api_directory_sample
Free. Five live public APIs that need no key.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Free. Five live public APIs that need no key.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full behavioral burden. It discloses that the tool is free and requires no API key, but says nothing about read-only nature, rate limits, response shape, or any other operational trait.
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 sentences with no wasted words. The key selling points (free, live, no key) are front-loaded, though the brevity borders on under-specification.
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 zero-parameter tool with no output schema and no annotations, the description gives only a minimal picture: it says there are five live public APIs and they need no key. It does not describe the return format or what exactly the agent should expect.
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 tool takes zero parameters, so per the rubric the baseline is 4 even though the description adds no parameter information.
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 implies the tool surfaces a sample of five free/public APIs, but it does not state an explicit verb or clarify whether it returns names, endpoints, or metadata. It only weakly differentiates itself from siblings like free_tiers or list_endpoints.
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?
It mentions that the APIs are free and need no key, which implies a context for use, but it gives no guidance on when to choose this tool over alternatives such as apis_search, free_tiers, or list_endpoints.
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.