{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-edubase","slug":"edubase","name":"EduBase","type":"mcp","url":"https://github.com/EduBase/MCP","page_url":"https://unfragile.ai/edubase","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-edubase__cap_0","uri":"capability://tool.use.integration.mcp.protocol.bridge.to.edubase.platform.api","name":"mcp protocol bridge to edubase platform api","description":"Implements the Model Context Protocol (MCP) as a standardized bridge layer that translates MCP client requests into EduBase REST API calls, exposing over 160 educational platform operations through a unified tool registry with naming convention edubase_<method>_<endpoint>. The server uses @modelcontextprotocol/sdk v1.12.3 for protocol compliance and maintains bidirectional communication between AI assistants and the EduBase backend.","intents":["Enable AI assistants to interact with EduBase educational content without direct API knowledge","Standardize tool discovery and invocation across multiple MCP clients","Abstract away EduBase API complexity behind a consistent interface"],"best_for":["AI assistant builders integrating educational platforms","EdTech teams building multi-client LLM applications","Organizations standardizing on MCP for tool orchestration"],"limitations":["Requires EduBase instance with API access enabled","Tool registry is static at server startup — no dynamic tool discovery","MCP protocol overhead adds latency compared to direct REST calls"],"requires":["Node.js 22+","Active EduBase account with API credentials","@modelcontextprotocol/sdk v1.12.3","@edubase/mcp npm package v1.0.16"],"input_types":["MCP tool call requests with JSON parameters","Authentication tokens (API credentials)"],"output_types":["MCP tool result responses (JSON)","Error messages with HTTP status codes"],"categories":["tool-use-integration","mcp-server"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-edubase__cap_1","uri":"capability://data.processing.analysis.parametrized.question.management.with.multiple.question.types","name":"parametrized question management with multiple question types","description":"Manages atomic educational questions through 8 dedicated tools (edubase_get_question, edubase_post_question, etc.) that support parametrization for infinite question variations, multiple question types (TEXT, CHOICE, NUMERIC, MATRIX), LaTeX typesetting for STEM content, and automatic grading. Questions serve as the foundational building block in the three-tier content hierarchy and can be organized into Quiz Sets and Exams.","intents":["Create and retrieve educational questions with support for complex mathematical notation","Generate question variations dynamically using parametrization","Manage different question types (multiple choice, numeric, matrix) through unified interface","Enable automatic grading of student responses"],"best_for":["EdTech platforms building adaptive learning systems","STEM educators creating parameterized problem sets","Assessment platforms requiring multi-format question support"],"limitations":["Question parametrization syntax not documented in provided materials","Automatic grading rules must be pre-configured in EduBase platform","No built-in question validation or syntax checking at MCP layer"],"requires":["EduBase API credentials with question management permissions","Understanding of supported question types (TEXT, CHOICE, NUMERIC, MATRIX)","LaTeX knowledge for STEM content (optional but recommended)"],"input_types":["JSON question objects with type, content, parameters, grading rules","LaTeX-formatted mathematical expressions","Question metadata (tags, difficulty, learning objectives)"],"output_types":["Question objects with ID, type, parametrization rules, grading configuration","Question variation instances with substituted parameters","Grading results with score and feedback"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-edubase__cap_10","uri":"capability://automation.workflow.transport.layer.with.multiple.deployment.options","name":"transport layer with multiple deployment options","description":"Implements flexible transport mechanisms supporting multiple deployment architectures including stdio (local process), HTTP/WebSocket (remote server), and Docker containerization. The transport layer abstracts communication between MCP clients and the EduBase server, enabling deployment in various environments (local development, cloud, on-premise) with configurable authentication and rate limiting.","intents":["Deploy EduBase MCP server locally for development","Run EduBase MCP as remote HTTP/WebSocket service","Containerize EduBase MCP for cloud deployment","Configure transport security and authentication"],"best_for":["Development teams building local LLM integrations","Cloud platforms deploying MCP servers at scale","Organizations requiring on-premise deployment"],"limitations":["Transport protocol selection trade-offs not documented","HTTP/WebSocket performance characteristics not specified","Docker image size and startup time not detailed","Load balancing and horizontal scaling guidance not provided"],"requires":["Node.js 22+ (for stdio/HTTP transport)","Docker (for containerized deployment)","Network configuration for remote deployment","EduBase API credentials"],"input_types":["Transport configuration (stdio, HTTP, WebSocket)","Server bind address and port","Authentication credentials"],"output_types":["Server process or container","Transport endpoint (stdio stream, HTTP URL, WebSocket URL)","Health check responses"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-edubase__cap_11","uri":"capability://safety.moderation.authentication.and.api.credential.management","name":"authentication and api credential management","description":"Implements authentication system managing EduBase API credentials (App ID and Secret Key) obtained from the EduBase dashboard integrations menu. Credentials are used to authenticate all MCP tool requests to the EduBase platform, with support