How Lovable’s scores are calculated

Point an agent at llms.txt or agent-oriented docsweight 2

2 (weight) × 9 (quality) × 1.0 (full) = 18.0 of 20 max

• [probe] https://docs.lovable.dev/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.lovable.dev/llms.txt # Lovable Documentation > Lovable Documentation — Build full-stack websites with AI using natural language. Explore Lov”
• [claimed-docs] https://docs.lovable.dev/integrations/lovable-mcp-server.md“your AI agent can create projects, send messages to Lovable, inspect code, deploy apps, and more, all without leaving the client you're already working in”
• [claimed-docs] https://docs.lovable.dev/integrations/custom-mcp.md“Lovable can read from it as live context while you build: internal CRMs, private APIs, company knowledge bases, or niche third-party tools.”

Run the product headlessly / in CI for automationweight 2

2 (weight) × 3 (quality) × 0.6 (partial) = 3.6 of 20 max

• [claimed-docs] https://docs.lovable.dev/integrations/lovable-mcp-server.md“your AI agent can create projects, send messages to Lovable, inspect code, deploy apps, and more, all without leaving the client you're already working in”
• [claimed-docs] https://docs.lovable.dev/integrations/build-with-url.md“The Lovable API Build with URL feature lets you create links that open Lovable with a prompt already written, and optionally with reference images and web pages attached.”
• [claimed-docs] https://docs.lovable.dev/features/agent-integrations.md“Turn a published Lovable app into an MCP server for ChatGPT, Claude, and other AI assistants. Configure tools, sign-in, permissions, and access.”

Plug MCP servers into this product so it can use their toolsweight 3

3 (weight) × 8 (quality) × 1.0 (full) = 24.0 of 30 max

• [claimed-docs] https://docs.lovable.dev/integrations/custom-mcp.md“Lovable can read from it as live context while you build: internal CRMs, private APIs, company knowledge bases, or niche third-party tools.”
• [claimed-docs] https://docs.lovable.dev/integrations/mcp-registries.md“members then pick servers from it and connect them as chat connectors in a couple of clicks, instead of finding and pasting each server's URL by hand”
• [claimed-docs] https://docs.lovable.dev/integrations/clickhouse.md“the ClickHouse app + chat connector lets your Lovable app run SQL queries against your ClickHouse database over the HTTP interface”
• [claimed-docs] https://docs.lovable.dev/integrations/desktop-app.md“You get everything in the web app plus local MCP server support, multi-project tabs, and keyboard shortcuts.”

Connect an agent via an official MCP serverweight 3

3 (weight) × 8 (quality) × 1.0 (full) = 24.0 of 30 max

• [claimed-docs] https://docs.lovable.dev/integrations/lovable-mcp-server.md“your AI agent can create projects, send messages to Lovable, inspect code, deploy apps, and more, all without leaving the client you're already working in”
• [claimed-docs] https://docs.lovable.dev/integrations/desktop-app.md“You get everything in the web app plus local MCP server support, multi-project tabs, and keyboard shortcuts.”
• [claimed-docs] https://docs.lovable.dev/features/agent-integrations.md“Turn a published Lovable app into an MCP server for ChatGPT, Claude, and other AI assistants. Configure tools, sign-in, permissions, and access.”
• [claimed-docs] https://docs.lovable.dev/features/agent-integrations.md“Turn a published Lovable app into an MCP server for ChatGPT, Claude, and other AI assistants.”

Use an official CLIweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Drive the product through a documented public APIweight 3

3 (weight) × 8 (quality) × 1.0 (full) = 24.0 of 30 max

• [claimed-docs] https://docs.lovable.dev/integrations/lovable-mcp-server.md“your AI agent can create projects, send messages to Lovable, inspect code, deploy apps, and more, all without leaving the client you're already working in”
• [claimed-docs] https://docs.lovable.dev/integrations/build-with-url.md“The Lovable API Build with URL feature lets you create links that open Lovable with a prompt already written, and optionally with reference images and web pages attached.”
• [probe] https://docs.lovable.dev/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.lovable.dev/openapi.json, https://docs.lovable.dev/swagger.json, https://docs.lovable.dev/api/openapi.json, https://docs.lovable.dev/.well-known/openapi.json)”

