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Get Started Free →bkend.ai onboarding — MCP setup, resource hierarchy, tenant/user model, first project. Triggers: bkend quickstart, onboarding, setup, MCP, 시작하기, 온보딩.
.claude/skills/popup-studio-ai-bkend-quickstart/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 15% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 29% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 36% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -14% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -9% | 0% |
MCP-based BaaS platform providing Database, Authentication, and Storage services. Manage backend via natural language from AI tools (Claude Code, Cursor).
Organization (team/billing) -> Project (service unit) -> Environment (dev/staging/prod, data isolation)bashclaude mcp add bkend --transport http https://api.bkend.ai/mcp
claude mcp add bkend --transport http https://api.bkend.ai/mcpget_context MCP tooljson { "mcpServers": { "bkend": { "type": "http", "url": "https://api.bkend.ai/mcp" } } }
| Problem | Solution | |---------|----------| | OAuth popup not appearing | Check browser popup blocker | | MCP tools not visible | Run claude mcp list to verify, re-add if needed | | Connection lost | Re-authenticate (automatic on next MCP call) | | Wrong project/env | Use get_context to check current session |
| Tool | Purpose | |------|---------| | get_context | Session context (org/project/env, API endpoint) | | search_docs | Search bkend documentation | | get_operation_schema | Get tool input/output schema |
| Doc ID | Content | |--------|---------| | 1_concepts | BSON schema, permissions, hierarchy | | 2_tutorial | Project~table creation tutorial |
| Tool | Purpose | Key Parameters | |------|---------|----------------| | backend_org_list | List organizations | None | | backend_project_list | List projects | organizationId | | backend_project_get | Get project detail | organizationId, projectId | | backend_project_create | Create project | organizationId, name, description? | | backend_project_update | Update project | organizationId, projectId, name?, description? | | backend_project_delete | Delete project (irreversible!) | organizationId, projectId | | backend_env_list | List environments | organizationId, projectId | | backend_env_get | Get environment detail | organizationId, projectId, environmentId | | backend_env_create | Create environment | organizationId, projectId, name |
Lightweight, cached (60s TTL) read-only queries via bkend:// URI:
| URI | Description | |-----|-------------| | bkend://orgs | Organization list | | bkend://orgs/{orgId}/projects | Project list | | bkend://orgs/{orgId}/projects/{pId}/environments | Environment list | | bkend://orgs/{orgId}/projects/{pId}/environments/{eId}/tables | Table list with schema |
Tip: Prefer Resources over Tools for listing operations (lighter, cached).
claude mcp add bkendhttps://console.bkend.aiFor the latest bkend documentation, use WebFetch:
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