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search_services

Search the full Vibe Springs catalog of 53 pay-per-use x402 endpoints by keyword, category, or max price. Returns endpoint URLs, prices, params, and example requests. [FREE]

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qNoKeyword query, e.g. "weather", "wallet", "pdf"
categoryNoCategory filter, e.g. "data/weather", "market-intelligence"
max_priceNoOnly services at or below this USDC price

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

No annotations are provided, so the description carries the full burden. It discloses that it searches a specific catalog (53 endpoints), that it is pay-per-use related, and marks it as FREE, which is useful behavioral context. It does not describe rate limits or pagination behavior, but for a search tool this is reasonable coverage; the [FREE] tag adds meaningful cost transparency not available elsewhere.

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?

The description is a single sentence that packs in the catalog size, endpoint type, filter dimensions, and return format. It is front-loaded with the essential purpose. Minor deduction for the '53 pay-per-use x402 endpoints' specificity which, while useful, could perhaps be trimmed, but overall this is tight and efficient.

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?

With 0 required params, full schema coverage, no output schema, and an optional-parameter search tool, the description reasonably covers what the tool does and returns. It states the return payload types (URLs, prices, params, example requests) which compensates for the absent output schema. A 5 would require naming sibling alternatives explicitly.

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 schema already documents all three parameters (q, category, max_price) with examples. The description reinforces the max_price parameter's semantic meaning ('USDC price' scope) and clarifies the combined filtering behavior. The baseline is 3 for full coverage, and the description adds modest value by indicating these are complementary filters.

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

Purpose5/5

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

The description clearly states the verb (search), the resource (full Vibe Springs catalog of 53 pay-per-use x402 endpoints), and the scope (by keyword, category, or max price). It distinguishes itself from siblings like get_crypto_prices or get_a_service by describing a catalog-wide search capability rather than a specific data retrieval function.

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?

The description specifies the searchable criteria (keyword, category, max price) and what is returned (URLs, prices, params, example requests), giving an agent clear context on when to use it. However, it does not explicitly name alternative tools or state when NOT to use this tool versus a direct endpoint retrieval, which would be a 5.

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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