Issue scoped/least-privilege API credentials for an agentweight 2

2 (weight) × 4 (quality) × 0.6 (partial) = 4.8 of 20 max

• [claimed-docs] https://docs.lovable.dev/features/agent-integrations.md“Turn a published Lovable app into an MCP server for ChatGPT, Claude, and other AI assistants. Configure tools, sign-in, permissions, and access.”
• [claimed-docs] https://docs.lovable.dev/features/agent-integrations.md“Turn a published Lovable app into an MCP server for ChatGPT, Claude, and other AI assistants.”
• [claimed-docs] https://docs.lovable.dev/introduction/lovable-for-enterprise.md“centralized identity, granular access controls, workspace-wide security oversight, scheduled Deep scans, audit logs, regional code hosting”

Build against official SDKsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://docs.lovable.dev/integrations/build-with-url.md“The Lovable API Build with URL feature lets you create links that open Lovable with a prompt already written, and optionally with reference images and web pages attached.”
• [claimed-docs] https://docs.lovable.dev/integrations/lovable-mcp-server.md“your AI agent can create projects, send messages to Lovable, inspect code, deploy apps, and more, all without leaving the client you're already working in”
• [probe] https://docs.lovable.dev/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.lovable.dev/openapi.json, https://docs.lovable.dev/swagger.json, https://docs.lovable.dev/api/openapi.json, https://docs.lovable.dev/.well-known/openapi.json)”

Subscribe to events via webhooksweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Explore an interactive API reference with runnable examplesweight 2

n/a — not applicable to this product: excluded from numerator and denominator

• [probe] https://docs.lovable.dev/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.lovable.dev/openapi.json, https://docs.lovable.dev/swagger.json, https://docs.lovable.dev/api/openapi.json, https://docs.lovable.dev/.well-known/openapi.json)”

Download a machine-readable API spec (OpenAPI or equivalent)weight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [probe] https://docs.lovable.dev/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.lovable.dev/openapi.json, https://docs.lovable.dev/swagger.json, https://docs.lovable.dev/api/openapi.json, https://docs.lovable.dev/.well-known/openapi.json)”

Test against a sandbox environment without touching production dataweight 1

1 (weight) × 4 (quality) × 0.6 (partial) = 2.4 of 10 max

• [claimed-docs] https://docs.lovable.dev/integrations/github.md“you can export and sync your project to GitHub: back up your code, review changes in pull requests, work locally in your IDE, test features on branches, and deploy outside Lovable”
• [claimed-docs] https://docs.lovable.dev/integrations/github.md“back up your code, review changes in pull requests, work locally in your IDE, test features on branches, and deploy outside Lovable”
• [claimed-docs] https://docs.lovable.dev/features/collaboration.md“When several people build in the same project, each of you can work in your own draft: a separate copy of the project with its own chat and preview.”
• [claimed-docs] https://docs.lovable.dev/features/cloud.md“Lovable hosts your app and includes a built-in backend (Cloud) with database, authentication, storage, edge functions, and AI, no infrastructure setup required.”

Rely on versioned APIs with a documented deprecation policyweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [probe] https://docs.lovable.dev/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.lovable.dev/openapi.json, https://docs.lovable.dev/swagger.json, https://docs.lovable.dev/api/openapi.json, https://docs.lovable.dev/.well-known/openapi.json)”
• [claimed-docs] https://docs.lovable.dev/integrations/build-with-url.md“The Lovable API Build with URL feature lets you create links that open Lovable with a prompt already written, and optionally with reference images and web pages attached.”

Do everything through the API that I can do in the UIweight 2

2 (weight) × 5 (quality) × 0.6 (partial) = 6.0 of 20 max

• [claimed-docs] https://docs.lovable.dev/integrations/lovable-mcp-server.md“your AI agent can create projects, send messages to Lovable, inspect code, deploy apps, and more, all without leaving the client you're already working in”
• [claimed-docs] https://docs.lovable.dev/integrations/build-with-url.md“The Lovable API Build with URL feature lets you create links that open Lovable with a prompt already written, and optionally with reference images and web pages attached.”
• [probe] https://docs.lovable.dev/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.lovable.dev/openapi.json, https://docs.lovable.dev/swagger.json, https://docs.lovable.dev/api/openapi.json, https://docs.lovable.dev/.well-known/openapi.json)”

