{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_auto-backend","slug":"auto-backend","name":"Auto Backend","type":"product","url":"https://www.autobackend.dev","page_url":"https://unfragile.ai/auto-backend","categories":["app-builders"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_auto-backend__cap_0","uri":"capability://code.generation.editing.database.schema.to.rest.api.scaffolding","name":"database schema-to-rest api scaffolding","description":"Automatically generates boilerplate REST endpoint code and route handlers from database schema definitions. The system likely parses schema metadata (tables, columns, relationships) and generates CRUD operation endpoints with standard HTTP verbs, request/response serialization, and basic validation logic. This eliminates manual endpoint definition and reduces the repetitive work of mapping database operations to HTTP interfaces.","intents":["I want to quickly generate a full set of REST endpoints from my database schema without writing boilerplate","I need to scaffold CRUD operations for multiple tables at once","I want to avoid manually defining request/response models for standard database operations"],"best_for":["Junior developers building MVPs who need rapid API scaffolding","Solo indie developers wanting to minimize boilerplate overhead","Teams prototyping backend architectures before committing to custom implementations"],"limitations":["Generated endpoints likely lack sophisticated business logic, custom validation, and authorization patterns","No visibility into whether generated code follows security best practices (SQL injection prevention, input sanitization)","Unclear if generated code supports advanced REST patterns like pagination, filtering, sorting, or partial responses","Unknown support for complex relationships (many-to-many, polymorphic associations) beyond basic foreign keys"],"requires":["Database connection credentials or schema import capability","Web browser access to cloud-based Auto Backend interface","Supported database type (MySQL, PostgreSQL, MongoDB, or others — not publicly documented)"],"input_types":["database schema definition","database connection parameters","table/collection metadata"],"output_types":["REST API endpoint code","route handler functions","request/response model definitions"],"categories":["code-generation-editing","backend-scaffolding"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_auto-backend__cap_1","uri":"capability://data.processing.analysis.multi.database.schema.introspection.and.parsing","name":"multi-database schema introspection and parsing","description":"Analyzes connected database instances to extract structural metadata including tables, columns, data types, constraints, indexes, and relationships. The system performs reverse-engineering of database schemas to build an in-memory representation that drives code generation. This enables the tool to understand existing database architectures without manual schema definition.","intents":["I want to connect my existing database and automatically generate APIs from its current schema","I need to understand my database structure and generate code that respects its constraints","I want to avoid manually defining schema in configuration files or DSLs"],"best_for":["Developers with existing databases who want rapid API layer generation","Teams migrating legacy databases to API-first architectures","Rapid prototyping scenarios where schema-first development is impractical"],"limitations":["Schema introspection accuracy depends on database driver quality — edge cases in constraint detection may be missed","No documented support for database-specific features (PostgreSQL JSON types, MySQL generated columns, MongoDB aggregation pipelines)","Unclear how tool handles schema changes — likely requires manual re-introspection rather than continuous sync","Unknown handling of views, stored procedures, or computed columns"],"requires":["Network access to target database instance","Database credentials with read access to schema metadata","Supported database type (specific list not publicly documented)"],"input_types":["database connection string","database credentials","database host/port/name"],"output_types":["parsed schema metadata","relationship graph","constraint definitions"],"categories":["data-processing-analysis","schema-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_auto-backend__cap_2","uri":"capability://code.generation.editing.framework.agnostic.code.generation.with.template.customization","name":"framework-agnostic code generation with template customization","description":"Generates backend code that can target multiple frameworks (Express, Django, FastAPI, etc.) through a template-based or abstraction layer approach. The system likely maintains framework-specific code templates and adapts generated output based on selected target framework. This allows a single schema to produce idiomatic code for different technology stacks.","intents":["I want to generate backend code for my preferred framework without being locked into one ecosystem","I need to generate APIs in both Node.js and Python from the same schema","I want generated code that follows my framework's conventions and best practices"],"best_for":["Teams using polyglot tech stacks who need consistent API scaffolding across languages","Developers evaluating different frameworks and wanting to compare generated code quality","Organizations standardizing on multiple backend frameworks for different services"],"limitations":["Framework support list is not publicly documented — unclear which frameworks are