A starter agent that connects to Dobby AI's Control Plane via MCP Gateway, providing access to 90+ tools for task management, approvals, knowledge base, and agent operations
This server declares a single tool 'dobby_mcp_tools' with only a high-level description ('90+ tools for task management...') but provides NO visible tool definitions, schemas, parameters, or structured output documentation in the source code. The tool is instantiated via MCPToolset wrapping an external npm package (@dobbyai/mcp-external), meaning tool definitions are not inspectable here. Per the hard scoring rule: 'If you cannot see the actual tool definition in the source (only inferred): cap that tool's overall at 50.' Since the tool is entirely opaque and delegated to an external binary, and no schemas or parameter documentation are visible, this scores as a 5, barely functional declaration with zero verifiable structure.
90+ tools for task management, approval workflows, knowledge base search, and agent operations provided by Dobby AI's MCP Gateway
Tool definition is entirely opaque, delegated to external npm package with no visible schema, parameters, or structured output documentation in source code.
Tool description is generic and does not explain WHEN to use this tool vs. alternatives, what each of the 90+ sub-tools does, or what output structure to expect.
No error handling guidance. If a Dobby API call fails, the agent has no recovery path or actionable error message.
Credentials (DOBBY_API_KEY, DOBBY_TENANT_ID) are passed as environment variables to the external tool, but no documentation of how they are protected or whether they leak into logs.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 22 | 2026-07-28+ | v2 |