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list feeds

list_feeds
Read-only

List the Agent Data Co feeds (AI-ecosystem datasets), their sources and update times. Free, no API key.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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 the key behavioral detail that the tool is 'Free, no API key,' which is not in the annotations and is useful for agents deciding whether to call it. It could mention rate limits or response format, but for a simple list endpoint this is good enough.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One sentence that front-loads the action and resource, followed by a short clarifying clause and a separate benefit statement. Zero waste.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has no parameters, no output schema, and annotations covering safety, the description provides enough to understand what it returns (feeds, sources, update times) and that it's free. It might benefit from noting that it returns a list of feed identifiers usable with other tools, but it's largely complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

There are zero parameters, so the baseline is 4. The description appropriately doesn't discuss parameters, and schema coverage is 100% (trivially). No missing information.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (List) and resource (Agent Data Co feeds) and clarifies what the feeds contain (AI-ecosystem datasets). This clearly distinguishes it from siblings like get_ai_pricing or get_github_ai_repos, which are more specific data endpoints, but it doesn't explicitly say it's a catalog/discovery tool for the other endpoints.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies this is a discovery/catalog endpoint by listing what feeds exist, and the phrase 'Free, no API key' gives a usage constraint. However, there is no explicit when-to-use guidance or mention of alternatives among siblings, leaving the agent to infer its role.

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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