Atlas entry

`finestructure.ai`

197 capabilities over MCP. The inventory is incomplete. First atlas observation.

Observed 7 Nov 2026, 12:38 UTC · passive: no tools called, no credentials sent · sha256:4b2db3…9715

197 capabilities, 184 of them tools. 81 only read. 1 only computes. 60 change records, and 9 of those delete or cancel. 2 send messages. 40 have no reading.

AI reading, beta. side-effects v1 on claude-haiku-5.5, calibrated on MCP (golden-3). Only readings above a measured precision count. Counts are tools, not calls: no tool was called.

AI readings summary · beta

The service lists 184 tools, and 50 have AI readings.

7 tools are read as deleting or cancelling records, including archive_agent_task, delete_entity_records and remove_custom_domain.

start_owner_phone_verification is read as sending messages to people.

11 tools are read as changing records, including confirm_owner_phone_verification, update_entity_schema and set_knowledge_redaction_policy.

Written by code from the AI readings on this page: it groups them and says nothing they do not.

What an agent can do here

AI readings, beta · Readings on 144 of 184 MCP tools. 9 read as deleting or cancelling, 2 read as sending messages.

Moves money
0
No tool read this way.
Deletes or cancels records
9 tools
- delete_entity_records0.90
- delete_secret0.88
- delete_ab_test0.86
- archive_agent_task0.85
- and 5 more in the list
Sends messages to people
2 tools
- send_whatsapp_trigger_test0.85
- start_owner_phone_verification0.84
Changes permissions
0
No tool read this way.
Runs code
0
No tool read this way.
Should ask a person first
0
No tool read this way.

No counted reading 40 tools No reading was counted, so any effect above is possible for them: add_custom_domain, add_file_change, agency_create_claim_link, agency_create_client, archive_agent_goal, archive_agent_trigger, ask_knowledge_notebook, attach_agent_whatsapp, check_domain_verification, configure_integration and 30 more.

What changed

First atlas observation. Atlas history

Look first

AI reading, beta: AI adds items here; it never removes one.

delete_entity_recordsDeletes or cancels records · 0.90
delete_secretDeletes or cancels records · 0.88
delete_ab_testDeletes or cancels records · 0.86
archive_agent_taskDeletes or cancels records · 0.85
cancel_agent_runDeletes or cancels records · 0.84
stop_agent_taskDeletes or cancels records · 0.81

5 more in capabilities

Surfaces

5 protocols checked

ARD	Not found	No document retrieved
A2A	invalid	0 skills
MCP	Valid	2025-11-25 · 184 tools · resources not advertised · 13 prompts
OpenAPI	Not detected	0 operations
WebMCP	Not detected	0 declarative form tools · experimental

Exact states and meaning

ARD
absent
Exact state: not found · No document retrieved
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
A2A
failed
Exact state: invalid · Revision 1.0 · 0 skills
InterfaceDelta retained the machine state “invalid” without assigning an additional meaning.
Not observed / not fetched
MCP
observed
Exact state: valid · Revision 2025-11-25 · 184 tools · resources not advertised · 13 prompts
A usable protocol document was retrieved and validated.
Directly observed
OpenAPI
absent
Exact state: not detected · 0 operations
No endpoint was established from the evidence and scope that InterfaceDelta inspected.
Not detected does not prove that no endpoint exists.
Not observed / not fetched
WebMCP
absent
Exact state: not detected · 0 declarative form tools · experimental
No named declarative WebMCP form tools were observed in the origin root HTML.
Script-registered tools and other pages are not observed, so this does not mean the site has no WebMCP tools.
Not observed / not fetched

197 · inventory incomplete

Showing 197 of 197.