actually supported","Generated code quality likely varies significantly across frameworks due to different abstraction levels","Unknown whether generated code includes framework-specific middleware, error handling, or logging patterns","Customization depth unclear — may not support framework-specific features like Django ORM relationships or FastAPI dependency injection"],"requires":["Selection of target framework from supported list","Framework-specific runtime environment (Node.js for Express, Python 3.9+ for Django/FastAPI, etc.)","Understanding of selected framework's conventions"],"input_types":["database schema","target framework selection","optional customization parameters"],"output_types":["framework-specific code files","route definitions","model/serializer definitions"],"categories":["code-generation-editing","framework-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_auto-backend__cap_3","uri":"capability://code.generation.editing.automated.api.documentation.generation.from.schema","name":"automated api documentation generation from schema","description":"Generates API documentation (likely OpenAPI/Swagger specs) directly from database schema and generated endpoints. The system extracts endpoint definitions, request/response models, and parameters to produce machine-readable and human-readable API documentation. This ensures documentation stays synchronized with generated code without manual updates.","intents":["I want API documentation automatically generated from my schema without writing it manually","I need OpenAPI specs for my generated APIs to integrate with API testing and client generation tools","I want to ensure my API documentation never gets out of sync with actual endpoints"],"best_for":["Teams building APIs that need to share specifications with frontend developers or API consumers","Developers using API testing tools like Postman that consume OpenAPI specs","Organizations requiring API documentation for compliance or onboarding"],"limitations":["Documentation generation likely covers only basic CRUD operations — custom business logic endpoints would need manual documentation","Unknown whether generated docs include authentication/authorization requirements, rate limiting, or error response examples","No visibility into documentation customization options (descriptions, examples, deprecation notices)","Unclear if tool supports OpenAPI 3.0 vs 3.1 or other documentation formats like GraphQL schemas"],"requires":["Generated API endpoints from schema scaffolding","Optional: API documentation customization parameters"],"input_types":["generated endpoint definitions","database schema metadata","optional documentation customization"],"output_types":["OpenAPI/Swagger specification","HTML documentation","API reference documentation"],"categories":["code-generation-editing","documentation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_auto-backend__cap_4","uri":"capability://automation.workflow.cloud.hosted.code.deployment.and.api.serving","name":"cloud-hosted code deployment and api serving","description":"Hosts generated backend code on Auto Backend's infrastructure and serves APIs directly without requiring user deployment. The system manages runtime environments, scaling, and infrastructure for generated endpoints. Users receive a live API URL immediately after generation without DevOps overhead.","intents":["I want my generated API live and accessible immediately without setting up servers or deployment pipelines","I need a quick way to test generated APIs without local setup","I want to avoid infrastructure management and focus on API logic"],"best_for":["Solo developers and indie hackers who lack DevOps expertise","Rapid prototyping and MVP scenarios where infrastructure overhead is unacceptable","Teams evaluating backend architectures before committing to production infrastructure"],"limitations":["Hosting on Auto Backend infrastructure creates vendor lock-in — migrating to self-hosted requires code extraction and redeployment","No documented SLA, uptime guarantees, or performance characteristics for hosted APIs","Unknown data residency and compliance implications for sensitive data stored in Auto Backend's infrastructure","Unclear scaling limits, rate limiting, or cost structure for production workloads","No visibility into whether APIs are isolated per user or share infrastructure, creating potential security concerns"],"requires":["Auto Backend account and cloud infrastructure access","Internet connectivity to reach hosted APIs","Acceptance of Auto Backend's data handling and privacy policies (not publicly documented)"],"input_types":["generated backend code","configuration parameters"],"output_types":["live API endpoint URL","API access credentials"],"categories":["automation-workflow","deployment"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_auto-backend__cap_5","uri":"capability://code.generation.editing.database.agnostic.orm.query.abstraction.layer","name":"database-agnostic orm/query abstraction layer","description":"Generates code that abstracts database-specific SQL or query syntax through a common interface, allowing the same generated code to work across different database systems. The system likely generates query builders or ORM-like abstractions that translate to database-specific operations at runtime. This enables schema portability across database engines.","intents":["I want to generate APIs that work with multiple database backends without rewriting code","I need to migrate from one database to another without regenerating all my API code","I want database-agnostic query