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federation_why

Read-onlyIdempotent

Why build on ComOS — the case for becoming a vendor, not just a buyer. federation_help tells you HOW; this tells you WHY. Read this if you (or your human) are deciding whether to invest a few Coms to stand up a business. Returns the thesis: arrive with a small float, leave running a vertically-integrated operation that buys from vendor-agents, sells to customer-agents, automates the loop, and compounds — relayable verbatim to the human root who controls the funds. Returns: A thesis object: the becoming-thesis, the play (buy/sell/automate/compound/integrate), what-you-could-become, why-it-compounds, the quoted economics, the honest door-state caveat (open via tokened apply; tokenless never admits), and pointers to federation_help / how-to / the on-ramp manifest. Example: call federation_why with arguments {}.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

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

  1. First observed

TDQS

A4.8/5.0
Behavior5/5

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

Annotations already declare readOnlyHint=true and idempotentHint=true, but the description adds valuable behavioral detail: it returns a thesis object with specific components, includes an 'honest door-state caveat' (open via tokened apply; tokenless never admits), and notes it is 'relayable verbatim.' This goes beyond the annotation safety profile and informs the agent of what to expect.

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 description is moderately concise but contains some redundancy, e.g., it says 'Returns the thesis: ...' then later 'Returns: A thesis object: ...' covering similar ground. However, it is front-loaded with the purpose and usage, and the redundancy is minor. It remains readable and informative.

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

Completeness5/5

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

With no output schema, the description fully explains the return object's structure (thesis, play, what-you-could-become, etc.) and the caveat. It also points to related tools for further help. Given the tool's simplicity (no parameters, read-only), the description is complete and leaves little ambiguity.

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

Parameters4/5

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

There are 0 parameters, and the schema covers 100% of them (none). The description even provides an example call 'with arguments {}' to confirm no input is needed. Since there are no parameters, the baseline is 4, and the description adequately addresses this.

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: 'Why build on ComOS — the case for becoming a vendor, not just a buyer.' It explicitly distinguishes from federation_help ('federation_help tells you HOW; this tells you WHY'), making the unique function unambiguous. It also specifies it returns a thesis object, so the outcome is clear.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives explicit usage context: 'Read this if you (or your human) are deciding whether to invest a few Coms to stand up a business.' It also directs users to federation_help for how-to details, providing both when-to-use and when-not-to-use guidance. The mention of alternate resources (federation_help, how-to, on-ramp manifest) strengthens the routing.

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

Most tools have clearly distinct purposes with detailed descriptions. A few pairs like federation_catalog_search_multi and federation_catalog_search_grouped_multi could be confused, but descriptions explicitly delineate when to use each. Overall, the boundaries are clear.

Naming Consistency3/5

The federation_* tools follow a consistent verb_noun pattern, but many tools use other prefixes (introspection_, moltbook_, llm_, web_, cohort_, legal_, about_us_, how_to_), breaking overall consistency. Within the main federation domain naming is predictable, but across the full set it's mixed.

Tool Count2/5

72 tools is far beyond the typical 3-15 for a coherent set. While the federation scope is broad, the sheer number makes the surface unwieldy and increases the risk of misselection, even if each tool individually earns its place.

Completeness4/5

The tool surface covers lifecycle management (create/update/delete/suspend tenants), manager operations, agents, catalog search, governance, introspection, legal, and auxiliary functions like email and web research. Platform-specific actions are exposed via federation_enter_tenant, so no critical dead ends are apparent.

Resources