Tool and inputs							◇ AI reading, beta · confidence
Read as one of the six effects 11 AI only raises attention: these rows come first.
agent_id, task_id◇ AIDeletes or cancels records 0.85		Deletes or cancels records 0.85					Deletes or cancels records0.85
`archive_agent_task` inputs `agent_id` (required), `task_id` (required) AI Deletes or cancels records 0.85
agent_id, note, run_id◇ AIDeletes or cancels records 0.84		Deletes or cancels records 0.84					Deletes or cancels records0.84
`cancel_agent_run` inputs `agent_id` (required), `note`, `run_id` (required) AI Deletes or cancels records 0.84
app_id, test_id◇ AIDeletes or cancels records 0.86		Deletes or cancels records 0.86					Deletes or cancels records0.86
`delete_ab_test` inputs `app_id` (required), `test_id` (required) AI Deletes or cancels records 0.86
app_id, entity, expected_count, filters and 2 more◇ AIDeletes or cancels records 0.90		Deletes or cancels records 0.90					Deletes or cancels records0.90
`delete_entity_records` inputs `app_id` (required), `entity` (required), `expected_count`, `filters` and 2 more AI Deletes or cancels records 0.90
app_id, key◇ AIDeletes or cancels records 0.88		Deletes or cancels records 0.88					Deletes or cancels records0.88
`delete_secret` inputs `app_id` (required), `key` (required) AI Deletes or cancels records 0.88
phone_number_id*◇ AIDeletes or cancels records 0.80		Deletes or cancels records 0.80					Deletes or cancels records0.80
`detach_agent_whatsapp` inputs `phone_number_id` (required) AI Deletes or cancels records 0.80
app_id, change_set_id◇ AIDeletes or cancels records 0.80		Deletes or cancels records 0.80					Deletes or cancels records0.80
`discard_change_set` inputs `app_id` (required), `change_set_id` (required) AI Deletes or cancels records 0.80
app_id*, domain◇ AIDeletes or cancels records 0.80		Deletes or cancels records 0.80					Deletes or cancels records0.80
`remove_custom_domain` inputs `app_id` (required), `domain` AI Deletes or cancels records 0.80
app_id, sample_record, trigger_id◇ AISends messages to people 0.85			Sends messages to people 0.85				Sends messages to people0.85
`send_whatsapp_trigger_test` inputs `app_id` (required), `sample_record`, `trigger_id` (required) AI Sends messages to people 0.85
phone*, region◇ AISends messages to people 0.84			Sends messages to people 0.84				Sends messages to people0.84
`start_owner_phone_verification` inputs `phone` (required), `region` AI Sends messages to people 0.84
agent_id, note, task_id◇ AIDeletes or cancels records 0.81		Deletes or cancels records 0.81					Deletes or cancels records0.81
`stop_agent_task` inputs `agent_id` (required), `note`, `task_id` (required) AI Deletes or cancels records 0.81
Read as none of the six 133 Not a clearance.
app_id, content_base64, content_type, filename* and 2 more							Creates records0.88
`add_knowledge_document` inputs `app_id`, `content_base64`, `content_type`, `filename` (required) and 2 more AI Creates records 0.88
app_id, content, notebook_id							Creates records0.85
`add_knowledge_note` inputs `app_id`, `content` (required), `notebook_id` (required) AI Creates records 0.85
claim_expires_in_days, client_email*, client_full_name, description and 4 more							Creates records0.80
`agency_create_client_app` inputs `claim_expires_in_days`, `client_email` (required), `client_full_name`, `description` and 4 more AI Creates records 0.80
handoff_id*							Reads only0.84
`agency_get_claim_status` inputs `handoff_id` (required) AI Reads only 0.84
include_handoffs							Reads only0.90
`agency_list_clients` inputs `include_handoffs` AI Reads only 0.90
app_id, change_set_id, force							Changes records0.80
`apply_change_set` inputs `app_id` (required), `change_set_id` (required), `force` AI Changes records 0.80
app_id, approved, notebook_id, run_id*							Changes records0.84
`apply_knowledge_redaction` inputs `app_id`, `approved` (required), `notebook_id` (required), `run_id` (required) AI Changes records 0.84
app_id, subdomain*							Reads only0.80
`check_subdomain_available` inputs `app_id`, `subdomain` (required) AI Reads only 0.80
app_id, max_diff_chars, snapshot_id							Reads only0.87
`compare_current_to_version` inputs `app_id` (required), `max_diff_chars`, `snapshot_id` (required) AI Reads only 0.87
app_id, base_snapshot_id, max_diff_chars, target_snapshot_id*							Reads only0.86
`compare_saved_versions` inputs `app_id` (required), `base_snapshot_id` (required), `max_diff_chars`, `target_snapshot_id` (required) AI Reads only 0.86
app_id, force_https, primary_domain, redirect_www							Changes records0.85
`configure_domain_redirects` inputs `app_id` (required), `force_https`, `primary_domain` (required), `redirect_www` AI Changes records 0.85
code, phone, region							Changes records0.80
`confirm_owner_phone_verification` inputs `code` (required), `phone` (required), `region` AI Changes records 0.80
