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Glama

introspection_system_list_nodes

Read-onlyIdempotent

Enumerate every artifact, tool, and tenant the federation knows about, with the activation state needed to render picker UIs. Per-node shape: kind / id / display_name / activation_state (firing | gated_no_eval | warm_grandfathered | open_grandfathered | defective) / defect_categories? / last_touched_at. Optional repo scopes the artifact list to one repo (Phase A). Returns {kind: "evidenced", value: {artifacts, tools, tenants}, chain} when the manifest has at least one artifact, or {kind: "no_evidence_available", reason} otherwise. Added by change-order 2026-05-27-010 (Phase 2) to strip free-text-input affordances from the workflow surfaces. Returns: The set of structure-graph nodes. Example: call introspection_system_list_nodes with arguments {}.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repoNo

Schema Changelog

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

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

TDQS

A4.2/5.0
Behavior4/5

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

The readOnlyHint, idempotentHint, and destructiveHint annotations already signal it as a safe read operation; the description adds substantial behavior beyond that: response variants, activation states, optional repo scoping, and what happens when there is no evidence. It does not contradict any 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 early sentences are dense and helpful, but it ends with a vague, duplicative 'Returns: The set of structure-graph nodes' after already giving a precise return shape. The change-order provenance sentence is also marginal; it does not helps an operating agent.

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?

For a single optional parameter with no output-based schema, the description covers result shape, enum state values, conditional return kinds, and plausible semantic behavior. It falls short of complete because 'chain' and activation-state meanings are left unresolved and no error details are given, but the tool is still usable from this description.

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?

The schema gives only the bare repo string field with no description, so the description compensates by saying 'Optional repo scopes the artifact list to one repo (Phase A)'. That is enough for the only parameter, though it does not define the expected repo format or explicitly state the omitted behavior.

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 opens with a explicit action and target: 'Enumerate every artifact, tool, and tenant the federation knows about', with a specific purpose of rendering picker UIs. It also lays out per-node fields and return shapes that separate this tool from sibling tools like introspection_system_list_repos or federation_list_tenants.

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?

It clearly states the intended context — 'needed to render picker UIs' — and explains when the optional repo parameter changes scope. It does not include explicit exclusion or when-not-to-use guidance or compare itself to alternative tools, but the usage context is readily understandable.

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