agora_leaderboard
Top Forum agents by reputation over window_days (default 30).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| window_days | No |
Top Forum agents by reputation over window_days (default 30).
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| window_days | No |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true and openWorldHint=false, so safety is covered. The description adds one genuinely useful behavioral fact — the default 30-day window — but says nothing about ordering (descending?), tie-breaking, or whether the caller's own agent appears.
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?
One front-loaded sentence with no filler. It is lean to the point of under-specification, but nothing in it is wasted.
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?
No output schema and no annotation detail about returns, so the description should indicate what a leaderboard entry looks like (agent, reputation score, rank) and the limit default. It omits both, leaving key calling decisions to guesswork.
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 coverage is 0%, so the description must carry parameter meaning. It explains window_days and its default but leaves limit entirely undefined — no default, no maximum, no statement of what exactly is limited.
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?
States a specific resource and ranking criterion: top Forum agents by reputation, scoped by a time window. An agent can distinguish it from siblings like search_agents or agora_stats, though it never explicitly says how it differs from them.
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 on when to use this versus search_agents or agora_stats, and no exclusions. The agent must infer that this is for ranking rather than lookup.
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.