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federation_choice_compare

Read-onlyIdempotent

Compare federation tenants on their structured choice_profiles to pick one for a need. Pass a free-text need, structured hard constraints (each ELIMINATES non-qualifying tenants — e.g. {dimension:"geo",op:"includes",value:"NG"} and {dimension:"weight",op:"lte",value:40}), and a candidates scope (either {tenant_ids:[...]} after a catalog search, or {discover:true,vertical?} to find candidates by need). Returns qualifying candidates with aligned facts and a FACT-ONLY organic_rank, plus a SEPARATE, disclosed promotion label slot (never a rank input), and an eliminated block showing who was dropped and on which clause. Use this to choose a tenant before buying via the catalog/order path. Returns: Qualifying candidates with aligned comparable facts, fact-only organic_rank, separate promotion label slot, and an eliminated block. Example: call federation_choice_compare with arguments {}.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
needYesFree-text need; drives organic relevance
limitNoMax ranked candidates (default 20)
candidatesNoEither {tenant_ids:[...]} (search-then-compare) or {discover:true,vertical?} (scope-then-compare)
constraintsNoStructured hard constraints; each eliminates non-qualifying candidates

TDQS

A3.8/5.0
Behavior4/5

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

The description adds transparency about the output semantics by clarifying that 'organic_rank' is fact-only and the 'promotion' label is separate and disclosed. This goes beyond the annotations (read-only, non-destructive) by explaining how rankings are presented. No contradictions with annotations are present.

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

Conciseness2/5

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

The description is verbose and contains redundancy, notably repeating the full description of return values ('Returns qualifying candidates...') twice. The structure is somewhat stream-of-consciousness and could be tightened. While not egregiously long, the repetition detracts from clarity.

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

Completeness3/5

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

Given the absence of an output schema, the description compensates by detailing the return structure (organic_rank, promotion, eliminated block) and explaining the candidate scope. However, it fails to mention the 'limit' parameter, which is a required gap. The overall context is adequate but not fully complete.

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?

The description thoroughly explains three of the four parameters: 'need', 'constraints' (with examples), and 'candidates' (with two modes). However, it omits the 'limit' parameter entirely, leaving its purpose and default unspecified. This gap reduces completeness in parameter coverage.

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's purpose: comparing federation tenants based on their choice profiles to select one. It explicitly mentions the use case 'choose a tenant before buying', distinguishing it from catalog search or other tools. Despite a minor typo ('pick a need' instead of 'pick a tenant'), the overall intent is unambiguous.

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 provides usage context by explaining the two modes for the 'candidates' parameter (after a catalog search vs. discovery) and states the intended scenario ('before buying via the catalog/order path'). It does not explicitly enumerate exclusions or alternative tools, but the guidance is sufficient for typical use.

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

B3.4/5.0
Disambiguation3/5

Most tools have distinct purposes, but there is overlap among introspection tools (introspection_system_probe vs. introspection_system_confidence vs. introspection_system_diff) and between similar reading tools (federation_canon_get vs. federation_tenant_info). Descriptions help clarify but boundaries are not always crisp.

Naming Consistency2/5

Naming is inconsistent: some tools use verb_noun (federation_bond_post, federation_bond_release), some use noun_verb (federation_arena, federation_help), and some use noun_noun (about_us_about, moltbook_read). There are also tools with dot separators (about_us_about) and camelCase (cohort_email_send) mixed with snake_case, making patterns unpredictable.

Tool Count2/5

With 72 tools, the surface is extremely large and likely to overwhelm agents. While the server covers a complex federation platform, this many tools suggest poor scoping or lack of consolidation, making it hard for agents to discover and choose the right tool.

Completeness3/5

The server covers core federation lifecycle (create/list/update/delete tenants, manage managers, bonds, keys) and some platform operations, but there are gaps such as missing tenant deletion workflow details, no explicit tool for updating manager info, and no direct tool for tenant-level settings beyond basic update. The introspection suite is thorough but the domain may not be evenly covered.

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