app_id*, goal_event_filter, goal_event_type, is_active and 3 more							Creates records0.82
`create_ab_test` inputs `app_id` (required), `goal_event_filter`, `goal_event_type`, `is_active` and 3 more AI Creates records 0.82
app_id, description*, name, persona and 1 more							Creates records0.85
`create_agent` inputs `app_id`, `description` (required), `name`, `persona` and 1 more AI Creates records 0.85
agent_id, interval_minutes, max_iterations, objective and 3 more							Creates records0.80
`create_agent_goal` inputs `agent_id` (required), `interval_minutes`, `max_iterations`, `objective` (required) and 3 more AI Creates records 0.80
company_name, lang, requirements, template*							Creates records0.88
`create_agent_team` inputs `company_name`, `lang`, `requirements`, `template` (required) AI Creates records 0.88
agent_id, event_type, instructions, name and 4 more							Creates records0.88
`create_agent_trigger` inputs `agent_id` (required), `event_type`, `instructions`, `name` (required) and 4 more AI Creates records 0.88
description, name, prompt							Creates records0.86
`create_app` inputs `description`, `name` (required), `prompt` (required) AI Creates records 0.86
app_id*, label							Creates records0.84
`create_change_set` inputs `app_id` (required), `label` AI Creates records 0.84
app_id, entity, expected_count, reason and 1 more							Creates records0.84
`create_entity_records` inputs `app_id` (required), `entity` (required), `expected_count`, `reason` and 1 more AI Creates records 0.84
app_id, name*, parent_id							Creates records0.88
`create_knowledge_folder` inputs `app_id`, `name` (required), `parent_id` AI Creates records 0.88
app_id, folder_id, title*							Creates records0.93
`create_knowledge_notebook` inputs `app_id`, `folder_id`, `title` (required) AI Creates records 0.93
objective, title*							Creates records0.90
`create_org_goal` inputs `objective`, `title` (required) AI Creates records 0.90
acceptance, app_id, attachments, body* and 5 more							Creates records0.80
`create_platform_request` inputs `acceptance`, `app_id`, `attachments`, `body` (required) and 5 more AI Creates records 0.80
app_id, entity_name, flow_id, message_template* and 5 more							Creates records0.82
`create_whatsapp_trigger` inputs `app_id` (required), `entity_name` (required), `flow_id`, `message_template` (required) and 5 more AI Creates records 0.82
app_id, trigger_id							Changes records0.85
`disable_whatsapp_trigger` inputs `app_id` (required), `trigger_id` (required) AI Changes records 0.85
app_id, test_id							Reads only0.90
`get_ab_test_stats` inputs `app_id` (required), `test_id` (required) AI Reads only 0.90
agent_id*							Reads only0.88
`get_agent` inputs `agent_id` (required) AI Reads only 0.88
agent_id, before_id, conversation_id, limit							Reads only0.90
`get_agent_conversation` inputs `agent_id` (required), `before_id`, `conversation_id` (required), `limit` AI Reads only 0.90
agent_id, task_id							Reads only0.90
`get_agent_task` inputs `agent_id` (required), `task_id` (required) AI Reads only 0.90
agent_id							Reads only0.85
`get_agent_whatsapp` inputs `agent_id` AI Reads only 0.85
app_id*, days							Reads only0.90
`get_app_analytics` inputs `app_id` (required), `days` AI Reads only 0.90
app_id*							Reads only0.80
`get_app_detail` inputs `app_id` (required) AI Reads only 0.80
app_id*							Reads only0.90
`get_app_files` inputs `app_id` (required) AI Reads only 0.90
app_id*							Reads only0.83
`get_app_knowledge_access` inputs `app_id` (required) AI Reads only 0.83
app_id*							Reads only0.88
`get_app_links` inputs `app_id` (required) AI Reads only 0.88
app_id*							Reads only0.90
`get_app_metadata` inputs `app_id` (required) AI Reads only 0.90
app_id*, limit							Reads only0.86
`get_app_security_audit` inputs `app_id` (required), `limit` AI Reads only 0.86
app_id*, audit_limit							Reads only0.90
`get_app_security_context` inputs `app_id` (required), `audit_limit` AI Reads only 0.90
app_id*							Reads only0.88
`get_app_status` inputs `app_id` (required) AI Reads only 0.88
connection_id*							Reads only0.90
`get_connection_access` inputs `connection_id` (required) AI Reads only 0.90
no inputs							Reads only0.90
`get_credit_balance` AI Reads only 0.90
app_id*, domain							Reads only0.90
`get_domain_ssl_status` inputs `app_id` (required), `domain` AI Reads only 0.90
app_id*, domain							Reads only0.82
`get_domain_verification` inputs `app_id` (required), `domain` AI Reads only 0.82
app_id*							Reads only0.90
`get_entities` inputs `app_id` (required) AI Reads only 0.90
app_id*, limit							Reads only0.88
`get_errors` inputs `app_id` (required), `limit` AI Reads only 0.88
job_id*							Reads only0.85
`get_job_status` inputs `job_id` (required) AI Reads only 0.85
action, actor_type, app_id, limit and 2 more							Reads only0.90
`get_knowledge_access_log` inputs `action`, `actor_type`, `app_id`, `limit` and 2 more AI Reads only 0.90
