Robin Saige we check the tools AI agents call

aidelly

io.github.wilzer/aidelly

Agent-operated social media for agencies — www.aidelly.ai. Post, approve, analyze on 11 networks.

— the operator's own registry description reported

Publisher io.github.wilzer · first seen 2026-08-12 · endpoint https://app.aidelly.ai/api/mcp/public-api

allow
verdict
rich-solo
cluster
ok_tools
answers
135
tools served

Dependency rating derived

allow
allow — alive & usable · action ● · V n/a
allow — because answers ●, 135 tools legible (band B) ●, no confirmed drift in 2 probes ●; not yet checked: truth (3 attempts unverifiable, 0 disagreements)

Cluster rich-solo · distinctiveness 0.401 (moderate). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency236 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools135
vs populationhigh
capabilities1
harnessB
Did it hold when checked? Q3–Q4 · derived
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_048089b88d3c00cd9631a392 · 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 B · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?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
action69changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
retrieval-public56serves public factstruth-checkable against a public source — the V-ladder applies in full
generative5creates contentno answer key exists; disclosure + stability checks, never truth verdicts
unclassified4not classifiable from its textTier-1 only until its tools describe themselves
predictive1claims about the futurescoreable only in retrospect — the archive scores yesterday's predictions against today's outcome

Tools last seen observed

aidelly_action_post_approval aidelly_add_competitor aidelly_add_creator aidelly_add_queue_items aidelly_bulk_create_posts aidelly_cancel_post aidelly_cancel_scheduled_post aidelly_connect_ecommerce_store aidelly_create_bulk_fill_job aidelly_create_client_review_link aidelly_create_connect_link aidelly_create_destination_preset aidelly_create_draft aidelly_create_idea aidelly_create_media_upload_url aidelly_create_photo aidelly_create_post aidelly_create_post_comment aidelly_create_queue aidelly_create_report aidelly_create_report_link aidelly_create_report_schedule aidelly_create_repurpose_job aidelly_create_scheduled_post aidelly_create_short_link aidelly_create_task aidelly_create_webhook aidelly_create_workspace aidelly_delete_calendar_events_id aidelly_delete_content_automations_id aidelly_delete_draft aidelly_delete_inbox_automations_id aidelly_delete_post_comment aidelly_delete_report_schedule aidelly_delete_task aidelly_delete_webhook aidelly_delete_workspace aidelly_disconnect_ecommerce_store aidelly_generate_brand_interview_questions aidelly_get_agency_overview aidelly_get_ai_credit_balance aidelly_get_analytics_insights aidelly_get_analytics_summary aidelly_get_analytics_unified aidelly_get_approval_settings aidelly_get_approvals aidelly_get_approvals_id aidelly_get_bio_page aidelly_get_brand_profile aidelly_get_brand_settings_context aidelly_get_bulk_fill_job aidelly_get_calendar_events aidelly_get_content_automations aidelly_get_content_automations_id aidelly_get_draft aidelly_get_ecommerce_store aidelly_get_inbox_automations aidelly_get_inbox_items aidelly_get_post aidelly_get_post_analytics aidelly_get_report aidelly_get_report_schedule aidelly_get_repurpose_job aidelly_get_scheduled_post aidelly_get_task aidelly_get_usage aidelly_get_white_label_config aidelly_get_workspace aidelly_invite_workspace_member aidelly_list_accounts aidelly_list_activity aidelly_list_client_review_links aidelly_list_competitors aidelly_list_connect_link_connections aidelly_list_connect_links aidelly_list_creators aidelly_list_destination_presets aidelly_list_drafts aidelly_list_ecommerce_products aidelly_list_ecommerce_stores aidelly_list_ideas aidelly_list_image_editor_outputs aidelly_list_pending_approvals aidelly_list_pinterest_boards aidelly_list_post_approval_events aidelly_list_post_comments aidelly_list_posts aidelly_list_prompts aidelly_list_queues aidelly_list_report_links aidelly_list_report_schedules aidelly_list_reports aidelly_list_repurpose_jobs aidelly_list_scheduled_posts aidelly_list_short_links aidelly_list_social_connections aidelly_list_tasks aidelly_list_viral_trends aidelly_list_webhook_deliveries aidelly_list_webhooks aidelly_list_workspace_members aidelly_list_workspaces aidelly_patch_analytics_insights aidelly_patch_calendar_events_id aidelly_patch_inbox_automations_id aidelly_patch_posts_id aidelly_post_analytics_insights aidelly_post_approvals_id_action aidelly_post_approvals_items_action aidelly_post_content_automations aidelly_post_content_automations_id_trigger aidelly_post_inbox_automations aidelly_post_inbox_items_id_ai_draft aidelly_post_inbox_items_id_respond aidelly_preview_destination_preset aidelly_put_content_automations_id aidelly_remove_workspace_member aidelly_revoke_client_review_link aidelly_revoke_connect_link aidelly_revoke_report_link aidelly_revoke_workspace_invitation aidelly_run_prompt aidelly_sync_ecommerce_store aidelly_update_approval_settings aidelly_update_brand_profile aidelly_update_connect_link aidelly_update_draft aidelly_update_post_comment aidelly_update_report_schedule aidelly_update_scheduled_post aidelly_update_task aidelly_update_white_label_config aidelly_update_workspace aidelly_update_workspace_member aidelly_upload_media

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 B — usable, with rough edges.

legibility checktools passingok
name is clear & specific135/135
has a description135/135
description is substantive99/13599/135
parameters are typed135/135
parameters are described0/1350/135

135 of 135 tools graded · 135 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 yet confirmed — 3 attempt(s) currently unverifiable (rate limits, walls, or unmappable schemas — never counted against the server) · 0 disagreements.

claim classkeyverdictprimary source
tariff-duty0901.21.00unverifiableus-hts
tariff-duty6109.10.00unverifiableus-hts
tariff-duty8471.30.01unverifiableus-hts

Protocol conformance observed

2025-06-18
protocol version
session model
0.3.0
server version aidelly-public-api-mcp-http

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
2026-08-14T20:00:20Zok_tools2002362025-06-18
2026-08-12T05:35:32Zok_tools2001312025-06-18

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/io.github.wilzer/aidelly.svg)](https://robinsaige.com/s/io.github.wilzer/aidelly)

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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