for token-based authentication and optional SSO integration for enterprise deployments.","intents":["Securely manage EduBase API credentials","Authenticate MCP requests to EduBase platform","Integrate with SSO providers for enterprise authentication","Rotate and revoke API credentials"],"best_for":["Secure MCP server deployments","Enterprise organizations with SSO requirements","Systems requiring credential rotation and audit"],"limitations":["Credential storage and encryption mechanisms not documented","Token expiration and refresh logic not specified","Credential rotation workflows not detailed","Audit logging for authentication events not documented"],"requires":["EduBase account with API integration enabled","App ID and Secret Key from EduBase dashboard","Optional: SSO provider configuration"],"input_types":["App ID and Secret Key","SSO tokens or credentials","Authentication configuration"],"output_types":["Authentication tokens","Session data","Authentication status and errors"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-edubase__cap_12","uri":"capability://automation.workflow.rate.limiting.and.request.throttling","name":"rate limiting and request throttling","description":"Implements rate limiting and request throttling mechanisms to protect the EduBase platform from excessive API usage and ensure fair resource allocation across MCP clients. Rate limits are applied at the server level with configurable thresholds and backoff strategies.","intents":["Prevent API abuse and excessive request rates","Ensure fair resource allocation across clients","Implement backoff and retry strategies","Monitor and report rate limit violations"],"best_for":["Multi-client MCP deployments","Systems with unpredictable load patterns","Platforms requiring resource protection"],"limitations":["Rate limit thresholds and configuration options not documented","Backoff strategy and retry logic not specified","Per-client vs global rate limiting not detailed","Rate limit monitoring and alerting not documented"],"requires":["Rate limiting configuration","Understanding of EduBase API rate limits","Optional: monitoring and alerting setup"],"input_types":["Rate limit configuration (requests per second, burst size)","Client identification for per-client limits"],"output_types":["Rate limit status and remaining quota","Backoff recommendations","Rate limit violation alerts"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-edubase__cap_2","uri":"capability://data.processing.analysis.quiz.set.organization.and.composition.from.questions","name":"quiz set organization and composition from questions","description":"Exposes 7 tools for Quiz Set management (edubase_get_quiz_set, edubase_post_quiz_set, etc.) that enable organizing questions into reusable collections serving as the middle organizational layer in the three-tier content hierarchy. Quiz Sets group related questions and can be composed into Exams, supporting content reuse and modular assessment design.","intents":["Organize related questions into logical quiz collections","Reuse question groups across multiple exams","Manage quiz metadata and organizational structure","Build modular assessment hierarchies"],"best_for":["Curriculum designers building modular assessment systems","EdTech platforms supporting content reuse","Organizations managing large question banks"],"limitations":["Quiz Sets are read-only collections — question order/weighting configuration not detailed","No built-in versioning for quiz set changes","Composition rules for combining Quiz Sets into Exams not documented"],"requires":["EduBase API credentials with quiz management permissions","Pre-existing questions in EduBase system","Understanding of quiz set composition rules"],"input_types":["Quiz set metadata (name, description, tags)","Question IDs to include in quiz set","Organizational context (course, subject)"],"output_types":["Quiz set objects with ID, composition, metadata","Question lists within quiz sets","Quiz set usage statistics"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-edubase__cap_3","uri":"capability://tool.use.integration.secure.exam.creation.and.management.with.cheating.detection","name":"secure exam creation and management with cheating detection","description":"Manages secure, time-limited assessment instances through 8 dedicated tools (edubase_get_exam, edubase_post_exam, etc.) built from Quiz Sets with integrated cheating detection capabilities. Exams represent the top tier of the three-tier content hierarchy and enforce security controls including time limits, access restrictions, and proctoring integration for high-stakes assessments.","intents":["Create secure, time-limited exams from quiz sets","Configure exam security settings and cheating detection rules","Monitor exam sessions for suspicious behavior","Manage exam access and participant restrictions"],"best_for":["Educational institutions administering high-stakes assessments","Certification platforms requiring secure testing","Organizations needing proctored exam capabilities"],"limitations":["Cheating detection algorithms and thresholds not documented","Proctoring integration details not specified in provided materials","Real-time monitoring capabilities not detailed","No information on exam result invalidation workflows"],"requires":["EduBase API credentials with exam management permissions","Pre-existing Quiz Sets to build exams from","Security configuration (time limits, access rules)","Optional: proctoring service integration credentials"],"input_types":["Exam metadata (title, description, time limit)","Quiz Set IDs to include in exam","Security configuration (cheating detection rules, access restrictions)","Participant lists or enrollment data"],"output_types":["Exam objects with ID, configuration, security settings","Exam session data with timestamps and participant info","Cheating detection alerts and flags","Exam results with integrity