app_id, notebook_id, query_job_id							Reads only0.88
`get_knowledge_answer` inputs `app_id`, `notebook_id` (required), `query_job_id` (required) AI Reads only 0.88
app_id, chat_session_id, limit, notebook_id							Reads only0.88
`get_knowledge_chat` inputs `app_id`, `chat_session_id` (required), `limit`, `notebook_id` (required) AI Reads only 0.88
app_id, notebook_id*							Reads only0.90
`get_knowledge_notebook_access` inputs `app_id`, `notebook_id` (required) AI Reads only 0.90
app_id, notebook_id*							Reads only0.90
`get_knowledge_notebook_overview` inputs `app_id`, `notebook_id` (required) AI Reads only 0.90
app_id, document_id*							Reads only0.90
`get_knowledge_redaction_log` inputs `app_id`, `document_id` (required) AI Reads only 0.90
app_id, notebook_id*							Reads only0.85
`get_knowledge_redaction_policy` inputs `app_id`, `notebook_id` (required) AI Reads only 0.85
app_id, notebook_id, run_id							Reads only0.87
`get_knowledge_redaction_run` inputs `app_id`, `notebook_id` (required), `run_id` (required) AI Reads only 0.87
no inputs							Reads only0.89
`get_make_migration_report` AI Reads only 0.89
app_id*							Reads only0.90
`get_pages` inputs `app_id` (required) AI Reads only 0.90
request_id*, since							Reads only0.92
`get_platform_request` inputs `request_id` (required), `since` AI Reads only 0.92
app_id*							Reads only0.85
`get_preview_url` inputs `app_id` (required) AI Reads only 0.85
app_id, goal, task_type							Computes only, changes nothing0.82
`get_recommended_workflow` inputs `app_id`, `goal`, `task_type` AI Computes only, changes nothing 0.82
app_id*							Reads only0.80
`get_whatsapp_trigger_options` inputs `app_id` (required) AI Reads only 0.80
app_id*, auth_as, auth_as_role, route							Reads only0.85
`inspect_preview` inputs `app_id` (required), `auth_as`, `auth_as_role`, `route` AI Reads only 0.85
app_id, email, full_name, password* and 1 more							Creates records0.80
`invite_app_member` inputs `app_id` (required), `email` (required), `full_name`, `password` (required) and 1 more AI Creates records 0.80
app_id*							Reads only0.90
`list_ab_tests` inputs `app_id` (required) AI Reads only 0.90
agent_id, limit, offset, since and 2 more							Reads only0.90
`list_agent_activity` inputs `agent_id`, `limit`, `offset`, `since` and 2 more AI Reads only 0.90
agent_id, language, limit, status							Reads only0.91
`list_agent_approvals` inputs `agent_id`, `language`, `limit`, `status` AI Reads only 0.91
agent_id*, limit							Reads only0.90
`list_agent_conversations` inputs `agent_id` (required), `limit` AI Reads only 0.90
agent_id*, limit, status							Reads only0.90
`list_agent_goals` inputs `agent_id` (required), `limit`, `status` AI Reads only 0.90
agent_id*, customer_id, limit							Reads only0.90
`list_agent_memories` inputs `agent_id` (required), `customer_id`, `limit` AI Reads only 0.90
agent_id, limit, status							Reads only0.91
`list_agent_tasks` inputs `agent_id`, `limit`, `status` AI Reads only 0.91
no inputs							Reads only0.90
`list_agent_templates` AI Reads only 0.90
agent_id*, include_archived, limit, status and 1 more							Reads only0.90
`list_agent_triggers` inputs `agent_id` (required), `include_archived`, `limit`, `status` and 1 more AI Reads only 0.90
app_id							Reads only0.90
`list_agents` inputs `app_id` AI Reads only 0.90
app_id*							Reads only0.90
`list_app_domains` inputs `app_id` (required) AI Reads only 0.90
app_id*							Reads only0.90
`list_app_members` inputs `app_id` (required) AI Reads only 0.90
limit, offset							Reads only0.91
`list_apps` inputs `limit`, `offset` AI Reads only 0.91
limit, search, toolkit*							Reads only0.90
`list_connectable_app_tools` inputs `limit`, `search`, `toolkit` (required) AI Reads only 0.90
no inputs							Reads only0.86
`list_connection_catalog` AI Reads only 0.86
provider							Reads only0.90
`list_connections` inputs `provider` AI Reads only 0.90
source_id*							Reads only0.90
`list_event_connection_events` inputs `source_id` (required) AI Reads only 0.90
source_id*							Reads only0.90
`list_event_connection_revisions` inputs `source_id` (required) AI Reads only 0.90
no inputs							Reads only0.90
`list_event_connections` AI Reads only 0.90
no inputs							Reads only0.90
`list_facebook_ad_accounts` AI Reads only 0.90
app_id							Reads only0.90
`list_failed_knowledge_documents` inputs `app_id` AI Reads only 0.90
app_id*							Reads only0.86
`list_integrations` inputs `app_id` (required) AI Reads only 0.86
app_id, limit, notebook_id*							Reads only0.90
`list_knowledge_chats` inputs `app_id`, `limit`, `notebook_id` (required) AI Reads only 0.90
app_id, notebook_id*							Reads only0.90
`list_knowledge_documents` inputs `app_id`, `notebook_id` (required) AI Reads only 0.90
app_id							Reads only0.90
`list_knowledge_folders` inputs `app_id` AI Reads only 0.90
app_id							Reads only0.90
`list_knowledge_notebooks` inputs `app_id` AI Reads only 0.90
