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Lilambd Data for Agents

colors

Color Names: 30,000+ Named Colors. Give every color a human name. Great for design tools, games, generative art, e-commerce filters and AI assistants. Routes: /random (count); /search (q, limit, offset); /nearest (hex*, limit); /{name_or_hex}. Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Input Schema

NameRequiredDescriptionDefault
routeYesOne of: /random, /search, /nearest, /{name_or_hex}. Replace {placeholders} with a value, e.g. /search or /HND.
paramsNoQuery parameters, e.g. {"q":"tokyo","limit":"50"}
sampleNoFree preview, max 3 rows

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?

With no annotations, the description carries the full behavioral burden and does well on the hard parts: it discloses that calls cost $0.005 USDC via x402 in _meta["x402/payment"] and that sample=true yields a free 3-row preview, which is essential pre-call information an agent cannot get from the schema. It omits error behavior, default page sizes, and result shape, which keeps it below a 5.

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

Conciseness3/5

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

The route list and payment terms sit in one dense block and are front-loaded well enough, but the audience enumeration ('design tools, games, generative art, e-commerce filters and AI assistants') is pure marketing and does not help an agent decide or call. Roughly one sentence of the text does no work.

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 nested-params tool with no annotations and no output schema, the description supplies the non-obvious essentials: the four routes, their parameter names, the cost model, and the free preview escape hatch. It stops short of describing what a successful response contains or how failures/unknown names behave, which is the main remaining gap.

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?

Schema coverage is 100%, so the baseline is 3; the description exceeds it by mapping parameter names to specific routes (count for /random, q/limit/offset for /search, hex/limit for /nearest) and by explaining the paid-vs-sample switch, which the generic 'params' object schema does not. The required-parameter marker on /nearest's hex is implied but never stated explicitly.

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?

The description states the resource concretely ('30,000+ Named Colors', 'give every color a human name') and enumerates the four callable routes, so an agent knows this is a color-name lookup API rather than the many unrelated data APIs among its siblings. The audience blurb ('great for design tools, games...') adds flavor but no additional discrimination.

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

Usage Guidelines4/5

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

Routes are given with their key parameters inline — '/random (count); /search (q, limit, offset); /nearest (hex*, limit); /{name_or_hex}' — which is effectively the when-to-use decision an agent needs, since route selection is the only real choice here. There is no explicit statement of exclusions or limits (e.g., what happens with an unknown hex), but the context is clear.

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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