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Crawlora MCP

coingecko_learn_articles

Read-only

Returns normalized CoinGecko Learn article cards from https://www.coingecko.com/learn and category pages.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoRows to return, default 20, max 50.
categoryNoLearn category. Allowed values: all, latest, airdrop-guides, coins-and-tokens, guides, wallets-and-bridges, api, reviews.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety and network profile is covered. The word 'normalized' hints at a consistent card shape, but the description adds little else about filtering, ordering, or pagination behavior.

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

Conciseness4/5

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

A single tight sentence with no filler, and the resource and source are front-loaded. It could afford one more clause given how little guidance the rest of the definition provides, but it wastes nothing.

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?

For a simple two-parameter list tool with a 100%-covered schema, an output schema, and read-only annotations, this is nearly complete. The only real gap is routing guidance among the many CoinGecko siblings.

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

Parameters3/5

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

Schema description coverage is 100% – both 'limit' (default 20, max 50) and 'category' (full allowed-value list) are fully documented in the schema. The description adds no parameter meaning beyond that, so the baseline of 3 applies.

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 ('Returns') and resource ('normalized CoinGecko Learn article cards') and names the source pages. It is clearly distinguishable from sibling coingecko_news (news vs. educational Learn content), though it never names that sibling explicitly.

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

Usage Guidelines2/5

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

No when-to-use guidance, no prerequisites, and no alternatives mentioned despite a large family of coingecko siblings. The agent has to infer that this is the go-to for Learn/educational content.

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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