app_id, notebook_id*							Reads only0.90
`list_knowledge_notes` inputs `app_id`, `notebook_id` (required) AI Reads only 0.90
app_id							Reads only0.88
`list_knowledge_webhooks` inputs `app_id` AI Reads only 0.88
goal_id*							Reads only0.90
`list_org_goal_updates` inputs `goal_id` (required) AI Reads only 0.90
status							Reads only0.89
`list_org_goals` inputs `status` AI Reads only 0.89
app_id, limit, scope, since and 1 more							Reads only0.91
`list_platform_requests` inputs `app_id`, `limit`, `scope`, `since` and 1 more AI Reads only 0.91
app_id*							Reads only0.85
`list_saved_versions` inputs `app_id` (required) AI Reads only 0.85
app_id*							Reads only0.87
`list_secret_keys` inputs `app_id` (required) AI Reads only 0.87
lang							Reads only0.88
`list_team_templates` inputs `lang` AI Reads only 0.88
app_id*, limit, trigger_id							Reads only0.90
`list_whatsapp_trigger_logs` inputs `app_id` (required), `limit`, `trigger_id` AI Reads only 0.90
app_id*							Reads only0.90
`list_whatsapp_triggers` inputs `app_id` (required) AI Reads only 0.90
app_id, folder_id, notebook_id*							Changes records0.90
`move_knowledge_notebook` inputs `app_id`, `folder_id`, `notebook_id` (required) AI Changes records 0.90
app_id, new_text, old_text, path and 1 more							Changes records0.84
`patch_app_file` inputs `app_id` (required), `new_text` (required), `old_text` (required), `path` (required) and 1 more AI Changes records 0.84
app_id, entity, filters, limit and 2 more							Reads only0.87
`query_entity` inputs `app_id` (required), `entity` (required), `filters`, `limit` and 2 more AI Reads only 0.87
app_id, max_chars, path							Reads only0.88
`read_app_file` inputs `app_id` (required), `max_chars`, `path` (required) AI Reads only 0.88
app_id, max_chars_per_file, paths							Reads only0.90
`read_app_files` inputs `app_id` (required), `max_chars_per_file`, `paths` (required) AI Reads only 0.90
app_id, document_id*, max_chars, offset							Reads only0.93
`read_knowledge_document` inputs `app_id`, `document_id` (required), `max_chars`, `offset` AI Reads only 0.93
app_id, document_id, name, notebook_id*							Changes records0.90
`rename_knowledge_document` inputs `app_id`, `document_id` (required), `name` (required), `notebook_id` (required) AI Changes records 0.90
app_id, notebook_id, title							Changes records0.88
`rename_knowledge_notebook` inputs `app_id`, `notebook_id` (required), `title` (required) AI Changes records 0.88
app_id, confirm, path, snapshot_id							Changes records0.85
`restore_file_from_version` inputs `app_id` (required), `confirm` (required), `path` (required), `snapshot_id` (required) AI Changes records 0.85
app_id, notebook_id, run_id							Changes records0.80
`revert_knowledge_redaction` inputs `app_id`, `notebook_id` (required), `run_id` (required) AI Changes records 0.80
activate, agent_id, instructions, max_runs and 3 more							Creates records0.82
`schedule_agent_task` inputs `activate`, `agent_id` (required), `instructions` (required), `max_runs` and 3 more AI Creates records 0.82
limit, search							Reads only0.85
`search_connectable_apps` inputs `limit`, `search` AI Reads only 0.85
app_id, entity, mode, reason and 1 more							Creates records0.85
`seed_entity` inputs `app_id` (required), `entity` (required), `mode`, `reason` and 1 more AI Creates records 0.85
enabled, receiving_agent_id, source_agent_id							Changes records0.80
`set_agent_owner_relay` inputs `enabled` (required), `receiving_agent_id` (required), `source_agent_id` AI Changes records 0.80
app_id*, description, icon, language and 3 more							Changes records0.89
`set_app_metadata` inputs `app_id` (required), `description`, `icon`, `language` and 3 more AI Changes records 0.89
app_id, entity, read*, rules and 1 more							Changes records0.80
`set_entity_policy` inputs `app_id` (required), `entity` (required), `read` (required), `rules` and 1 more AI Changes records 0.80
allowed_hosts, allowed_roles, app_id, function and 5 more							Changes records0.80
`set_function_policy` inputs `allowed_hosts`, `allowed_roles`, `app_id` (required), `function` (required) and 5 more AI Changes records 0.80
app_id, auto_apply, enabled*, instructions and 2 more							Changes records0.84
`set_knowledge_redaction_policy` inputs `app_id`, `auto_apply`, `enabled` (required), `instructions` and 2 more AI Changes records 0.84
app_id, enabled, webhook_id							Changes records0.85
`set_knowledge_webhook_enabled` inputs `app_id`, `enabled` (required), `webhook_id` (required) AI Changes records 0.85
app_id, domain							Changes records0.84
`set_primary_domain` inputs `app_id` (required), `domain` (required) AI Changes records 0.84
app_id*, goal_event_filter, goal_event_type, is_active and 4 more							Changes records0.88
`update_ab_test` inputs `app_id` (required), `goal_event_filter`, `goal_event_type`, `is_active` and 4 more AI Changes records 0.88