Export all of my data in open formats and leaveweight 3

3 (weight) × 6 (quality) × 0.6 (partial) = 10.8 of 30 max

• [claimed-docs] https://docs.lovable.dev/integrations/git-sync-overview.md“Work locally in your IDE. Clone the repository, edit and commit locally, and push. Your changes sync back into Lovable.”
• [claimed-docs] https://docs.lovable.dev/integrations/github.md“If you only need a copy of your code, you can download your code directly from Lovable: use the Download codebase section in Project settings → Git”
• [claimed-docs] https://docs.lovable.dev/integrations/github.md“you can export and sync your project to GitHub: back up your code, review changes in pull requests, work locally in your IDE, test features on branches, and deploy outside Lovable”
• [claimed-docs] https://docs.lovable.dev/integrations/github.md“back up your code, review changes in pull requests, work locally in your IDE, test features on branches, and deploy outside Lovable”
• [claimed-docs] https://docs.lovable.dev/integrations/git-sync-overview.md“Git sync connects a Lovable project to a repository you own on GitHub or GitLab, and keeps the two in sync automatically”
• [claimed-docs] https://docs.lovable.dev/features/database.md“For direct database access, use the SQL editor at **Cloud tab → SQL editor**”
• [claimed-docs] https://docs.lovable.dev/features/cloud.md“The built-in backend utilizes Supabase's open-source foundation, which means you get a production-ready environment from day one, without needing to set up Supabase separately”

Read the product's source under an open licenseweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Self-host the core productweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

• [claimed-docs] https://docs.lovable.dev/features/cloud.md“Lovable hosts your app and includes a built-in backend (Cloud) with database, authentication, storage, edge functions, and AI, no infrastructure setup required.”
• [claimed-docs] https://docs.lovable.dev/features/cloud.md“Lovable hosts your app and includes a built-in backend (Cloud) with a database, storage, authentication, realtime, and functions.”
• [claimed-docs] https://docs.lovable.dev/introduction/getting-started.md“Build your first app and put it live on the web with about ten minutes of hands-on time. There is nothing to install and nothing to configure.”
• [claimed-docs] https://docs.lovable.dev/introduction/create-an-account.md“Anyone with an email address can sign up for free... Lovable automatically creates your first personal workspace on the free plan”
• [claimed-docs] https://docs.lovable.dev/introduction/lovable-for-enterprise.md“centralized identity, granular access controls, workspace-wide security oversight, scheduled Deep scans, audit logs, regional code hosting”

Get AI-generated insights and suggestions from my data inside the productweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://docs.lovable.dev/features/database.md“For direct database access, use the SQL editor at Cloud tab → SQL editor”
• [claimed-docs] https://docs.lovable.dev/features/database.md“For direct database access, use the SQL editor at **Cloud tab → SQL editor**”
• [claimed-docs] https://docs.lovable.dev/features/ai.md“Lovable's built-in AI connector handles that setup for you, so you can add AI features to your app by describing what you want to build.”
• [claimed-docs] https://docs.lovable.dev/features/database.md“Describe the data your app needs in chat, and Lovable creates the tables and schema for you.”

Set up automations that run autonomously in the backgroundweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://docs.lovable.dev/features/agent-mode.md“Build mode (previously Agent mode) is Lovable's autonomous execution mode, designed to implement changes directly in your project. When you give Lovable a task, it takes ownership of execution end to end.”
• [claimed-docs] https://docs.lovable.dev/features/agent-mode.md“Build mode (previously Agent mode) is Lovable’s autonomous execution mode, designed to implement changes directly in your project. When you give Lovable a task, it takes ownership of execution end to end.”
• [claimed-docs] https://docs.lovable.dev/features/agent-mode.md“Lovable working on a request doesn't block you. Send a follow-up, a correction, or a new idea at any time to steer the work”
• [claimed-docs] https://docs.lovable.dev/introduction/lovable-for-enterprise.md“centralized identity, granular access controls, workspace-wide security oversight, scheduled Deep scans, audit logs, regional code hosting”

