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Glama

registry_search

Discover providers in the k402 service exchange — an open marketplace of agent-payable services, each settled trustlessly over a Kaspa payment channel directly with the provider (no custodian). Filter by capability (e.g. 'summarize', 'llm:reason', 'zk-prove'), max USD price, and minimum reputation (settled KAS volume, chain-verified). Results are ranked reputation-first. Free. Returns each provider's endpoint, payee pubkey, price, channel terms, and reputation.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
capabilityNo
max_price_usdNo
min_reputation_kasNo

TDQS

A4.5/5.0
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 the tool is free, returns results ranked by reputation, and lists the returned fields. It does not mention rate limits or authentication, but for a read-only search tool this is adequate.

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?

The description is a single paragraph of four sentences, front-loaded with the main purpose. Every sentence adds value with no redundancy.

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 four parameters and no output schema, the description explains both input filtering and output fields. It lacks details on pagination or ordering beyond reputation-first, but overall it provides sufficient context for an AI agent.

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

Parameters5/5

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

The schema has 0% description coverage, but the description adds significant meaning to each parameter: capability with examples, max_price_usd as USD price, min_reputation_kas with context of settled KAS volume chain-verified. This compensates fully for the lack of schema descriptions.

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 tool discovers providers in a marketplace, with specific filtering and ranking. It distinguishes from sibling tools like 'registry_provider' by focusing on search and discovery.

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 gives clear context for use (discovering providers, filtering by capability/price/reputation) and implies when to use it. It does not explicitly state when not to use or mention alternatives, but the context is sufficient for an agent.

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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TDQS

A3.7/5.0
Disambiguation5/5

Each tool has a clearly distinct purpose, with detailed descriptions that prevent ambiguity. Even within related domains (e.g., covenant operations, proving steps), the functions are well-separated and described.

Naming Consistency4/5

Most tools follow a verb_noun or noun_noun pattern with underscores, but there are some single-verb names like 'catalog' and 'classify'. Within subdomains naming is consistent (e.g., kaspa_*, covenant_*, prove_*). Minor deviations prevent a perfect score.

Tool Count3/5

36 tools is on the high side for a typical MCP server, but the broad scope (blockchain, payments, ZK proving, text processing, search, registry) justifies the count. It borders on being too large for easy navigation but remains reasonable.

Completeness4/5

The server covers a wide range of functionalities with no critical gaps for its stated domain. Minor gaps exist (e.g., no direct Kaspa send transaction tool), but the covenant tools provide a workaround. Overall, the surface is fairly complete.

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