agent_id*, description, name, persona and 1 more							Changes records0.88
`update_agent` inputs `agent_id` (required), `description`, `name`, `persona` and 1 more AI Changes records 0.88
agent_id, goal_id, max_iterations, objective and 4 more							Changes records0.80
`update_agent_goal` inputs `agent_id` (required), `goal_id` (required), `max_iterations`, `objective` and 4 more AI Changes records 0.80
agent_id*, instructions, max_runs, schedule and 3 more							Changes records0.82
`update_agent_task` inputs `agent_id` (required), `instructions`, `max_runs`, `schedule` and 3 more AI Changes records 0.82
agent_id*, event_type, instructions, name and 5 more							Changes records0.91
`update_agent_trigger` inputs `agent_id` (required), `event_type`, `instructions`, `name` and 5 more AI Changes records 0.91
app_id, prompt							Changes records0.90
`update_app` inputs `app_id` (required), `prompt` (required) AI Changes records 0.90
app_id, role, user_id*							Changes records0.86
`update_app_member_role` inputs `app_id` (required), `role` (required), `user_id` (required) AI Changes records 0.86
app_id, data, entity*, reason and 1 more							Changes records0.80
`update_entity_record` inputs `app_id` (required), `data` (required), `entity` (required), `reason` and 1 more AI Changes records 0.80
app_id, changes, entity, expected_count and 4 more							Changes records0.86
`update_entity_records` inputs `app_id` (required), `changes`, `entity` (required), `expected_count` and 4 more AI Changes records 0.86
app_id, entity, indexes, merge and 3 more							Changes records0.83
`update_entity_schema` inputs `app_id` (required), `entity` (required), `indexes`, `merge` and 3 more AI Changes records 0.83
app_id, folder_id*, name, parent_id							Changes records0.90
`update_knowledge_folder` inputs `app_id`, `folder_id` (required), `name`, `parent_id` AI Changes records 0.90
app_id, content, note_id							Changes records0.85
`update_knowledge_note` inputs `app_id`, `content` (required), `note_id` (required) AI Changes records 0.85
goal_id*, objective, progress, status and 1 more							Changes records0.80
`update_org_goal` inputs `goal_id` (required), `objective`, `progress`, `status` and 1 more AI Changes records 0.80
app_id*, entity_name, flow_id, message_template and 6 more							Changes records0.80
`update_whatsapp_trigger` inputs `app_id` (required), `entity_name`, `flow_id`, `message_template` and 6 more AI Changes records 0.80
No counted reading 40 No reading was counted, so any effect is possible.
app_id, domain	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`add_custom_domain` inputs `app_id` (required), `domain` (required)
app_id, change_set_id, content, file_type and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`add_file_change` inputs `app_id` (required), `change_set_id` (required), `content`, `file_type` and 2 more
app_id, claim_expires_in_days, client_email, client_full_name and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`agency_create_claim_link` inputs `app_id` (required), `claim_expires_in_days`, `client_email` (required), `client_full_name` and 2 more
client_email*, client_full_name, note	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`agency_create_client` inputs `client_email` (required), `client_full_name`, `note`
agent_id, goal_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`archive_agent_goal` inputs `agent_id` (required), `goal_id` (required)
agent_id, trigger_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`archive_agent_trigger` inputs `agent_id` (required), `trigger_id` (required)
app_id, chat_session_id, notebook_id, question and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`ask_knowledge_notebook` inputs `app_id`, `chat_session_id`, `notebook_id` (required), `question` (required) and 1 more
agent_id, phone_number_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`attach_agent_whatsapp` inputs `agent_id` (required), `phone_number_id` (required)
app_id*, domain	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`check_domain_verification` inputs `app_id` (required), `domain`
app_id, config, is_active, provider*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`configure_integration` inputs `app_id` (required), `config` (required), `is_active`, `provider` (required)
app_id, entity, indexes, metadata and 3 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`create_entity_schema` inputs `app_id` (required), `entity` (required), `indexes`, `metadata` and 3 more
refresh	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_connection_status` inputs `refresh`
app_id, sections, task_type	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_platform_guide` inputs `app_id`, `sections`, `task_type`
app_id, folder_id, title, url*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`import_knowledge_audio_url` inputs `app_id`, `folder_id`, `title`, `url` (required)