scores"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-edubase__cap_4","uri":"capability://tool.use.integration.user.account.and.identity.management","name":"user account and identity management","description":"Exposes 15 user management tools (edubase_get_user, edubase_post_user, etc.) for creating, updating, and managing user accounts within the EduBase platform. Integrates with SSO systems for enterprise authentication and maintains user profiles with role assignments, organizational membership, and permission associations.","intents":["Programmatically create and manage user accounts","Integrate with SSO providers for enterprise authentication","Assign user roles and organizational memberships","Sync user data from external identity systems"],"best_for":["EdTech platforms with multi-tenant user management","Enterprise organizations integrating EduBase with SSO","Systems requiring bulk user provisioning"],"limitations":["SSO integration details and supported providers not documented","User deprovisioning and account lifecycle workflows not specified","No information on bulk user import/export capabilities","Password reset and account recovery flows not detailed"],"requires":["EduBase API credentials with user management permissions","User data in standardized format (email, name, role)","Optional: SSO provider credentials and configuration"],"input_types":["User profile data (email, name, role, organization)","SSO identity tokens or credentials","Bulk user lists (CSV, JSON)"],"output_types":["User objects with ID, profile, role, organization membership","Authentication tokens or session data","User creation/update confirmation with status"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-edubase__cap_5","uri":"capability://tool.use.integration.organization.and.class.structure.management","name":"organization and class structure management","description":"Manages organizational hierarchies and class groupings through 15 dedicated tools (edubase_get_organization, edubase_post_organization, etc.) that enable creating departments, schools, classes, and other organizational units. Organizations form the structural context for users, permissions, and content access, supporting multi-tenant and hierarchical organizational models.","intents":["Create and manage organizational units (schools, departments, classes)","Define organizational hierarchies and reporting structures","Manage class enrollment and membership","Control content access at organizational level"],"best_for":["Multi-school or multi-district EdTech platforms","Organizations with complex hierarchical structures","Systems requiring class-level content management"],"limitations":["Organizational hierarchy depth and structure constraints not documented","Class enrollment workflows and capacity limits not specified","Organizational unit deletion and restructuring rules not detailed","No information on organizational unit templates or defaults"],"requires":["EduBase API credentials with organization management permissions","Organizational structure definition (hierarchy, units)","User accounts for organizational membership"],"input_types":["Organization metadata (name, type, parent organization)","Class information (name, grade, capacity, instructor)","User IDs for enrollment"],"output_types":["Organization objects with ID, hierarchy, metadata","Class objects with enrollment lists and settings","Organizational structure trees"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-edubase__cap_6","uri":"capability://tool.use.integration.fine.grained.permission.and.access.control.system","name":"fine-grained permission and access control system","description":"Implements a comprehensive permission system with 52 dedicated tools (edubase_get_permission, edubase_post_permission, etc.) providing fine-grained access control across users, organizations, content, and operations. Permissions are assigned at multiple levels (user, role, organization) and control access to questions, quiz sets, exams, and administrative functions, supporting role-based access control (RBAC) and attribute-based access control (ABAC) patterns.","intents":["Define and assign granular permissions for users and roles","Control access to educational content at multiple levels","Implement role-based access control (RBAC) hierarchies","Audit and manage permission assignments"],"best_for":["Enterprise EdTech platforms with complex access requirements","Organizations requiring fine-grained content access control","Systems needing compliance with data protection regulations"],"limitations":["Permission inheritance rules and conflict resolution not documented","No information on permission caching or performance optimization","Dynamic permission evaluation latency not specified","Permission revocation and cleanup workflows not detailed"],"requires":["EduBase API credentials with permission management permissions","Understanding of permission model (roles, attributes, scopes)","User and organization context for permission assignment"],"input_types":["Permission definitions (resource, action, scope)","Role definitions with permission sets","User/organization context for permission evaluation"],"output_types":["Permission objects with ID, resource, action, scope","Role definitions with assigned permissions","Permission evaluation results (allowed/denied)"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-edubase__cap_7","uri":"capability://data.processing.analysis.tag.based.content.organization.and.metadata.management","name":"tag-based content organization and metadata management","description":"Manages content metadata and organization through 38 tag management tools (edubase_get_tag, edubase_post_tag, etc.) enabling hierarchical tagging, content categorization, and semantic organization. Tags serve as flexible metadata that can be applied to questions, quiz sets, exams, and other content, supporting discovery, filtering, and content relationship mapping.","intents":["Organize educational content using hierarchical tags","Enable semantic search and content discovery","Apply