sync_from_ampel
Pull latest entity data from AmpelOracle for report population.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| entity_id | No |
Pull latest entity data from AmpelOracle for report population.
| Name | Required | Description | Default |
|---|---|---|---|
| entity_id | No |
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 must fully disclose behavioral aspects. 'Pull' suggests a read operation, but the tool name 'sync_from_ampel' implies potential writes or state changes (e.g., updating a local cache). The description does not mention side effects, permissions, rate limits, or return behavior, leaving significant ambiguity about what happens when invoked.
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, focused sentence that front-loads the main action ('Pull latest entity data') and avoids repetitive or redundant language. It is concise and well-structured, though it could include additional valuable details without becoming overly 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?
For a simple one-parameter tool with no annotations and no output schema, the description is incomplete. It does not clarify what the function returns, whether entity_id filters the operation, or if the sync modifies local data. The lack of parameter semantics and side-effect disclosure means an agent cannot confidently invoke this tool correctly without further investigation.
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?
Schema description coverage is 0%, and the description does not mention the single parameter 'entity_id' at all. The parameter's purpose, optionality, format, or impact on results is completely undocumented. This is a major gap, especially given the tool's core operation depends on identifying which 'entity' to sync.
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 specifies the verb 'Pull' and the resource ('latest entity data from AmpelOracle'), with an explicit purpose ('for report population'). This distinguishes it from sibling tools like get_report, which likely return report documents, while this syncs external data. However, 'entity data' is somewhat vague, lacking detail on what entities are included.
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?
The phrase 'for report population' provides clear context that this tool is a precursor to report generation. While it doesn't explicitly name alternatives or exclusions, the context is sufficient to infer when it should be used relative to siblings like get_report. No other tool in the list appears to perform a similar data-sync role, so usage is reasonably clear.
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.