Robin Saige we check the tools AI agents call

Organizze

io.github.mcp-dir/organizze-mcp

Your Organizze finances in natural language: consolidated balances, monthly overview, transaction se

— the operator's own registry description reported

Publisher io.github.mcp-dir · first seen 2026-09-05 · endpoint https://api.mcp.ai/p_organizze

allow
verdict
gateway
cluster
ok_tools
answers
68
tools served

Dependency rating derived

allow
allow — gateway · retrieval-public ● · V1 shows its work ◐
allow — because answers ●, 68 tools legible (band B) ●, no confirmed drift in 1 probes ●; not yet checked: truth (0 runs)

Cluster gateway · distinctiveness 0.425 (moderate). Every figure is a percentile or class within the 15,472-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency131 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools68
vs populationhigh
capabilities1
harnessB
Did it hold when checked? Q3–Q4 · derived
identityfarm_member
servers on its host1115
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_05f7bfbb4728fbf8a2425904 · 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?gateway — 1 probes ●evidence ↓
Q2What is it?retrieval-public ● evidence ↓
Q3Can it be checked?V1 shows its work ◐evidence ↓
Q4Did it hold?harness B · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?gateway · 1115 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 (1 shown, 2026-09-06 → 2026-09-06). 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
2026-09-06outcomefirst 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
retrieval-public37serves public factstruth-checkable against a public source — the V-ladder applies in full
action26changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
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

authenticate connect marketplace organizze_add_transactions_tags organizze_clone_budgets organizze_create_account organizze_create_budget organizze_create_category organizze_create_credit_card organizze_create_transaction organizze_create_transfer organizze_delete_account organizze_delete_budget organizze_delete_category organizze_delete_credit_card organizze_delete_transaction organizze_find_duplicates organizze_find_installments organizze_find_subscriptions organizze_get_account_context organizze_get_balances organizze_get_bank_connections organizze_get_budget_summary organizze_get_cashflow_forecast organizze_get_categories_evolution organizze_get_categories_report organizze_get_credit_card_invoice organizze_get_credit_card_invoices organizze_get_financial_summary organizze_get_income_vs_expenses organizze_get_invoices_matrix organizze_get_latest_imports organizze_get_monthly_overview organizze_get_open_finance_status organizze_get_tags_report organizze_get_transaction organizze_get_upcoming_bills organizze_inform_invoice_payment organizze_list_accounts organizze_list_budgets organizze_list_categories organizze_list_credit_cards organizze_list_institutions organizze_list_recurrences organizze_list_transactions organizze_list_transferences organizze_load_skill organizze_mass_create_transactions organizze_mass_delete_transactions organizze_mass_manage_categories organizze_mass_update_transactions organizze_register_invoice_payment organizze_resolve_entity organizze_search_transactions organizze_set_transaction_paid organizze_suggest_categories organizze_transactions_list_results organizze_uninform_invoice_payment organizze_update_account organizze_update_budget organizze_update_category organizze_update_credit_card organizze_update_transaction organizze_update_transactions_categories organizze_update_transactions_descriptions report_bug show_version toolkit_info

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 & specific68/68
has a description68/68
description is substantive67/6867/68
parameters are typed68/68
parameters are described10/6810/68

68 of 68 tools graded · 68 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

2025-06-18
protocol version
session model
0.9.342
server version mcp-ai

Capabilities: tools

Drift observed

No confirmed drift on record. Baseline set 2026-09-06; changes appear here after human review.

raw probe records
probed (UTC) outcomehttpmsprotocol
2026-09-06T06:16:29Zok_tools2001312025-06-18

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verdict badge

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[![Robin Saige verdict](https://robinsaige.com/badge/io.github.mcp-dir/organizze-mcp.svg)](https://robinsaige.com/s/io.github.mcp-dir/organizze-mcp)

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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