abstractions in my generated code"],"best_for":["Teams planning multi-database deployments or database migrations","Organizations wanting flexibility to switch database vendors without API rewrites","Developers building SaaS platforms that support multiple database backends per tenant"],"limitations":["Database-agnostic abstractions typically sacrifice database-specific optimizations and features","Unknown whether generated code supports advanced queries (complex joins, aggregations, window functions) across all databases","Unclear how tool handles database-specific data types (PostgreSQL JSON, MySQL ENUM, MongoDB ObjectId)","No documentation on performance implications of abstraction layers vs native queries"],"requires":["Support for target database engines (specific list not documented)","Understanding of abstraction layer limitations and capabilities"],"input_types":["database schema","target database engine selection"],"output_types":["database-agnostic query code","ORM/abstraction layer definitions"],"categories":["code-generation-editing","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_auto-backend__cap_6","uri":"capability://tool.use.integration.interactive.api.testing.and.debugging.interface","name":"interactive api testing and debugging interface","description":"Provides a web-based interface for testing generated API endpoints with request builders, response viewers, and debugging tools. Users can construct HTTP requests, inspect responses, and debug API behavior without external tools like Postman. The interface likely includes request history, response formatting, and error inspection capabilities.","intents":["I want to test my generated APIs immediately without setting up Postman or curl","I need to debug API responses and understand what my generated code is returning","I want to explore my API's behavior interactively before integrating it with frontend code"],"best_for":["Developers iterating on generated APIs and wanting quick feedback loops","Teams without dedicated API testing infrastructure","Rapid prototyping scenarios where external tools add friction"],"limitations":["Web-based testing interface may lack advanced features of dedicated API testing tools (environment variables, test automation, load testing)","Unknown whether testing interface supports authentication/authorization testing","Unclear if request history and test cases persist or are ephemeral","No documentation on whether interface supports batch testing or API contract validation"],"requires":["Web browser access to Auto Backend interface","Generated API endpoints deployed on Auto Backend infrastructure"],"input_types":["HTTP method selection","endpoint URL","request headers","request body"],"output_types":["HTTP response status","response headers","response body","error messages"],"categories":["tool-use-integration","debugging"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_auto-backend__cap_7","uri":"capability://automation.workflow.real.time.schema.synchronization.and.change.detection","name":"real-time schema synchronization and change detection","description":"Monitors connected database schemas for changes and detects when the database structure diverges from generated code. The system likely polls database metadata periodically or subscribes to schema change events, then alerts users or automatically regenerates affected code. This keeps generated APIs in sync with evolving database schemas.","intents":["I want to know when my database schema changes so I can regenerate affected APIs","I need to keep my generated code synchronized with database migrations","I want to detect schema drift between my database and generated API definitions"],"best_for":["Teams with frequent database schema changes who want to minimize manual regeneration","Development teams using continuous database migrations and wanting API sync","Organizations needing audit trails of schema changes and corresponding API updates"],"limitations":["Change detection accuracy depends on database driver capabilities — some databases may not support efficient change notifications","Unknown whether tool automatically regenerates code or just alerts users to changes","Unclear how tool handles conflicting changes (user-modified generated code vs schema changes)","No documentation on change detection latency or polling frequency"],"requires":["Continuous connection to database instance","Database credentials with schema metadata read access","Optional: webhook or notification configuration"],"input_types":["database connection","change detection configuration"],"output_types":["change notifications","schema diff reports","regenerated code (if automatic)"],"categories":["automation-workflow","monitoring"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_auto-backend__cap_8","uri":"capability://code.generation.editing.batch.code.generation.and.project.export","name":"batch code generation and project export","description":"Generates complete backend project structures (multiple files, directory hierarchies, configuration files) in a single operation and exports them as downloadable archives or pushes to version control. The system orchestrates generation of endpoints, models, tests, configuration, and documentation into a cohesive project structure. Users receive production-ready project layouts without manual file organization.","intents":["I want to generate an entire backend project structure, not just individual endpoints","I need generated code organized in a standard project layout with proper directory structure","I want to export my generated backend as a complete