User Authentication And Workspace Access Control

via “user authentication and access control with oauth, ldap, and rbac”

Self-hosted ChatGPT-like UI — supports Ollama/OpenAI, RAG, web search, multi-user, plugins.

Unique: Supports multiple authentication backends (local, OAuth, LDAP, SCIM) with a unified token-based session system. Uses JWT tokens for stateless authentication and implements role-based access control at the API middleware level, enabling fine-grained feature access control without application-level checks.

vs others: Unlike ChatGPT (single auth method) or self-hosted solutions (basic auth only), Open WebUI supports enterprise auth standards (LDAP, OAuth, SCIM) with role-based access control and multi-tenant workspace isolation.

via “multi-tenant workspace and role-based access control”

Visual LLM app builder with pre-built workflow templates.

Unique: Implements workspace-level resource isolation with a Tenant Model that partitions all data (apps, datasets, conversations) by workspace, enabling true multi-tenancy without cross-tenant data leakage. RBAC is enforced at API layer via middleware, preventing unauthorized access before business logic execution.

vs others: More tenant-aware than LangChain (which has no built-in multi-tenancy) and more flexible than Hugging Face Spaces (which isolates at the application level, not the data level).

via “team-workspace-management-with-role-based-access-control”

Metadata store for ML experiments at scale.

Unique: Integrates RBAC with experiment-level operations (e.g., 'can promote models to production') rather than just workspace-level access, enabling fine-grained governance of model deployment decisions

vs others: Provides more granular permission control than Weights & Biases' team-level access and includes built-in audit logging unlike MLflow's minimal access control

via “multi-tenant workspace isolation with role-based access control”

Open-source no-code automation tool.

Unique: Implements workspace-level isolation with role-based access control using database row-level security, enabling multi-tenant deployments where each workspace is logically isolated without requiring separate database instances

vs others: More scalable than separate database instances per workspace because it uses a single database with row-level security, but requires careful configuration to ensure isolation is not bypassed

via “workspace and organization management with role-based access control”

Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.

Unique: Implements multi-tenant workspaces with role-based access control, organization-level settings (branding, SSO, billing), and email-based user invitations with expiring links — enabling team collaboration with fine-grained permission management

vs others: More flexible than single-user systems because it supports team collaboration; more secure than flat permission models because roles enforce least-privilege access

via “workspace isolation and multi-tenancy with role-based access control”

Unified analytics and AI platform — lakehouse, MLflow, Model Serving, Mosaic AI, Unity Catalog.

Unique: Provides workspace-level isolation with RBAC and SSO integration, enabling multi-tenant deployments and centralized user management. Unlike single-workspace platforms, Databricks supports multiple isolated workspaces with separate compute and data.

vs others: More flexible than single-workspace platforms because it supports multiple isolated environments; more integrated with enterprise identity systems than generic platforms because it supports SSO and SAML; more comprehensive than basic RBAC because it includes workspace isolation and audit logging.

via “user authentication and workspace access control with supabase auth”

Open-source multi-provider ChatGPT UI template.

Unique: Delegates authentication entirely to Supabase Auth rather than implementing custom JWT logic, reducing security surface and leveraging Supabase's battle-tested auth infrastructure. Uses Supabase RLS policies for authorization rather than application-level checks, ensuring unauthorized queries are rejected at the database layer.

vs others: More secure than application-level authorization because RLS policies are enforced at query time before data is fetched. More flexible than hardcoded user roles because RLS policies can express complex access rules (e.g., 'users can access workspaces they own or were invited to with role >= member').

via “multi-tenant workspace isolation with rbac”

Open-source LLMOps platform for prompt management and evaluation.

Unique: Implements workspace isolation at the database level, with separate data partitions per workspace and API-level access control enforcement. Supports multiple authentication methods (OIDC, SAML, local) without code changes via configuration.

vs others: More flexible than single-tenant systems because it supports multiple teams in a single deployment, reducing operational overhead for enterprises.

via “workspace management and multi-tenancy”

Open-source ML lifecycle platform — experiment tracking, model registry, serving, LLM tracing.

Unique: Implements logical workspace isolation with workspace-level access control lists (ACLs) and permissions (admin, editor, viewer). Integrates with Databricks workspace authentication for enterprise deployments, enabling a single MLflow instance to serve multiple teams with data isolation.

vs others: More integrated with Databricks than standalone MLflow, and simpler than running separate MLflow instances per team, with workspace-level access control and shared infrastructure.

via “workspace and project isolation with multi-tenant support”

首家工业级全流程 AI 影视生产平台。Industry-first professional AI Agent platform for controllable film & video production. From shorts to live-action with Hollywood-standard workflows.

