Skip to main content
Glama

AgentIndex — measured reliability for agent services

cheapest_that_works

Cheapest that works. PRICED: $0.01 in USDC on base via x402 -- no account, no API key, no invoice. Call without payment to receive the exact payment requirements, then call again with payment to be served. Best value in one capability category: observed price ranked against our own measured uptime. A cheap service that is down is worth nothing, so price alone is not the ranking.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoHow many to return, 1-50 (default 10)
paymentNoOptional. An x402 X-PAYMENT header value. Omit it to receive the payment requirements for this call; supply it to be served. Price: $0.01
categoryYesCapability category, e.g. web-search, market-data, devtools

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.7/5.0
Behavior4/5

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

With no annotations, the description carries the full burden and does well: it discloses the exact price ($0.01 USDC on Base via x402), that no account or API key is required, and the required payment handshake. It stops short of describing what is returned (no output schema exists) or pagination/limit 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?

The purpose is front-loaded and the payment/ranking facts follow in a logical order. The closing line ('A cheap service that is down is worth nothing') is mild editorializing that justifies the ranking method rather than pure filler.

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 paid, three-parameter lookup with no annotations and no output schema, the description covers pricing, auth model, and the payment handshake adequately. It could be more complete by stating the shape of what is returned (ranked list vs single pick), which the `limit` param hints at but never confirms.

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%, so the schema already documents `category`, `limit`, and `payment` fully. The description reinforces the `payment` semantics and the category concept but adds no syntax or format detail beyond the schema. Baseline 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?

The description names a specific resource (services in a capability category) and states the selection rule: observed price ranked against measured uptime. The name plus the ranking sentence make the intent clear. However, it never explicitly distinguishes itself from siblings like price_check, get_rankings, or find_tool, so an agent must infer the difference.

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 two-step invocation flow (call without `payment` for requirements, call again with `payment` to be served) is genuinely useful usage guidance. But there is no guidance on when to choose this over the many sibling ranking/lookup tools, which is the harder routing decision here.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources