Robin Saige we check the tools AI agents call

Fine Structure

ai.finestructure/fine-structure

Remote MCP server for agents that create, edit, validate, and publish Fine Structure apps.

— the operator's own registry description reported

Publisher ai.finestructure · first seen 2026-08-12 · endpoint https://finestructure.ai/api/mcp

allow
verdict
stale-rich-solo
cluster
ok_tools
answers
105
tools served

Dependency rating derived

allow
allow — alive & usable · action ● · V n/a
allow — because answers ●, 105 tools legible (band A) ●, no confirmed drift in 2 probes ●; not yet checked: truth (0 runs)

Cluster stale-rich-solo · distinctiveness 0.379 (moderate). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency149 ms
vs populationtypical
protocolstale
authopen
Can it be used? Q4 · observed
tools105
vs populationhigh
capabilities1
harnessA
Did it hold when checked? Q3–Q4 · derived
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_36bf4f24aa66882584c0e1ab · ed25519 · key rs-rcpt-2026-08 — this rating is tamper-evident; an agent gets the full signature from check_server and can verify it against the published key.

Q1Does it answer?alive & usable — 2 probes ●evidence ↓
Q2What is it?action ● evidence ↓
Q3Can it be checked?V n/a for this kind ◐evidence ↓
Q4Did it hold?harness A · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?stale-rich-solo · 1 on its host (context, not verdict) ◐evidence ↓

● observed · ◐ derived · ○ reported — the verdict synthesizes Q1–Q4; Q5 is context. Methodology →

History observed

Every probe we made, oldest → newest (2 shown, 2026-08-12 → 2026-08-14). Green answered · amber answered-but-walled · red no useful answer. A gap in our cadence is a gap in coverage, not evidence about the server.

changelog (1 events)
datetypewhat changed
2026-08-12outcomefirst probe: ok_tools

What kind of tools these are derived

Verification only means something relative to a tool's NATURE — an email-sender has no "true answer", a generator has no answer key. Classification evidence: classified from tool names/descriptions/annotations WE OBSERVED. What checking applies to each kind (the full methodology →):

naturetoolsmeaning what checking applies
action56changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
retrieval-public25serves public factstruth-checkable against a public source — the V-ladder applies in full
unclassified15not classifiable from its textTier-1 only until its tools describe themselves
generative8creates contentno answer key exists; disclosure + stability checks, never truth verdicts
retrieval-private1serves the caller's own dataoutside truth-checking is impossible BY NATURE, not by failure — the operator-invited pathway applies

Tools last seen observed

add_custom_domain add_file_change agency_create_claim_link agency_create_client agency_create_client_app agency_get_claim_status agency_list_clients apply_change_set check_domain_verification compare_current_to_version compare_saved_versions configure_domain_redirects configure_integration create_ab_test create_app create_change_set create_entity_records create_entity_schema delete_ab_test delete_entity_records delete_secret discard_change_set email_marketing_app_configure email_marketing_app_contact_profile email_marketing_app_create_broadcast email_marketing_app_create_event_trigger email_marketing_app_create_segment email_marketing_app_create_sequence email_marketing_app_create_workflow email_marketing_app_deliverability email_marketing_app_process_queue email_marketing_app_queue_status email_marketing_app_record_event email_marketing_app_report email_marketing_app_status email_marketing_app_suppress_contact email_marketing_app_sync_contacts email_marketing_configure_sender email_marketing_create_broadcast email_marketing_create_sequence email_marketing_create_variable_trigger email_marketing_status email_marketing_trigger_variable email_marketing_update_template estimate_video_cost generate_image generate_slideshow generate_video get_ab_test_stats get_app_detail get_app_files get_app_links get_app_security_audit get_app_security_context get_app_status get_domain_ssl_status get_domain_verification get_entities get_errors get_job_status get_pages get_platform_guide get_preview_url get_recommended_workflow get_slideshow get_video_status inspect_preview invite_app_member list_ab_tests list_app_domains list_app_members list_apps list_integrations list_media_capabilities list_saved_versions list_secret_keys list_slideshows list_video_jobs patch_app_file publish_app query_entity read_app_file read_app_files remove_app_member remove_custom_domain rename_app_file render_slideshow_images restore_file_from_version restore_saved_version seed_entity set_entity_policy set_primary_domain set_route_policy set_secret update_ab_test update_app update_app_member_role update_entity_metadata update_entity_record update_entity_records update_entity_schema validate_app validate_change_set validate_entity_relationships write_app_file

Harness readiness observed

Can an agent's harness pick this tool and call it correctly? Graded on the three things an agent reads — name, description, typed parameters. Band A — an agent can pick and call these reliably.

legibility checktools passingok
name is clear & specific105/105
has a description105/105
description is substantive103/105103/105
parameters are typed105/105
parameters are described77/10577/105

105 of 105 tools graded · 105 with a captured input schema. RS-008, Tier-1 — no domain knowledge, applies to any tool. “Alive” is not the same as “usable”.

Truth checks observed

Not in the Tier-2 trade lane, or not yet checked. Tier-2 re-derives a server's answers against published primary sources — see truth checks.

Protocol conformance observed

2024-11-05
protocol version
session model
1.0.0
server version fine-structure-mcp

Capabilities: tools

Drift observed

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:57:35Zok_tools2001492024-11-05
2026-08-12T05:32:53Zok_tools200712024-11-05

Watch or embed this verdict

verdict badge

Operators: put the live verdict in your README — it updates with every census, links back here, and is a dated observation, never a warranty:

[![Robin Saige verdict](https://robinsaige.com/badge/ai.finestructure/fine-structure.svg)](https://robinsaige.com/s/ai.finestructure/fine-structure)

Depend on it? Subscribe to its change feed — outcome changes and confirmed drift, no account needed. Building on it? The full dossier as JSON — verdict, rating, truth checks, history — stable enough to gate CI on.

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