Softr AI Co-Builder
Softr's AI Co-Builder turns a plain-language prompt into a working business app — interface, database, and workflows.
Softr is the practical no-code option for ops teams that need real permissions and a real database, not a pretty form. Since August 2026 the platform has shifted under the AI Co-Builder: Softr MCP (September 2026) lets you drive builds from Claude, ChatGPT, or Codex with no AI credit cost on every plan, and Softr Agents add app-resident and scheduled agents without a tier upgrade. Budget carefully though — app-user seats, extra builder seats ($5-20/mo each), and database add-ons are where the sub-$100 plans get expensive. If your logic needs Retool-grade custom code or on-prem deployment, look elsewhere.
Verified 10h ago · liveness 83/100 · cite: rightaichoice.com/tools/softr-ai-co-builder
- Ops teams replacing spreadsheets and off-the-shelf tools with internal tools, dashboards, and trackers
- SMBs building client, vendor, and partner portals that need granular permissions and external client logins
- Non-technical builders who want to drive app creation from Claude or ChatGPT via Softr MCP without spending AI credits
- Teams migrating off Airtable or Google Sheets that need a built-in relational database plus workflow automation
- Teams with logic heavy enough to need a full low-code environment like Retool, or on-premise deployment
- Products requiring fully offline functionality — PWA installs still assume connectivity
- High-volume automation: workflow actions cap at 25K/month even on the $329/mo Business plan
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Skip Softr if your automations would regularly exceed 25,000 workflow actions a month or you need on-premise deployment — the Business plan's caps and cloud-only hosting are hard ceilings, not soft warnings.
Builder seats are metered separately from app users: 1 included on Basic with extras at $5/mo, 2 on Pro at $10/mo each, 3 on Business at $20/mo each — a team of five builders on Pro pays $30/mo beyond the base.
Free plus $19/mo Basic plus $99/mo Pro are competitive against Glide and Airtable for permission-driven portals, and the fact that MCP-driven builds consume no AI credits softens the lowest tiers. $329/mo Business is where Softr gets expensive relative to Bubble or Noloco for teams that don't need PWA push, 2FA, and filtered user sync specifically.
In short
Softr AI Co-Builder — Softr's AI Co-Builder turns a plain-language prompt into a working business app — interface, database, and workflows. Best for Ops teams replacing spreadsheets and off-the-shelf tools with internal tools, dashboards, and trackers, SMBs building client, vendor, and partner portals that need granular permissions and external client logins, Non-technical builders who want to drive app creation from Claude or ChatGPT via Softr MCP without spending AI credits. Free to start; paid plans from $19/mo.
What's new in Softr AI Co-Builder
Checked todayAcross the latest 5 updates: 1 feature update, 2 launches, 1 changelog entry and 1 news mention.
Day 3 of Softr MCP: Automate boring or complex tasks with Workflow MCP
Workflow MCP lets you automate complex tasks from an AI agent, and can rebuild an existing automation from a screenshot plus a short description.
Day 2 of Softr MCP: vibe code custom blocks from Claude / ChatGPT
Custom blocks can be vibe-coded directly from Claude or ChatGPT via MCP and mapped to your Softr data sources.
A brand new way to build with Softr
Softr MCP launches: build apps, create custom blocks, update databases, and design workflows from Claude, ChatGPT, and other AI tools. No AI credits needed, available on every plan.
Meet Softr Agents
Two agent types launch: App Agents that answer and act inside your apps under the logged-in user's permissions, and Scheduled Agents that run recurring background tasks. Available on every plan.
Bending Spoons acquired Airtable: Why and how to migrate to Softr
Softr publishes a migration guide for Airtable users following Bending Spoons' acquisition of Airtable, positioning its built-in database as the replacement.
What people actually say about Softr AI Co-Builder — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
28 mentions across 2 sources (YouTube, Product Hunt) · researched Sep 24, 2026.
Weighted by the 28 posts each of 2 sources contributed.