Delegate tasks to a built-in AI assistant inside the productweight 3

3 (weight) × 8 (quality) × 1.0 (full) = 24.0 of 30 max

• [claimed-docs] https://docs.lovable.dev/features/agent-mode.md“Build mode (previously Agent mode) is Lovable's autonomous execution mode, designed to implement changes directly in your project. When you give Lovable a task, it takes ownership of execution end to end.”
• [claimed-docs] https://docs.lovable.dev/features/agent-mode.md“Build mode (previously Agent mode) is Lovable's autonomous execution mode, designed to implement changes directly in your project.”
• [claimed-docs] https://docs.lovable.dev/features/agent-mode.md“Build mode (previously Agent mode) is Lovable’s autonomous execution mode, designed to implement changes directly in your project. When you give Lovable a task, it takes ownership of execution end to end.”
• [claimed-docs] https://docs.lovable.dev/features/agent-mode.md“Lovable working on a request doesn't block you. Send a follow-up, a correction, or a new idea at any time to steer the work”
• [claimed-docs] https://docs.lovable.dev/features/agent-mode.md“Lovable applies changes directly to your project when using Build mode. All modifications are visible through file diffs and summaries.”
• [claimed-docs] https://docs.lovable.dev/features/projects/editor.md“you describe what you want in the chat panel on the left, and you watch your app take shape in the preview on the right”
• [claimed-docs] https://docs.lovable.dev/features/projects/chat.md“you can also ask Lovable to run project actions from chat, for example publish my app, deploy this project, ship it, or find me a domain for my bakery”
• [claimed-docs] https://docs.lovable.dev/features/publish.md“Ask Lovable to publish, deploy, ship, or go live, and it handles the deploy for you while respecting all publish-related workspace settings and permissions.”
• [community] https://news.ycombinator.com/item?id=44377495“"I'm using Lovable heavily for PM prototyping and it's great. I think, if anything, current subscription may be too cheap!"”
• [community] https://news.ycombinator.com/item?id=44377495“Startup CTO uses Lovable heavily for internal dashboards/CRUD tools; saved the equivalent of two full-time developers, but generated code is only okay, lacks sane defaults, abuses the 'any' type.”

Operate the product with natural-language commandsweight 2

2 (weight) × 9 (quality) × 1.0 (full) = 18.0 of 20 max

• [claimed-docs] https://docs.lovable.dev“You describe what you want to build, and Lovable generates a working application that includes frontend, backend, database, authentication, and integrations, all backed by editable code.”
• [claimed-docs] https://docs.lovable.dev/features/agent-mode.md“Build mode (previously Agent mode) is Lovable's autonomous execution mode, designed to implement changes directly in your project. When you give Lovable a task, it takes ownership of execution end to end.”
• [claimed-docs] https://docs.lovable.dev/features/agent-mode.md“Build mode (previously Agent mode) is Lovable’s autonomous execution mode, designed to implement changes directly in your project. When you give Lovable a task, it takes ownership of execution end to end.”
• [claimed-docs] https://docs.lovable.dev/features/database.md“Describe the data your app needs in chat, and Lovable creates the tables and schema for you.”
• [claimed-docs] https://docs.lovable.dev/features/projects/editor.md“you describe what you want in the chat panel on the left, and you watch your app take shape in the preview on the right”
• [claimed-docs] https://docs.lovable.dev/features/projects/chat.md“you can also ask Lovable to run project actions from chat, for example publish my app, deploy this project, ship it, or find me a domain for my bakery”
• [claimed-docs] https://docs.lovable.dev/features/publish.md“Ask Lovable to publish, deploy, ship, or go live, and it handles the deploy for you while respecting all publish-related workspace settings and permissions.”
• [community] https://news.ycombinator.com/item?id=44377495“"I'm using Lovable heavily for PM prototyping and it's great. I think, if anything, current subscription may be too cheap!"”
• [community] https://news.ycombinator.com/item?id=44377495“Startup CTO uses Lovable heavily for internal dashboards/CRUD tools; saved the equivalent of two full-time developers, but generated code is only okay, lacks sane defaults, abuses the 'any' type.”

Perform bulk operations across many items at onceweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Define rules that trigger actions automatically on eventsweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Schedule recurring jobs or workflowsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Version, review, and roll back my automationsweight 1

1 (weight) × 5 (quality) × 0.6 (partial) = 3.0 of 10 max

• [claimed-docs] https://docs.lovable.dev/integrations/github.md“you can export and sync your project to GitHub: back up your code, review changes in pull requests, work locally in your IDE, test features on branches, and deploy outside Lovable”
• [claimed-docs] https://docs.lovable.dev/integrations/github.md“back up your code, review changes in pull requests, work locally in your IDE, test features on branches, and deploy outside Lovable”
• [claimed-docs] https://docs.lovable.dev/integrations/git-sync-overview.md“Git sync connects a Lovable project to a repository you own on GitHub or GitLab, and keeps the two in sync automatically”
• [claimed-docs] https://docs.lovable.dev/tips-tricks/lovable-telegram-bot.md“Check edit history and review what changed... Query your project database with read-only queries”
• [claimed-docs] https://docs.lovable.dev/integrations/git-sync-overview.md“Work locally in your IDE. Clone the repository, edit and commit locally, and push. Your changes sync back into Lovable.”