app_id, caller, function, headers and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`invoke_function` inputs `app_id` (required), `caller`, `function` (required), `headers` and 1 more
source_id*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`pause_event_connection` inputs `source_id` (required)
event, source_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`preview_event_connection` inputs `event` (required), `source_id` (required)
app_id, snapshot_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`preview_saved_version` inputs `app_id` (required), `snapshot_id` (required)
access_mode, app_id*, auth_required, make_public	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`publish_app` inputs `access_mode`, `app_id` (required), `auth_required`, `make_public`
app_id, user_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`remove_app_member` inputs `app_id` (required), `user_id` (required)
app_id, force, new_path, old_path* and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`rename_app_file` inputs `app_id` (required), `force`, `new_path` (required), `old_path` (required) and 1 more
as_team, body, request_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`reply_platform_request` inputs `as_team`, `body` (required), `request_id` (required)
app_id, document_id, notebook_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`retry_knowledge_document` inputs `app_id`, `document_id` (required), `notebook_id` (required)
agent_id, goal_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`run_agent_goal_now` inputs `agent_id` (required), `goal_id` (required)
agent_id, task_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`run_agent_task_now` inputs `agent_id` (required), `task_id` (required)
agent_id, trigger_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`run_agent_trigger_now` inputs `agent_id` (required), `trigger_id` (required)
app_id, document_ids, instructions, notebook_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`scan_knowledge_for_sensitive_data` inputs `app_id`, `document_ids` (required), `instructions`, `notebook_id` (required)
agent_id, conversation_id, message	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`send_agent_message` inputs `agent_id` (required), `conversation_id`, `message` (required)
agent_id, status	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`set_agent_status` inputs `agent_id` (required), `status` (required)
app_id, notebook_ids	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`set_app_knowledge_access` inputs `app_id` (required), `notebook_ids` (required)
app_id, subdomain	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`set_app_subdomain` inputs `app_id` (required), `subdomain` (required)
allowed_roles, app_id, redirect_to, require_auth* and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`set_route_policy` inputs `allowed_roles` (required), `app_id` (required), `redirect_to`, `require_auth` (required) and 1 more
app_id, key, value*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`set_secret` inputs `app_id` (required), `key` (required), `value` (required)
app_id*, entity_name, fields, flow_id and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`suggest_whatsapp_trigger_message` inputs `app_id` (required), `entity_name`, `fields`, `flow_id` and 2 more
app_id, entity, indexes, metadata and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`update_entity_metadata` inputs `app_id` (required), `entity` (required), `indexes`, `metadata` and 1 more
deployed_commit, reply, request_id*, status	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`update_platform_request` inputs `deployed_commit`, `reply`, `request_id` (required), `status`
app_id*, include_runtime_errors	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`validate_app` inputs `app_id` (required), `include_runtime_errors`
app_id, change_set_id, include_runtime_errors	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`validate_change_set` inputs `app_id` (required), `change_set_id` (required), `include_runtime_errors`
app_id*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`validate_entity_relationships` inputs `app_id` (required)
app_id, content, file_type, path*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`write_app_file` inputs `app_id` (required), `content` (required), `file_type`, `path` (required)
MCP prompts 13 Not read by AI.
no inputs							Not read
`add_data_to_app`
no inputs							Not read
`add_login_to_app`
no inputs							Not read
`add_whatsapp_agent`
no inputs							Not read
`build_app`
no inputs							Not read
`build_booking_system`
no inputs							Not read
`build_internal_tool`
no inputs							Not read
`build_landing_page`
no inputs							Not read
`build_online_store`
no inputs							Not read
`build_website`
no inputs							Not read
`check_app_traffic`
no inputs							Not read
`fix_app_errors`
no inputs							Not read
`improve_existing_app`
no inputs							Not read
`publish_and_share`

