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federation_choice_get

Read-onlyIdempotent

Fetch one tenant's full choice_profile (the organic comparable facts + per-vertical attributes), its freshness, and its separate disclosed promotion label (null if not promoted). Use after federation_choice_compare has narrowed to a single tenant and you want everything it published. Returns: The tenant's full choice_profile envelope, freshness timestamp, and separate promotion label (null if not promoted). Example: call federation_choice_get with arguments {}.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tenant_idYesThe tenant whose profile to fetch

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Changed1 schema field changed
    • addedInput schema / properties / tenant_id / maxLength
      Added value: +4000
  2. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and idempotentHint=true. The description adds value by specifying the exact return envelope: the choice_profile, freshness timestamp, and a separate disclosed promotion label (null if not promoted). This helps the agent anticipate output format and null behavior. No contradiction with annotations.

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 relatively short but contains redundant return information (the first sentence already lists the return items, and the 'Returns:' sentence repeats them nearly verbatim). The example is inaccurate and unnecessary. While not bloated, not every sentence earns its place, and the poor example hurts 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?

For a simple read-only tool with one parameter and no output schema, the description covers purpose and return values well. However, the contradictory example and redundant return description introduce potential for misuse, preventing it from being fully complete. The core information is present, but the flaw lowers it below an ideal 4.

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

Parameters2/5

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

The schema provides 100% coverage with a clear description for tenant_id, so baseline is 3. However, the description's example says 'call federation_choice_get with arguments {}' which directly contradicts the required tenant_id. This misleading example could cause the agent to omit the mandatory parameter, and the description adds no useful semantic beyond the schema. The presence of incorrect guidance warrants a score lower than baseline.

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 uses the specific verb 'Fetch' with a clear resource ('one tenant's full choice_profile'), details the contents (organic comparable facts, per-vertical attributes), and distinguishes itself from the sibling tool federation_choice_compare by referencing that compare narrows to a single tenant. This unambiguously states what the tool does.

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?

Explicitly instructs to use after federation_choice_compare has narrowed to a single tenant, giving a concrete when-to-use context. It doesn't list exclusions or alternatives beyond federation_choice_compare, but the guidance is sufficiently clear for an AI 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

A3.6/5.0
Disambiguation4/5

Tools are grouped by clear domain prefixes (federation_*, introspection_*, moltbook_*) with each targeting a distinct resource+action (bond_post/release/status, key_challenge/bind/status, journal_append/read). The primary near-overlap — catalog_search_multi vs catalog_search_grouped_multi — is explicitly disambiguated in descriptions. Minor confusion risk exists among the four knowledge tools (federation_help, federation_why, about_us_about, how_to_about) but their purposes (how/why/manual/walkthrough) are distinct enough.

Naming Consistency3/5

The dominant `federation_<verb>_<noun>` pattern (create_tenant, list_agents, bond_release) is strong, but it's mixed with bare-noun tools (federation_arena, federation_offer, federation_solvency, federation_pricesheet, federation_help) and noun-noun variants (federation_manager_tree, federation_tenant_info). Non-federation tools use a loose `<domain>_<verb>` or single-token convention (legal_get, web_research, about_us_about). Readable overall, but conventions are noticeably mixed across the surface.

Tool Count2/5

At 72 tools this crosses the 50+ threshold for an extreme count. While the federation's scope is genuinely broad (manager lifecycle, tenants, catalog, agents, bonds, keys, journal, canon, introspection, social, email, research), the surface is bloated — roughly 15 bare introspection tools (list_nodes, probe, confidence, diff, coverage_gaps, co_decisions, climb_history, change_graph, change_reach, corpus_*) cover meta-self-knowledge that could plausibly collapse into fewer verbs. Agents would face a very large selection space.

Completeness5/5

The tool surface is exhaustively complete for the federation domain: applicant and operator sides of admittance, full manager lifecycle (create/list/freeze/attest/bond/key), full tenant lifecycle (create/list/info/update/suspend/delete/enter), catalog discovery with change-detection, pricing, solvency, latency, journaling, governance, legal, and even external outreach (email/moltbook/research). No dead ends exist — every write has a corresponding read/status path, and branched platform tools are intentionally deferred behind enter_tenant rather than omitted.

Resources