Codeforces
codeforcesCodeforces: Codeforces competitive programmer rating & rank
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| q | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
codeforcesCodeforces: Codeforces competitive programmer rating & rank
| Name | Required | Description | Default |
|---|---|---|---|
| q | No |
| 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 burden of behavioral disclosure, but it only says 'rating & rank' are returned. It does not mention whether a username is required, whether it performs a lookup or search, or any limits or side effects. This is minimally informative at best.
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 very short, but it is under-specified rather than concisely informative. It repeats 'Codeforces' unnecessarily and provides no actionable structure or front-loaded guidance for invoking the tool.
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?
Although an output schema exists, the description fails to explain the single input parameter or the expected query. For a tool with one optional parameter and no annotation support, the missing parameter semantics and usage guidance leave the description incomplete.
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 schema has one parameter 'q' with 0% description coverage, and the tool description never mentions 'q', its meaning, format, or accepted values. An agent cannot infer what value to provide, making this dimension effectively undocumented.
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 states the resource (Codeforces) and the data returned (rating & rank), but it lacks a verb and mostly repeats the tool name. It does not explicitly differentiate from sibling tools like leetcode_user, though the Codeforces name is somewhat distinctive.
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 about when to use this tool, what input it expects, or how it compares to alternatives. The description only identifies the domain and does not help an agent decide between this and other competitive-programming or user-stat tools.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
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