Read as this effect No reading: unknown Not read as this effect◇ AI readings, beta. A zero is a count, not a clearance.

A2A skills 0+ observed

Inventory incomplete. The displayed count is a lower bound; missing items do not prove removal.

None recorded in this Passport.

Not observed in this Passport: MCP resources, OpenAPI operations.

The atlas shows each capability by its plain identifier, inputs and declared sign-in. Publisher descriptions, paths, links and source evidence are not published here.

The comparison with the previous observation is shown only to the account that recorded it.

Atlas history

1 observation

7 Nov 2026, 12:38 UTC197 capabilities · MCP 2025-11-25 · MCP endpoint validFirst observation
Fingerprint and versions
Fingerprint
4b2db3b977f7bebe10d616781c29a23cdc0827611b741924919a5a057a2d9715
Passport schema
0.5.0, passport-semantic-v4
Consistency
MCP_PROMPTS_ADVERTISEMENT_LIST: match · MCP_RESOURCES_ADVERTISEMENT_LIST: not applicable · MCP_TOOLS_ADVERTISEMENT_LIST: match · OPENAPI_MCP_EXPLICIT_MAPPING: not applicable

Each class compares an observation with the previous atlas observation. Runs of unchanged observations are grouped. Struck values are what the previous observation recorded; inserted values are what this one recorded.

Declared and observed

184 tools declare hints; the AI readings agree with all 144 that have a reading.

A disagreement is not a finding about the service: either side can be wrong. How we compare declarations and readings.

About this entry

ai.finestructure/fine-structure
Listed
Official MCP Registry · first listed 12 Sep 2026 · last listed 23 Oct 2026

Passive observations of a public interface listed in the Official MCP Registry. An observation does not verify security, ownership or compliance, and InterfaceDelta assigns no scores or rankings. Methodology · Report an inaccuracy · Ask for removal

Identity and snapshot

Target key: sha256:6af505136f67625dddf64c23aa9df21dcb508ab7a736702db3d5269ca5cb454d
Locator SHA-256: 65e5013537444a3c6e164793f1b94e0ca8c1af4da577435997cdf92785b708ca
Snapshot generated: 11 Nov 2026, 22:36 UTC

The entry is one exact observed target, not a real-world service identity, and implies no ownership. Endpoint paths are not published; the locator hash lets an operator confirm their own URL.

Capability facts

As observed from outside, at the time below

Observed: 7 Nov 2026, 12:38 UTC
Signed: 7 Nov 2026, 17:13 UTC

Protocols: MCP
Tools: 184
Declared sign-in: None declared

Effects counted AI readings, beta

Moves money: 0
Deletes or cancels records: 9
Sends messages to people: 2
Changes permissions: 0
Runs code: 0
Asks a person: 0

184 tools examined; 144 counted above a measured threshold.

Declared vs read disagreements

Declared read-only, read as writing: 0
Declared destructive, read as not writing: 0
Declared non-destructive, read as deleting: 0
Declared closed-world, read as reaching out: 0

Change since previous: First observation
Label status: Current