create_entity_recordsCreate/insert records in one app entity. Executes directly for the authenticated app owner and returns the created record ids.
| Name | Required | Description | Default |
|---|---|---|---|
| app_id | Yes | The app ID | |
| entity | Yes | Entity name | |
| reason | No | Why these records should be created | |
| records | Yes | Records to create | |
| expected_count | No | Optional safety check; the write aborts if the record count differs |
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations are all false (readOnlyHint=false, openWorldHint=false, idempotentHint=false, destructiveHint=false), so they offer no safety profile. The description adds that it executes directly for the authenticated owner and returns created record IDs, which is useful. However, it does not disclose potential side effects, failure behavior (such as the expected_count safety abort mentioned in the schema), or whether the operation is batch-atomic. With weak annotations, the description should carry more of this burden.
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 front-loads the core action and includes the key behavioral detail (return of created IDs). There is no redundancy or fluff; every phrase contributes to understanding the tool's purpose and outcome.
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 create operation with five parameters and no output schema, the description is adequate but not exhaustive. It explains the execution context (direct for owner) and return value (IDs), but does not mention batch behavior, error conditions, or prerequisites like entity existence. Given the tool's moderate complexity and the absence of an output schema, some additional context would improve completeness, though it is not severely lacking.
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 100%, so all five parameters (app_id, entity, reason, records, expected_count) are already documented in the input schema. The description does not add any additional meaning or clarification beyond what the schema provides. Per the standard, a high-coverage schema sets a baseline of 3, and the description offers no extra value here.
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 starts with 'Create/insert records in one app entity,' which clearly states the action (create/insert) and the resource (records in an app entity). It distinguishes itself from siblings like create_entity_schema (which creates the schema) and update_entity_records (which modifies existing records) by focusing on insertion. The added detail 'returns the created record ids' further clarifies the outcome.
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 description implies this tool is for creating records, but it does not explicitly say when to use it versus alternatives such as update_entity_records, delete_entity_records, or seed_entity. The phrase 'Executes directly for the authenticated app owner' hints at an ownership requirement but provides no exclusions or conditions. There is no comparison with sibling tools to guide selection.
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.
Most tools have clearly distinct purposes with detailed descriptions, but there are some overlapping pairs like read_app_file/read_app_files and create_entity_records vs seed_entity, which could cause misselection. Singular/plural variants and compatibility tools introduce minor ambiguity, but the majority are well-separated.
Tool names predominantly follow a consistent verb_noun pattern (e.g., create_app, get_entities, delete_secret). There are some variations like 'agency_create_client' and 'seed_entity' that deviate slightly, but the overall convention is predictable and readable.
With 82 tools, the server is far above the typical range and feels overwhelming. Even for a full platform API, the count is extreme and likely increases selection complexity. A more curated set would improve navigability without sacrificing capability.
The tool surface is exceptionally comprehensive, covering app lifecycle, file operations, entity CRUD, versioning, A/B testing, secrets, integrations, domains, agents, scheduling, policies, and member management. No obvious missing operations for the platform's scope; it even includes validation and workflow guidance tools.