- +Prompt-driven generation asks clarifying questions before building, killing the blank-page problem for first-time users
- +Generates database, interface, and workflows together — full-stack app, not just a UI shell
- +Longtime users (four years on Softr) confirm the AI cobuilder produces genuinely usable output, not demos
- +Visual editor lets non-technical users reason about layouts rather than getting stuck in code
- +Built-in relational database with snapshot backup and restore closes a long-standing no-code gap
- −Scalability and real-time data performance under production load is unproven and flagged by reviewers
- −AI vs. visual editor boundaries — what AI edits automatically — remain unclear and unanswered
- −Custom code and API connectors sit behind the Pro paywall, limiting free-tier extensibility
- −SSO, SCIM, and audit logs are Enterprise-only, so growing SMBs face a steep upgrade jump
- −A large share of visible YouTube coverage is affiliate-linked, muddying independent signal
- • SSO and SCIM are Enterprise-only, so governance features can require a major price jump
- • Custom code and API connectors require Pro tier, adding cost for any extensibility need
- • User seats and published app counts scale with plan, so growing teams pay more quickly
- • Snowflake integration is Enterprise-only — data warehouse users pay the top tier
Viability Score
How well maintained and how widely used is Softr AI Co-Builder? 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
- AI Co-Builder generates apps, interfaces, and data models from a plain-language prompt
- Softr MCP builds apps, custom blocks, databases, and workflows from Claude, ChatGPT, Codex, and other AI tools
- MCP works on every plan including Free with no AI credits required
- Vibe-code custom blocks from Claude or ChatGPT mapped to your data sources via MCP
- Workflow MCP automates tasks from an AI agent, including rebuilding flows from a screenshot
- Softr App Agents answer questions inside your app under the logged-in user's permissions
- Scheduled Agents run recurring background tasks on a schedule, available on every plan
- Built-in relational database with automated backup, snapshot restore, and item-level sharing
- Multi-step workflow automation with branching and bulk actions
- Forms with conditional logic and multi-page layouts
- Granular user roles, permissions, and visibility rules
- Installable PWA mobile app generation with push notifications (Business)
- App-user two-factor authentication via authenticator app, enforceable or optional (Business)
- Custom code and API connectors (Pro and above)
- Workspace teams with scoped project visibility and guest invites (Business and Enterprise)
About Softr AI Co-Builder
Softr is an AI app builder for business operations. Describe the portal, CRM, intranet, inventory tracker, or knowledge base you need in plain language and it generates the interface, a built-in relational database, and the workflows behind it — then you iterate with AI or visually, keeping control of roles, permissions, and security. The pricing page confirms the scale: 5K database records and 500 workflow actions a month on Free, rising to 1M records and 25K workflow actions a month on Business at $329/mo. Softr says 1 million+ teams use the platform. The generator is only part of the stack. Multi-step workflow automation with branching, forms with conditional logic and multi-page layouts, granular roles and visibility rules, installable PWA mobile apps with push notifications on Business, and authenticator-app 2FA for app users all ship alongside it. Softr MCP, launched September 6-8 2026, lets you build apps, vibe-code custom blocks, update databases, and design workflows straight from Claude, ChatGPT, Codex, or other AI tools — no AI credits needed, on every plan including Free. Softr Agents arrived August 26 2026 in two forms: App Agents that answer questions inside your app under the logged-in user's permissions, and Scheduled Agents that run recurring background tasks, both on every plan. AI credits still meter the in-product Co-Builder: 5/mo on Free, 10 on Basic, 50 on Pro, 100 on Business. That places Softr between lightweight builders like Glide and heavier low-code platforms like Retool — more permission granularity and data control than Glide, less assembly than Retool.
Behind the Verdict
Softr's pitch is that the AI generator is the front door, not the product. That's the right way to read it. Prompting gets you a first draft of an app, a database schema, and workflows, but the things that make it usable in a business — granular permissions and visibility rules, split Team and Client app-user metering, conditional form logic, multi-step automation with branching — are what you actually pay for, and they're what separates Softr from lighter tools. Since August 2026 the platform has added two things worth understanding before you buy. Softr MCP (September 6-8 2026) connects your workspace to Claude, ChatGPT, Codex, or another LLM so you can build apps, vibe-code custom blocks, update databases, and design workflows from wherever you already work. The changelog is explicit that this needs no AI credits and works on every plan including Free — which materially changes what the entry price buys, since the 5-credit Free allowance stops being the bottleneck. Softr Agents (August 26 2026), split into App Agents and Scheduled Agents, are also on every plan. The honest constraints: even at $329/mo the Business plan caps workflow actions at 25K/mo and database records at 1M, so high-volume automation outgrows it fast. App users are split into Team and Client buckets, with extra app users starting at $1/month on Pro and $2/month on Business. Builders are metered separately too — one included on Basic, two on Pro, three on Business, with extras at $5, $10, and $20/mo respectively. Then there's the ceiling: no on-prem deployment, PWA installs still assume connectivity, and complex custom-coded software will hit the no-code wall. Buy Softr if you're an ops, marketing, HR, or SMB team replacing spreadsheets and off-the-shelf tools and you want permission granularity without Retool's assembly. Don't buy it if you need offline-first behavior, on-prem hosting, or automation volume in the hundreds of thousands of monthly actions. The Airtable migration push — Softr published a migration guide after Bending Spoons' acquisition of Airtable — is a real signal of who they're courting.
