Connect to an MQTT broker to enable real-time data monitoring from Victron Venus OS. Provides access to battery, PV, grid, and inverter metrics for immediate analysis.
Connect to MQTT broker for real-time data.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Changes observed during successful MCP inspections.
v0.1.0Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description must disclose behavioral traits, but it only says 'Connect to MQTT broker'. It does not clarify whether the connection is persistent, whether authentication is required, what side effects occur, or if there are any limitations. This is a significant gap for a connection-establishing operation.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single concise sentence that effectively states the core action. It is front-loaded and avoids unnecessary detail, though it could provide more context without becoming verbose.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the simplicity of the tool (0 params) and the presence of an output schema, the description is adequate for basic understanding, but it fails to explain important context such as the relationship to mqtt_subscribe and mqtt_disconnect. The lack of usage guidance and behavioral transparency makes it incomplete for the agent to select and invoke correctly in a sequence of operations.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The input schema has zero parameters, so there is nothing for the description to clarify. The schema coverage is 100% vacuously, and per the baseline for 0 params, the description does not need to add parameter semantics. It correctly remains silent on parameters.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states the action ('Connect to MQTT broker') and purpose ('real-time data'), which distinguishes it from sibling tools like mqtt_disconnect and mqtt_subscribe. It is specific and unambiguous, though it does not elaborate on the scope beyond 'real-time data'.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is provided on when to use this tool. It does not mention any prerequisites, alternatives, or that it should be called before mqtt_subscribe or after mqtt_disconnect. The agent is left without context for when this is appropriate relative to siblings.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.