How Floot’s scores are calculated

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

2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max

• [probe] https://floot.com/llms.txt“PROBE llms.txt: HTTP 200 at https://floot.com/llms.txt # Floot > Floot turns a plain-language description into a real, deployed full-stack app — React + TypeScript frontend,”
• [claimed-docs] https://floot.com/llms-full.txt“point at an element or annotate a screenshot for the assistant to pick up”
• [probe] https://floot.com/docs.md“PROBE docs-md: HTTP 404 at https://floot.com/docs.md”
• [probe] https://floot.com/openapi.json“PROBE openapi: all candidate paths 404 (https://floot.com/openapi.json, https://floot.com/swagger.json, https://floot.com/api/openapi.json, https://floot.com/.well-known/openapi.json)”

Run the product headlessly / in CI for automationweight 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

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

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

• [claimed-docs] https://floot.com/docs/integrations/other-mcp-clients“Add Floot to Cursor, VS Code, Zed, or any client that supports remote MCP servers”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“get_logs — the first step for any 500, blank page, or failed request.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“query_database for reads, execute_sql for writes and migrations, pull_database_schema to regenerate typed helpers.”
• [probe] https://floot.com/docs/integrations/other-mcp-clients“official MCP server documented at https://floot.com/docs/integrations/other-mcp-clients”

Connect an agent via an official MCP serverweight 3

3 (weight) × 7 (quality) × 1.0 (full) = 21.0 of 30 max

• [claimed-docs] https://floot.com/docs/integrations/other-mcp-clients“Add Floot to Cursor, VS Code, Zed, or any client that supports remote MCP servers”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“get_logs — the first step for any 500, blank page, or failed request.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“query_database for reads, execute_sql for writes and migrations, pull_database_schema to regenerate typed helpers.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“create_checkpoint labels a point you can revert to from the Checkpoint panel in your project view.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“generate_image writes AI images into the project.”
• [probe] https://floot.com/docs/integrations/other-mcp-clients“official MCP server documented at https://floot.com/docs/integrations/other-mcp-clients”

Use an official CLIweight 2

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

• [claimed-docs] https://floot.com/docs/integrations/other-mcp-clients“Add Floot to Cursor, VS Code, Zed, or any client that supports remote MCP servers”
• [probe] https://floot.com/docs/integrations/other-mcp-clients“official MCP server documented at https://floot.com/docs/integrations/other-mcp-clients”

Drive the product through a documented public APIweight 3

3 (weight) × 7 (quality) × 0.6 (partial) = 12.6 of 30 max

• [claimed-docs] https://floot.com/docs/integrations/other-mcp-clients“Add Floot to Cursor, VS Code, Zed, or any client that supports remote MCP servers”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“get_logs — the first step for any 500, blank page, or failed request.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“query_database for reads, execute_sql for writes and migrations, pull_database_schema to regenerate typed helpers.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“create_checkpoint labels a point you can revert to from the Checkpoint panel in your project view.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“generate_image writes AI images into the project.”
• [probe] https://floot.com/docs/integrations/other-mcp-clients“official MCP server documented at https://floot.com/docs/integrations/other-mcp-clients”
• [probe] https://floot.com/openapi.json“PROBE openapi: all candidate paths 404 (https://floot.com/openapi.json, https://floot.com/swagger.json, https://floot.com/api/openapi.json, https://floot.com/.well-known/openapi.json)”
• [probe] https://floot.com/docs.md“PROBE docs-md: HTTP 404 at https://floot.com/docs.md”

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

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

• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“query_database for reads, execute_sql for writes and migrations, pull_database_schema to regenerate typed helpers.”
• [probe] https://floot.com/docs/integrations/other-mcp-clients“official MCP server documented at https://floot.com/docs/integrations/other-mcp-clients”

Build against official SDKsweight 2

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

• [probe] https://floot.com/openapi.json“PROBE openapi: all candidate paths 404 (https://floot.com/openapi.json, https://floot.com/swagger.json, https://floot.com/api/openapi.json, https://floot.com/.well-known/openapi.json)”
• [probe] https://floot.com/docs.md“PROBE docs-md: HTTP 404 at https://floot.com/docs.md”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“query_database for reads, execute_sql for writes and migrations, pull_database_schema to regenerate typed helpers.”

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

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

• [probe] https://floot.com/docs.md“PROBE docs-md: HTTP 404 at https://floot.com/docs.md”
• [probe] https://floot.com/openapi.json“PROBE openapi: all candidate paths 404 (https://floot.com/openapi.json, https://floot.com/swagger.json, https://floot.com/api/openapi.json, https://floot.com/.well-known/openapi.json)”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“get_logs — the first step for any 500, blank page, or failed request.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“query_database for reads, execute_sql for writes and migrations, pull_database_schema to regenerate typed helpers.”