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Real-world workflow fit
Concrete scenarios for the personas Softr AI Co-Builder actually fits — and what changes day-one when you adopt it.
Describe a client portal with project status, invoices, and a document library; Co-Builder generates the interface, database schema, and workflows, then you tighten visibility rules so each client sees only their own records.
Outcome: A working external portal the same day, with Client app users on Pro (50 included) rather than a $15k custom build.
Connect Softr MCP and ask the agent to create the app, vibe-code a custom dashboard block, seed the database, and draft the onboarding workflow — no AI credits consumed.
Outcome: A first working internal tool built without leaving the AI tool you already use, on any plan including Free.
Generate an intranet with page folders, conditional visibility by department, and a Scheduled Agent that emails a weekly digest; enable PWA install and push notifications on Business so staff get updates on their phones.
Outcome: A self-serve intranet that replaces a spreadsheet directory and a paid off-the-shelf tool, with scoped workspace teams keeping sensitive projects hidden.
Use Cases
- Describe a client portal in plain language and get interface, database, and workflows in one pass
- Build a custom CRM that matches your sales process without coding
- Connect Google Sheets to build an inventory management app
- Design an employee intranet with push notifications and conditional content
- Turn Airtable bases into dashboards and internal tools
- Create a knowledge base app with visibility rules for different user groups
- Stand up a vendor onboarding portal for external partners with Client logins
- Drive Softr builds from Claude or ChatGPT via MCP without spending AI credits
Models Under the Hood
as of 2026-10-18
Limitations
- AI usage on the in-product Co-Builder is metered via credits, with limited allowances (5/mo Free, 10/mo Basic).
- Building via Softr MCP from Claude, ChatGPT, and other AI tools does not consume AI credits and is available on every plan.
- App users are split between Team and Client buckets (5 app users, 5 team users, 3 builders on Free), and database records start at 5K on Free with workflow actions throttled at 500/mo on Free and 2.5K/mo on Basic.
- Design language and app structure live inside Softr's runtime, so there's no on-premise or self-hosted deployment path.
as of 2026-10-18
Verification history
We have re-verified Softr AI Co-Builder 10 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-checked, vendor evidence unchanged
- — 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
Showing the 6 most recent of 10 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 Softr AI Co-Builder 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
Solo builders or a small team testing whether Softr fits before committing — you can run unlimited apps, databases, workflows, agents, and forms with up to 3 builders.
What this tier adds
Free entry point: 5 AI credits/mo, 5K database records, 500 workflow actions/mo, 5 team + 5 client app users, and full Softr API & MCP access with no AI credits.
Basic
$19/mo
Ideal for
An individual or two-person operation putting a single internal app on a real domain — a tracker, directory, or simple portal.
What this tier adds
Adds a custom domain, conditional form logic, and automated database backup over Free, and lifts limits to 10 AI credits/mo, 50K records, 2.5K workflow actions/mo, with 1 included builder.
Pro
$99/mo
Ideal for
A small team shipping client-facing portals — 50 included client app users makes this the first tier where an external partner portal is realistic.
What this tier adds
Adds removal of Softr branding, OTP and Google sign-in for app users, granular permissions and visibility, advanced user actions, comments, and custom code and API connectors; jumps to 50 AI credits/mo, 500K records, 10K workflow actions/mo, 10 team + 50 client users, 2 builders.
Business
$329/mo
Ideal for
A company running advanced systems at scale where mobile access and identity controls matter — field teams needing installable apps, or regulated workflows needing 2FA.
What this tier adds
Adds filtered user sync, authenticator-app 2FA for app users, domain-restricted signup, global data restrictions, installable PWA with push notifications, and priority support; lifts to 100 AI credits/mo, 1M records, 25K workflow actions/mo, 30 team + 100 client users, 3
Enterprise
Custom
Ideal for
Organizations with procurement, security, and identity requirements — SSO mandates, SCIM-driven provisioning, or audit obligations that rule out lower tiers.
What this tier adds
Adds SSO (SAML, OpenID), SCIM provisioning, audit logs, advanced security controls, workspace teams with scoped project visibility, guest invites, and Snowflake as a data source at custom pricing.
Where the pricing makes sense
The company stage and team size where Softr AI Co-Builder's pricing actually pencils out — and where peers do it cheaper.
Free plus $19/mo Basic plus $99/mo Pro are competitive against Glide and Airtable for permission-driven portals, and the fact that MCP-driven builds consume no AI credits softens the lowest tiers. $329/mo Business is where Softr gets expensive relative to Bubble or Noloco for teams that don't need PWA push, 2FA, and filtered user sync specifically.