project I can run locally"],"best_for":["Developers wanting to move generated code from cloud to local development","Teams needing to integrate generated code into existing version control workflows","Projects requiring self-hosted backends after initial prototyping on Auto Backend"],"limitations":["Exported code may not include all necessary configuration (environment variables, secrets, database credentials)","Unknown whether exported projects include tests, CI/CD configuration, or deployment scripts","Unclear if exported code maintains compatibility with Auto Backend's cloud hosting or requires modifications","No documentation on whether exports include dependency management files (package.json, requirements.txt, go.mod)"],"requires":["Generated API definitions and schema","Target framework and language selection","Optional: version control credentials for direct pushes"],"input_types":["generation configuration","export destination (download or git repo)"],"output_types":["project archive (ZIP/TAR)","directory structure with source files","configuration files"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_auto-backend__cap_9","uri":"capability://code.generation.editing.authentication.and.authorization.code.generation","name":"authentication and authorization code generation","description":"Generates authentication middleware, authorization checks, and access control logic for generated endpoints. The system likely produces code for common auth patterns (JWT, API keys, OAuth) and applies role-based or permission-based access control to endpoints. This secures generated APIs without manual auth implementation.","intents":["I want my generated APIs to include authentication and authorization without writing security code manually","I need to protect endpoints with role-based access control","I want standard auth patterns (JWT, API keys) automatically integrated into my generated code"],"best_for":["Developers building APIs that need security but lack authentication expertise","Rapid prototyping scenarios where security cannot be an afterthought","Teams wanting consistent auth patterns across multiple generated APIs"],"limitations":["Generated auth code likely implements only basic patterns — advanced scenarios (multi-factor auth, SAML, LDAP) probably unsupported","Unknown whether generated code includes rate limiting, CORS configuration, or other security headers","Unclear how tool handles token refresh, session management, or logout flows","No documentation on whether generated auth integrates with external identity providers or is self-contained"],"requires":["Selection of auth method (JWT, API key, OAuth, etc.)","Optional: identity provider configuration","Understanding of selected auth pattern's security implications"],"input_types":["auth method selection","role/permission definitions","identity provider configuration (if applicable)"],"output_types":["authentication middleware code","authorization decorators/guards","token validation logic"],"categories":["code-generation-editing","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":38,"verified":false,"data_access_risk":"high","permissions":["Database connection credentials or schema import capability","Web browser access to cloud-based Auto Backend interface","Supported database type (MySQL, PostgreSQL, MongoDB, or others — not publicly documented)","Network access to target database instance","Database credentials with read access to schema metadata","Supported database type (specific list not publicly documented)","Selection of target framework from supported list","Framework-specific runtime environment (Node.js for Express, Python 3.9+ for Django/FastAPI, etc.)","Understanding of selected framework's conventions","Generated API endpoints from schema scaffolding"],"failure_modes":["Generated endpoints likely lack sophisticated business logic, custom validation, and authorization patterns","No visibility into whether generated code follows security best practices (SQL injection prevention, input sanitization)","Unclear if generated code supports advanced REST patterns like pagination, filtering, sorting, or partial responses","Unknown support for complex relationships (many-to-many, polymorphic associations) beyond basic foreign keys","Schema introspection accuracy depends on database driver quality — edge cases in constraint detection may be missed","No documented support for database-specific features (PostgreSQL JSON types, MySQL generated columns, MongoDB aggregation pipelines)","Unclear how tool handles schema changes — likely requires manual re-introspection rather than continuous sync","Unknown handling of views, stored procedures, or computed columns","Framework support list is not publicly documented — unclear which frameworks are actually supported","Generated code quality likely varies significantly across frameworks due to different abstraction levels","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.2833333333333333,"quality":0.6799999999999999,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:29.133Z","last_scraped_at":"2026-04-05T13:23:42.562Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=auto-backend","compare_url":"https://unfragile.ai/compare?artifact=auto-backend"}},"signature":"YHrK0xTO8lpmFzlDcrU9CrzOfLoQDymKELJlrzGnHPlmcShY8WokyjL7CJjn5KSaPQNnm+Dcfk9heNkRQ7PiBQ==","signedAt":"2026-06-21T03:33:22.440Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/auto-backend","artifact":"https://unfragile.ai/auto-backend","verify":"https://unfragile.ai/api/v1/verify?slug=auto-backend","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}