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minia2a-mcp

x402-osint-pack

OSINT Pack: OSINT toolkit — domain, IP, email, and social recon.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
ipNoIp to process
hostNoHost to process
domainNoDomain to process

TDQS

C2.3/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden, yet it discloses almost nothing operational: no return format, no mention of external network lookups or rate limts, and no explanation of what 'pack' behavior means (aggregated report? dispatch to sub-tools?). The word 'recon' weakly implies data collection, and the email/social claim conflicts with the input schema, adding noise instead of clarity.

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 description is a single short sentence, which earns efficiency credit, but it begins by repeating the tool name ('OSINT Pack: OSINT toolkit'), wasting the front-loaded position on redundancy. Brevity here comes at the cost of substance rather than trimming excess.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, no annotations, and three free-form optional parameters, an agent cannot anticipate what data it will receive, what side effects occur, or how this pack relates to the dozen-plus dedicated OSINT siblings. For a multi-domain tool that presents itself as a bundle, this is materially incomplete.

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 baseline is 3 even with no param information in the description. The tool description doesn't explain whether the parameters are mutually exclusive, combinable, or how to choose among them — the schema's own descriptions ('Ip to process') are t-hin. The description roughly aligns with domain/IP but introduces email/social which hhave no corresponding parameter, so it doesn't add meaningful semantic value.

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

Purpose2/5

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

The description identifies a broad domain (OSINT) and resource types (domain, IP, email, social), but 'toolkit' and 'pack' describe what it contains, not what it actually does — there is no concrete verb or operation. It also fails to distinguish itself from numerous OSINT siblings (domain-intel, ip-info, whois, email-verify), and the claim of email/social recon is unsupported by the schema, which only accepts ip, host, and domain.

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?

There is no guidance on when to call this pack instead of the many adjacent single-purpose tools (e.g., x402-domain-intel, x402-ip-info, x402-whois), nor any hint about whether ip/host/domain are alternative or combinable. For a pack-style tool, the selection and routing decision is exactly the hard part, and the description is silent on it.

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

D1.6/5.0
Disambiguation1/5

The tool set is saturated with near-duplicates and synonyms: character-count vs char-count, clamp vs clamp-value, is-abundant vs is-abundant-num vs is-abundant-number, and fetch vs browser-scrape vs web-scrape vs text-scrape. Generic names like 'difference', 'normalize', 'range', and 'partition' make the boundaries even harder for an agent to determine.

Naming Consistency2/5

Most tools share a x402- kebab-case prefix, but the set mixes noun-only names (math, hash, prime, time), verb-first names (get_stats, find, validate), auto-generated names (x402-publish-1787853294312-base-account), and inconsistent variants like temp vs temperature vs temperature-convert. This is not a coherent verb_noun convention despite the common prefix.

Tool Count1/5

1677 tools is an extreme count that creates selection paralysis and makes coherent agent use impractical. A utility or marketplace server at this scale needs sub-services or namespacing rather than a flat tool list.

Completeness2/5

The surface has broad token coverage across many utility categories, but the marketplace aspect is incomplete: service_discovery and get_stats exist, yet there are no generic publish, update, delete, or account-management operations. Utility families also contain redundant variants without clear completion or lifecycle structure.

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