{"id":"casibase-casibase","name":"casibase","homepage":"https://casibase.org","repo_url":"https://github.com/casibase/casibase","category":"ai-ml","subcategories":[],"tags":["ai-ml","rag","knowledge-base","mcp","a2a","agents","sso","self-hosted","go","beego","mysql","python","flask","react"],"what_it_does":"Casibase is an open-source AI “cloud OS” knowledge base and agent management platform. It provides an admin UI, user management, and Single-Sign-On, and supports integrating multiple LLM providers (hosted and local) plus MCP/model-context-protocol-style agent interactions for agent-to-agent workflows.","use_cases":["Run a centralized knowledge base with LLM-powered chat and retrieval","Manage multiple LLM providers and deployments (hosted and self-hosted)","Enable agent-to-agent workflows via MCP/A2A integrations","Provide an admin console for user/org management and model configuration","Use SSO to control access to an internal AI assistant"],"not_for":["Applications needing a lightweight single-purpose API (this appears to be a full platform with UI and multiple backend components)","Teams that require a fully specified developer REST/SDK contract from the provided documentation excerpt","Use cases where strict data residency/compliance guarantees are required but not documented in the provided content"],"best_when":"You want an enterprise-style, self-hostable AI knowledge base and agent management system with centralized admin/SSO and multi-model provider support.","avoid_when":"You cannot accommodate operating a multi-component system (Go/Beego/Python/Flask/MySQL plus frontend) or you require an explicitly documented, stable public API surface from the materials provided.","alternatives":["LangChain/LlamaIndex with your own auth/admin layer","Open-source RAG platforms (e.g., Open WebUI + vector DB, or self-hosted RAG stacks)","Custom agent orchestration frameworks with MCP-compatible tooling","Managed enterprise knowledge base/chat solutions from major vendors (if you want SLA and compliance guarantees)"],"af_score":30.5,"security_score":54.5,"reliability_score":38.8,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-29T15:00:46.206598+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":false,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":["Single-Sign-On (SSO) (provider unspecified in provided excerpt)"],"oauth":false,"scopes":false,"notes":"README states Single-Sign-On is supported, but the excerpt does not specify OAuth/OIDC flows, supported IdPs, or scope model."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing details are provided in the excerpt (repo is open-source; hosted demos exist)."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":30.5,"security_score":54.5,"reliability_score":38.8,"mcp_server_quality":20.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":0.0,"tls_enforcement":70.0,"auth_strength":60.0,"scope_granularity":40.0,"dependency_hygiene":50.0,"secret_handling":50.0,"security_notes":"The excerpt indicates SSO is supported, which generally improves access control. However, no details are provided about TLS enforcement, token/session handling, RBAC scope granularity, secrets storage practices, audit logging, or rate-limit protections.","uptime_documented":20.0,"version_stability":55.0,"breaking_changes_history":50.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Public developer API/MCP contract details were not included in the provided excerpt, so agent integration behavior may need verification in the full docs.","Platform integrates multiple backend technologies (Go/Beego/Python/Flask/MySQL); operational variability can affect agent workflows."]}}