in Cursor and publish it with SSO and RBAC

      Outcome: AI-written tools ship with access control

    • Customer service teams

      Build an agent that checks the CRM and asks a person before sensitive steps

      Outcome: Routine requests handled with human review

    Key features

    • Visual builder for web and mobile apps with 100+ UI components
    • DronaHQ MCP for building apps from Claude Code and Cursor
    • Agent builder with sub-agents, RAG on your documents and guardrails
    • Encrypted secrets vault, RBAC and audit trail
    • Cloud hosting or self-hosting

    Pros

    • Unlimited users and apps on every plan
    • Unlimited connectors on Starter
    • One month free trial of the Business plan

    Cons

    • No permanent free plan
    • SAML or OpenID Connect SSO starts on Business at $500 per month billed annually
    • Audit logs and granular permissions are listed on Enterprise
  10. Rank 10

    Superblocks

    Platform for building and governing AI-generated internal apps and agents, with its Clark AI agent and VPC deployment.

    superblocks.com

    7.8

    out of 10

    Best for: IT and security teams that want governed AI app building, with enterprise deployment in their own cloud.

    Superblocks has turned its internal app builder into a governance platform for AI-generated software. Builders can work with its Clark AI agent or bring Claude Code, Codex, Cursor or another coding agent, while IT controls integrations, identity, infrastructure policy and code security. Its integration gateway centralizes access to MCPs, APIs and databases with audit trails and rate limits, and Enterprise runs Superblocks inside your VPC on AWS, GCP or Azure.

    The Teams plan, at $100 per month billed annually or $125 monthly with a 14-day trial, is a small entry point: it includes 100 Governed Agent Units a month, the Clark agent, staging and production environments, 50+ integrations, unlimited end users and up to 15 builders, but only 1 hosted app, with more at $10 per app per month. Source control through GitHub, GitLab, Bitbucket or Azure DevOps, SSO, RBAC, audit logs and VPC deployment are all Enterprise features, so most buyers will need a custom quote.

    Standout feature

    Builders can use their own coding agent while IT sets one governed path to production.

    Use cases

    • Enterprise IT teams

      Let business teams build apps with coding agents under central policy

      Outcome: AI-built apps stay visible and auditable

    • Security teams

      Run security scans on generated code before it reaches production

      Outcome: Fewer unreviewed apps in production

    • Regulated companies

      Deploy the platform inside their own AWS VPC

      Outcome: Apps and agents run on infrastructure they control

    Key features

    • Clark AI agent for building apps
    • Support for coding agents such as Claude Code, Codex and Cursor
    • Staging and production environments with 50+ integrations
    • Integration gateway with centralized access policies and audit trails
    • Enterprise deployment in your VPC on AWS, GCP or Azure

    Pros

    • Unlimited end users on every plan
    • SOC 2 Type II certified and HIPAA compliant
    • Strong governance tooling for AI-generated code

    Cons

    • Teams includes only 1 hosted app, then $10 per app per month
    • Source control, SSO, RBAC and audit logs are Enterprise features
    • No permanent free plan

Buying guide

How to choose

Decide who will build the apps

Developer-focused builders such as Retool, Appsmith, ToolJet and UI Bakery expect someone who can write SQL and JavaScript, and in return they let you write custom queries, logic and widgets. Windmill goes further toward code, turning scripts in 20+ languages into endpoints and forms. Softr and Glide are built for operations staff who work from spreadsheets or simple databases and want an app without touching code.

Check how each tool reaches your data

An internal tool is only as useful as the systems it can read and write. Count the native connectors you need, then check how private databases are reached: self-hosting (Appsmith, ToolJet, Budibase, Windmill, UI Bakery, DronaHQ), VPC deployment (Superblocks Enterprise) or Enterprise self-hosted Retool. If your data sits behind a firewall, test that path first.

Work out what you pay per builder and per user

Pricing models differ more than headline prices suggest. Retool bills per builder and per internal user, Appsmith per user, ToolJet and UI Bakery per builder or developer, Superblocks and Budibase Cloud per plan with seat add-ons, and DronaHQ by monthly tasks with unlimited users. Model your real team, for example 3 builders and 40 users, before you compare.

Put access control and audit logs on the checklist

Admin panels change production data, so permissions matter. Check where SSO, granular roles, audit logs and Git source control appear: several vendors keep them on upper tiers, for example Retool keeps Git source control and SSO for Enterprise, ToolJet puts SSO and audit logs on Team, and DronaHQ lists audit logs on Enterprise.

Plan for AI-built apps

Most vendors now generate apps from a prompt and accept apps built by outside coding agents over MCP. Retool, ToolJet, DronaHQ, Superblocks, Glide and UI Bakery all document MCP or coding agent support. AI usage is usually metered in credits, so check how many credits each plan includes and what top-ups cost.

Frequently asked questions

+What is the best internal tool builder in 2026?

Retool is our top pick for engineering teams that build many internal apps on production data, because apps connect under existing permissions and ship with auth, access controls and audit logging. Appsmith is the best alternative for teams that want an open-source builder with Git version control and a Business plan at $15 per user per month.

+Which internal tool builders are open source?

Appsmith, ToolJet, Budibase and Windmill all offer open-source editions you can self-host. Budibase Community has no user limit, Windmill's free edition has unlimited executions, and Appsmith and ToolJet both have 41,000+ GitHub stars.

+What is the cheapest internal tool builder?

Several tools have free plans, including Appsmith, ToolJet, UI Bakery, Softr and Glide in the cloud, and Budibase and Windmill for self-hosting. Among paid plans, Softr Basic is the lowest at $19 per month, followed by UI Bakery Builder at $20 per developer per month billed annually and Glide Basic at $25 per month.

+Can I self-host an internal tool builder?

Yes. Appsmith, ToolJet, Budibase, Windmill, UI Bakery and DronaHQ document self-hosted deployment, and ToolJet supports Docker, Kubernetes, a VPC or on-premise. Retool lists self-hosted and air-gapped deployment on its Enterprise plan, and Superblocks Enterprise deploys inside your VPC.

+Do I need developers to build internal tools?

Not always. Softr and Glide are built for operations staff and can turn a spreadsheet or a built-in database into an app without code. Admin panels that query production databases are usually easier to build and maintain in a developer platform such as Retool, Appsmith or ToolJet.

+How are internal tool builders priced?

Models vary: Retool charges per builder and per internal user, Appsmith per user, ToolJet and UI Bakery per builder or developer, DronaHQ by monthly tasks with unlimited users, and Budibase Cloud and Superblocks by plan with add-ons. Estimate your number of builders and app users before comparing headline prices.

About this list

Updated November 9, 2026 by the Mojolin research desk. Mojolin is self-funded

Questions or corrections: editorial@mojolin.com

More best software lists