Unique: Implements workspace-level isolation with role-based access control and separate Asset Hub per workspace, enabling team collaboration while maintaining data isolation between workspaces

vs others: More secure than single-workspace systems because it isolates data between teams; more flexible than fixed role hierarchies because it allows custom role assignments per project

via “workspace-level access control and guest management with role-based permissions”

Reactive data visualization notebooks with AI.

Unique: Implements workspace-level access control separate from notebook-level sharing, enabling organization-wide permission hierarchies. Distinguishes between editors and viewers, allowing read-only access without edit permissions.

vs others: More scalable than per-notebook sharing because permissions are managed centrally; more granular than simple public/private because roles enable different access levels.

via “multi-tenant workspace isolation with role-based access control”

Production-ready platform for agentic workflow development.

Unique: Implements a Tenant Model with explicit Resource Isolation at the database schema level, ensuring data separation across workspaces. RBAC is enforced at middleware level before request handling, with support for multiple authentication methods (API keys, OAuth, SAML) through pluggable auth providers.

vs others: More secure than application-level tenancy by isolating data at the database schema level, and more flexible than single-tenant deployments by supporting workspace-level resource sharing and member management.

via “system administration with multi-user management and audit logging”

The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.

Unique: Combines multi-user management with event logging and telemetry in a single admin interface, enabling both access control and audit trails for compliance. API key management supports per-key scope control for fine-grained permissions.

vs others: More comprehensive than simple user management because it includes audit logging and API key management, and more suitable for enterprises than single-user deployments because it supports workspace-level access control and compliance tracking.

via “workspace and team collaboration with role-based access control”

Amplication brings order to the chaos of large-scale software development by creating Golden Paths for developers - streamlined workflows that drive consistency, enable high-quality code practices, simplify onboarding, and accelerate standardized delivery across teams.

Unique: Implements workspace-level isolation with resource-level RBAC enforced at the GraphQL API layer, allowing teams to collaborate within Amplication while maintaining strict access boundaries, rather than requiring separate Amplication instances per team

vs others: More granular than simple admin/user roles because it supports resource-level permissions; more practical than row-level security because it focuses on infrastructure resources rather than data rows

via “multi-tenant workspace isolation with role-based access control”

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

Unique: Implements workspace-level multi-tenancy with role-based access control and comprehensive audit logging; supports multiple authentication backends (LDAP, OAuth2, local) without requiring separate identity services; permission checks are enforced at the API layer with granular resource-level control.

vs others: More flexible than Auth0 because it's self-hosted and supports custom LDAP integration; more granular than simple role-based systems because permissions are tracked at the resource level with audit trails; simpler than building custom multi-tenancy because workspace isolation is built into the data model.

via “workspace and knowledge base management with hierarchical organization”

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Unique: Implements workspaces as isolated environments with hierarchical folder structures, workspace-scoped knowledge bases, and configurable models/tools per workspace. Access control is enforced at the workspace level with role-based permissions.

vs others: More organized than flat chat lists because workspaces provide project-level isolation; more flexible than single-workspace systems because teams can maintain separate knowledge bases and configurations.

via “multi-user oauth2.1 authentication”

Connect MCP Clients, AI assistants and developer tools to Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive through the Model Context Protocol! The most feature-complete Google Workspace / G Suite MCP server, now with Remote OAuth2.1 multi-user support and 1-click Cla

Unique: Utilizes a centralized token management system that allows seamless multi-user authentication without session conflicts.

vs others: More robust than traditional OAuth implementations by ensuring isolated sessions for each user.

via “user authentication and authorization with oauth and api key support”

AI 开发平台，内置云端开发环境，并支持业内最全的顶尖大模型。无论是开发项目、做调研、写文档，还是分析数据、处理任务，打开浏览器就能随时开始，让 AI 持续帮你推进工作

Unique: Implements dual authentication paths (OAuth for web, API key for IDE/CLI) with role-based access control and session management, enabling flexible deployment scenarios from cloud to on-premise; supports multiple OAuth providers through unified authentication layer

vs others: Provides both OAuth and API key authentication with RBAC, whereas Copilot uses GitHub OAuth only; enables on-premise deployments with custom authentication backends

via “team collaboration and role-based access control”

[Documentation](https://docs.airplane.dev/?utm_source=awesome-ai-agents)

Unique: Provides built-in RBAC and audit logging for workflow collaboration, with role-based permissions and change tracking, versus generic project management tools that lack workflow-specific access control

vs others: More secure than shared scripts or spreadsheets because access is controlled and audited, versus ad-hoc sharing that lacks visibility and accountability

via “team workspace management and user provisioning”

Unique: Implements workspace-level isolation with SAML/OAuth provisioning, whereas most SQL IDEs are single-user tools without multi-tenant support

vs others: More scalable than manual user management because SAML/OAuth automates provisioning; more secure than shared credentials because each user has individual access