Setup time & first value
How long it actually takes to get something useful out of Softr AI Co-Builder — broken out by persona, not the marketing-page minute.
Free-plan tinkerer: 20-40 minutes from prompt to a shareable app via the Co-Builder. Non-technical builder driving MCP from Claude or ChatGPT: 15-30 minutes to a first real build since no AI credits are spent iterating. Small team on Pro standing up a client portal with granular permissions and 50 client logins: a day or two including data import and role testing.
Switching to or from Softr AI Co-Builder
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Airtable: Softr publishes a dedicated Airtable migration guide and treats its database as an Airtable replacement — rebuild bases as Softr Databases, then attach apps and workflows.
- →From Google Sheets: connect the sheet as a data source on day one and build the app on top; move high-value tables into the built-in database when you need relational logic.
- →From Zapier or Make: rebuild multi-step automations as Softr Workflows, or use Workflow MCP to hand the agent a screenshot of the existing flow and have it reconstructed inside Softr.
- ↗To Retool: export your Softr Database tables and rebuild the UI as Retool components when your logic outgrows the no-code ceiling.
- ↗To Bubble: rebuild app structure manually — Softr does not offer a native export to Bubble's format, so plan a parallel build rather than a cutover.
- ↗To Airtable: export database records to CSV and re-import. Expect to lose Softr's workflow and permission configuration in the move.
Integrations
Resources & Guides
- Resourcesoftr.io
Academy · Softr AI Co-Builder
Helpful link from softr.io
- Resourcesoftr.io
Blog · Softr AI Co-Builder
Helpful link from softr.io
- Resourcesoftr.io
Templates · Softr AI Co-Builder
Helpful link from softr.io
- Resourcedocs.softr.io
Connect · Softr AI Co-Builder
Helpful link from docs.softr.io
- Resourcesoftr.io
Certification · Softr AI Co-Builder
Helpful link from softr.io
Tutorials & Learning
AI Co-Builderの内部：ライブデモと創業者への質疑応答
Softr
SoftrのAI共同開発者は、実際に動作するアプリを開発する。
Conor Martin
Getting Ahead with Softr AI Co-Builder (2026 Beginner Tutorial)
Hackathon Labs by Mr. Hackathon
YouTube returned 6 videos for “Softr AI Co-Builder”, and we withheld 2: 2 did not mention Softr AI Co-Builder. Showing the 4 we can prove are about Softr AI Co-Builder.
Official links
Tools that pair well with Softr AI Co-Builder
Common stack mates teams adopt alongside Softr AI Co-Builder, with the specific reason each pairing earns its keep.
Lovable
Lovable is an AI app builder that turns plain-language prompts into deployed full-stack web apps with hosting, auth and payments.
Replit Agent
Replit Agent turns a plain-English prompt into a running full-stack app inside your browser, then publishes it to a live Replit URL.
Bolt.new
Bolt.new is an AI app builder that turns a chat prompt into a deployed full-stack website on Bolt Cloud.
Featured Head-to-Head Comparisons
Softr Ai Co Builder vs Spider Cloud
Spider Cloud is the choice for AI/ML teams needing high-volume, reliable web data extraction with AI-powered parsing and unblocking. Softr AI Co-Builder is better for business users wanting to create custom internal apps without code. They solve completely different problems — evaluate based on whether you need to scrape data at scale or build operational apps.
Softr Ai Co Builder vs Temporal Ai
Choose Temporal AI if you're a developer building reliable, long-running AI agents or microservices that need fault tolerance and state persistence. Choose Softr AI Co-Builder if you're non-technical and want to quickly build a business portal or internal app using natural language. They solve very different problems.
Softr Ai Co Builder vs Presto Voice
If you run a QSR chain with drive-thrus and want to boost revenue through AI voice ordering and upselling, Presto Voice is the clear choice—but expect custom pricing and enterprise commitment. For non-technical teams needing custom business apps without coding, Softr AI Co-Builder offers a more accessible, freemium starting point with recent enhancements like Salesforce integration and push notifications. Your decision hinges on whether you're optimizing drive-thru operations or replacing spreadsheets with internal tools.
Alternatives to Softr AI Co-Builder
View allLovable
Lovable is an AI app builder that turns plain-language prompts into deployed full-stack web apps with hosting, auth and payments.
Replit Agent
Replit Agent turns a plain-English prompt into a running full-stack app inside your browser, then publishes it to a live Replit URL.
Frequently Asked Questions
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