consistent metadata across content","Build content relationship graphs through tagging"],"best_for":["Content management systems requiring flexible organization","EdTech platforms with large content libraries","Systems needing semantic content discovery"],"limitations":["Tag hierarchy depth and structure constraints not documented","Tag synonym and alias management not specified","Tag-based search performance with large tag sets not detailed","Tag cleanup and consolidation workflows not documented"],"requires":["EduBase API credentials with tag management permissions","Tag taxonomy or organizational scheme","Content items to tag (questions, quiz sets, exams)"],"input_types":["Tag definitions (name, description, hierarchy)","Content IDs to tag","Tag relationships and hierarchies"],"output_types":["Tag objects with ID, hierarchy, usage statistics","Tagged content lists","Tag relationship graphs"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-edubase__cap_8","uri":"capability://data.processing.analysis.results.and.analytics.data.retrieval","name":"results and analytics data retrieval","description":"Exposes 6 tools for results and analytics (edubase_get_quiz_results, edubase_get_exam_results, etc.) enabling retrieval of performance data, assessment results, and learning analytics. Provides aggregated and individual result data with scoring, timing, and attempt information for analysis and reporting.","intents":["Retrieve quiz and exam results for individual students","Aggregate performance data for cohort analysis","Generate learning analytics and progress reports","Identify learning gaps and intervention opportunities"],"best_for":["EdTech analytics platforms","Learning management systems with reporting","Educational researchers analyzing assessment data"],"limitations":["Analytics aggregation functions and metrics not documented","Real-time vs batch result availability not specified","Result data retention policies not detailed","Custom analytics query capabilities not documented"],"requires":["EduBase API credentials with results access permissions","Quiz or exam IDs to retrieve results for","Optional: date ranges or filters for result queries"],"input_types":["Quiz/exam IDs","User/student IDs","Date ranges and filters","Aggregation parameters"],"output_types":["Result objects with scores, timing, attempt data","Aggregated analytics (mean, median, distribution)","Performance reports and visualizations","Learning analytics data"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-edubase__cap_9","uri":"capability://tool.use.integration.external.system.integration.and.connector.management","name":"external system integration and connector management","description":"Manages external system integrations through 7 integration tools (edubase_get_integration, edubase_post_integration, etc.) enabling connections to third-party services, LMS systems, and data sources. Integrations support data synchronization, SSO federation, and API bridging to external educational platforms.","intents":["Connect EduBase to external LMS and educational systems","Enable data synchronization with third-party platforms","Configure SSO federation with external identity providers","Bridge APIs between EduBase and external services"],"best_for":["EdTech ecosystems with multiple integrated platforms","Organizations migrating between LMS systems","Systems requiring multi-platform data synchronization"],"limitations":["Supported integration types and external systems not documented","Data synchronization frequency and latency not specified","Integration failure handling and retry logic not detailed","Custom integration development capabilities not documented"],"requires":["EduBase API credentials with integration management permissions","External system credentials and API endpoints","Integration configuration (mapping, sync rules)"],"input_types":["Integration type and external system details","Authentication credentials for external systems","Data mapping and synchronization rules"],"output_types":["Integration objects with ID, type, configuration","Synchronization status and logs","Integration health and error reports"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":32,"verified":false,"data_access_risk":"high","permissions":["Node.js 22+","Active EduBase account with API credentials","@modelcontextprotocol/sdk v1.12.3","@edubase/mcp npm package v1.0.16","EduBase API credentials with question management permissions","Understanding of supported question types (TEXT, CHOICE, NUMERIC, MATRIX)","LaTeX knowledge for STEM content (optional but recommended)","Node.js 22+ (for stdio/HTTP transport)","Docker (for containerized deployment)","Network configuration for remote deployment"],"failure_modes":["Requires EduBase instance with API access enabled","Tool registry is static at server startup — no dynamic tool discovery","MCP protocol overhead adds latency compared to direct REST calls","Question parametrization syntax not documented in provided materials","Automatic grading rules must be pre-configured in EduBase platform","No built-in question validation or syntax checking at MCP layer","Transport protocol selection trade-offs not documented","HTTP/WebSocket performance characteristics not specified","Docker image size and startup time not detailed","Load balancing and horizontal scaling guidance not provided","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.5,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:03.039Z","last_scraped_at":"2026-05-03T14:00:15.503Z","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=edubase","compare_url":"https://unfragile.ai/compare?artifact=edubase"}},"signature":"/ZlTxILL3Ebo0SULmkCS6gwtbGuOqdl+uM1Q5R2aEdKgTTL0BSzZxBOmD6UX6zjZlvE9xMRVOwDpS9e3Jy0lAA==","signedAt":"2026-06-21T07:17:34.485Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/edubase","artifact":"https://unfragile.ai/edubase","verify":"https://unfragile.ai/api/v1/verify?slug=edubase","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"}}