activity_full_latest
PRO. Full latest H3 activity row.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| access_token | No | Subscriber token from /success (or Authorization: Bearer) |
PRO. Full latest H3 activity row.
| Name | Required | Description | Default |
|---|---|---|---|
| access_token | No | Subscriber token from /success (or Authorization: Bearer) |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full burden and fails to disclose return shape, auth behavior, or rate limits. 'PRO.' is the only behavioral hint (premium/subscriber gating), and it is never explained.
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?
Two short fragments, so nothing is wasted and it is front-loaded, but the terseness crosses into under-specification and unexplained acronyms rather than genuine economy.
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?
Low complexity (one optional auth param, no output schema, no annotations) lowers the bar, but an agent still cannot infer what 'H3 activity' means, what 'Full' vs non-full returns, or how this differs from the several similarly named siblings.
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?
Only one optional parameter and schema coverage is 100%, so the schema fully documents access_token. The description adds nothing beyond that, which meets the baseline for high-coverage schemas.
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?
Names a resource ('H3 activity row') and implies retrieval of the 'latest' one, but 'H3' is undefined jargon and 'Full' is unexplained. With siblings like latest_activity and activity_indicator, nothing in the description lets an agent tell which tool returns what.
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 when-to-use, when-not-to-use, or alternative-naming guidance at all. 'PRO.' hints at a subscription tier but does not help an agent choose this tool over latest_activity.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.