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://floot.com/openapi.json“PROBE openapi: all candidate paths 404 (https://floot.com/openapi.json, https://floot.com/swagger.json, https://floot.com/api/openapi.json, https://floot.com/.well-known/openapi.json)”
• [probe] https://floot.com/docs.md“PROBE docs-md: HTTP 404 at https://floot.com/docs.md”

Test against a sandbox environment without touching production dataweight 1

1 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 10 max

• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“query_database for reads, execute_sql for writes and migrations, pull_database_schema to regenerate typed helpers.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“create_checkpoint labels a point you can revert to from the Checkpoint panel in your project view.”

Rely on versioned APIs with a documented deprecation policyweight 2

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

• [probe] https://floot.com/openapi.json“PROBE openapi: all candidate paths 404 (https://floot.com/openapi.json, https://floot.com/swagger.json, https://floot.com/api/openapi.json, https://floot.com/.well-known/openapi.json)”
• [probe] https://floot.com/docs.md“PROBE docs-md: HTTP 404 at https://floot.com/docs.md”

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://floot.com/docs/integrations/other-mcp-clients“Add Floot to Cursor, VS Code, Zed, or any client that supports remote MCP servers”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“get_logs — the first step for any 500, blank page, or failed request.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“query_database for reads, execute_sql for writes and migrations, pull_database_schema to regenerate typed helpers.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“create_checkpoint labels a point you can revert to from the Checkpoint panel in your project view.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“generate_image writes AI images into the project.”
• [probe] https://floot.com/docs.md“PROBE docs-md: HTTP 404 at https://floot.com/docs.md”
• [probe] https://floot.com/openapi.json“PROBE openapi: all candidate paths 404 (https://floot.com/openapi.json, https://floot.com/swagger.json, https://floot.com/api/openapi.json, https://floot.com/.well-known/openapi.json)”
• [probe] https://floot.com/docs/integrations/other-mcp-clients“official MCP server documented at https://floot.com/docs/integrations/other-mcp-clients”

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://floot.com/docs/projects/self-hosting“you can export the code and the database and deploy them wherever you like.”

Read the product's source under an open licenseweight 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

Self-host the core productweight 3

3 (weight) × 5 (quality) × 0.6 (partial) = 9.0 of 30 max

• [claimed-docs] https://floot.com/docs/projects/self-hosting“you can export the code and the database and deploy them wherever you like.”

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://floot.com/docs/integrations/whats-built-in“Built-in visitor tracking: page views, traffic sources, and trends.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“query_database for reads, execute_sql for writes and migrations, pull_database_schema to regenerate typed helpers.”

Set up automations that run autonomously in the backgroundweight 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

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://floot.com/changelog“build and ship full-stack apps without leaving your AI chat”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“get_logs — the first step for any 500, blank page, or failed request.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“query_database for reads, execute_sql for writes and migrations, pull_database_schema to regenerate typed helpers.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“create_checkpoint labels a point you can revert to from the Checkpoint panel in your project view.”
• [claimed-docs] https://floot.com/llms-full.txt“point at an element or annotate a screenshot for the assistant to pick up”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“generate_image writes AI images into the project.”
• [probe] https://floot.com/llms.txt“PROBE llms.txt: HTTP 200 at https://floot.com/llms.txt # Floot > Floot turns a plain-language description into a real, deployed full-stack app — React + TypeScript frontend,”

Operate the product with natural-language commandsweight 2

2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max

• [claimed-docs] https://floot.com/changelog“build and ship full-stack apps without leaving your AI chat”
• [probe] https://floot.com/llms.txt“PROBE llms.txt: HTTP 200 at https://floot.com/llms.txt # Floot > Floot turns a plain-language description into a real, deployed full-stack app — React + TypeScript frontend,”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“get_logs — the first step for any 500, blank page, or failed request.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“query_database for reads, execute_sql for writes and migrations, pull_database_schema to regenerate typed helpers.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“create_checkpoint labels a point you can revert to from the Checkpoint panel in your project view.”
• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“generate_image writes AI images into the project.”

Perform bulk operations across many items at onceweight 2

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

• [claimed-docs] https://floot.com/docs/integrations/what-your-ai-can-do“query_database for reads, execute_sql for writes and migrations, pull_database_schema to regenerate typed helpers.”

Define rules that trigger actions automatically on eventsweight 3

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

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://floot.com/docs/integrations/what-your-ai-can-do“create_checkpoint labels a point you can revert to from the Checkpoint panel in your project view.”