Retool vs Meilisearch
The low-code platform for internal tools, workflows, and AI agents
vs. Open-source fast search engine — Rust-based, built-in typo tolerance
Pricing tiers
Retool
Free
$0. Up to 5 users. Unlimited apps + mobile. 500 workflow runs/month. 5GB DB + storage. 20 hrs/mo Agents.
Free
Team
$10/builder/mo + $5/internal user/mo. 5k workflow runs. Staging env. App releases.
$10/mo
Business
$50/builder/mo + $15/internal user/mo. Audit logs, rich permissions, portals, embedded apps, external user pricing.
$50/mo
Enterprise
Custom. SAML/OIDC SSO, source control, error monitoring, full white-labeling, volume discounts.
Custom
Meilisearch
Self-Hosted (OSS)
MIT license. Single Rust binary. Run anywhere.
$0 base (usage-based)
Cloud — Resource-Based
$23/mo. Pay by CPU/RAM/storage. For high-traffic + vector workloads.
$23/mo
Cloud — Usage-Based
$30/mo. Pre-set search + document limits. 14-day trial. For MVPs/mid-scale.
$30/mo
Cloud — Enterprise
Custom. Self-hosting option + premier support + SLA + compliance.
Custom
Free-tier quotas head-to-head
Comparing free on Retool vs oss on Meilisearch.
| Metric | Retool | Meilisearch |
|---|---|---|
| No overlapping quota metrics for these tiers. | ||
Features
Retool · 14 features
- Apps (Web + Mobile) — Drag-drop UI builder with 100+ components.
- Audit Logs — Track every user action.
- Custom JavaScript — Write JS anywhere in app logic.
- MCP Support — Expose Retool workflows to AI agents.
- Modules — Reusable component bundles.
- Retool Agents — AI agents that use Retool queries + apps as tools.
- Retool Database — Managed Postgres with GUI + collab.
- Retool Embed — Embed apps into your SaaS.
- Retool Forms — Public forms that write to DBs.
- Retool Portals — External-facing apps for customers.
- SAML/OIDC SSO (Ent) — Enterprise auth.
- Source Control (Ent) — Git-backed version control for apps.
- White-labeling (Ent) — Full brand customization.
- Workflows — Cron + webhook-triggered automations with branching.
Meilisearch · 15 features
- AI-Powered Search (experimental) — Semantic search, embedders.
- API Keys — Scoped keys with action + index + expiration.
- Custom Ranking Rules — Order ranking rules per index.
- Dumps & Snapshots — Full-DB export + snapshot backups.
- Faceted Search — Dynamic facets with counts.
- Federated Search — Multi-index search in one query with normalization.
- Filters — Filter by boolean / range / string conditions.
- Geo Search — Radius + bounding box geo queries.
- instant-meilisearch — Adapter to use Algolia InstantSearch UI libs with Meilisearch.
- Search — Full-text search with typo + prefix handling.
- Sortable Fields — Sort results by any attribute.
- Stop Words — Ignored common words.
- Synonyms — Configure synonym groups per index.
- Tenant Tokens — Short-lived multi-tenant auth tokens.
- Vector / Hybrid Search — Vector search with keyword hybrid mode.
Developer interfaces
| Kind | Retool | Meilisearch |
|---|---|---|
| CLI | — | meilisearch CLI |
| SDK | — | instant-meilisearch (Algolia UI adapter), meilisearch-go, meilisearch-js, meilisearch-php, meilisearch-python, meilisearch-ruby, meilisearch-rust, meilisearch-swift |
| REST | Retool REST API (Workflows) | Meilisearch REST API |
| MCP | Retool MCP | — |
| OTHER | Retool Database, Retool Editor, Self-Hosted (on-prem) | — |
Staxly is an independent catalog of developer platforms. Some links to Retool and Meilisearch may be affiliate links — Staxly may earn a commission if you sign up through them, at no extra cost to you. Pricing is verified against vendor pages at publication time — reconfirm before buying.
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