Robin Saige we check the tools AI agents call

DataCrazy

io.github.mcp-dir/datacrazy-mcp

DataCrazy omnichannel CRM (WhatsApp, Instagram, Facebook) via the official API: leads, deals, pipeli

— the operator's own registry description reported

Publisher io.github.mcp-dir · first seen 2026-08-22 · endpoint https://api.mcp.ai/p_datacrazy

allow
verdict
gateway
cluster
ok_tools
answers
70
tools served

Dependency rating derived

allow
allow — gateway · retrieval-public ● · V1 shows its work ◐
allow — because answers ●, 70 tools legible (band B) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)

Cluster gateway · distinctiveness 0.435 (moderate). Every figure is a percentile or class within the 15,472-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency126 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools70
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_a98b576ea9f32d092ced425c · 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 — 3 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 (3 shown, 2026-08-23 → 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
2026-08-23outcomefirst 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
action35changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
retrieval-public35serves public factstruth-checkable against a public source — the V-ladder applies in full

Tools last seen observed

authenticate connect datacrazy_activities_create datacrazy_activities_delete datacrazy_activities_get datacrazy_activities_list datacrazy_activities_patch datacrazy_attendants_crm_get datacrazy_attendants_crm_list datacrazy_attendants_multi_get datacrazy_attendants_multi_list datacrazy_business_loss_reasons_create datacrazy_business_loss_reasons_delete datacrazy_business_loss_reasons_get datacrazy_business_loss_reasons_list datacrazy_business_loss_reasons_update datacrazy_businesses_actions_lose_create datacrazy_businesses_actions_move_create datacrazy_businesses_actions_restore_create datacrazy_businesses_actions_win_create datacrazy_businesses_create datacrazy_businesses_delete datacrazy_businesses_get datacrazy_businesses_list datacrazy_businesses_patch datacrazy_conversations_finish_create datacrazy_conversations_list datacrazy_conversations_messages_create datacrazy_conversations_messages_list datacrazy_instances_get datacrazy_instances_list datacrazy_leads_activities_list datacrazy_leads_additional_fields_create datacrazy_leads_attachments_create datacrazy_leads_attachments_delete datacrazy_leads_attachments_list datacrazy_leads_businesses_list datacrazy_leads_create datacrazy_leads_delete datacrazy_leads_get datacrazy_leads_history_list datacrazy_leads_list datacrazy_leads_notes_create datacrazy_leads_notes_delete datacrazy_leads_notes_list datacrazy_leads_notes_update datacrazy_leads_patch datacrazy_list_accounts datacrazy_lists_create datacrazy_lists_delete datacrazy_lists_get datacrazy_lists_list datacrazy_lists_update datacrazy_pipelines_get datacrazy_pipelines_list datacrazy_pipelines_stages_list datacrazy_products_create datacrazy_products_delete datacrazy_products_get datacrazy_products_list datacrazy_products_update datacrazy_tags_create datacrazy_tags_delete datacrazy_tags_get datacrazy_tags_list datacrazy_tags_update marketplace 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 & specific70/70
has a description70/70
description is substantive66/7066/70
parameters are typed70/70
parameters are described3/703/70

70 of 70 tools graded · 70 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
2026-09-06T06:16:25Zok_tools2001262025-06-18
2026-08-30T06:16:01Zok_tools2005182025-06-18
2026-08-23T06:13:38Zok_tools2003462025-06-18

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.mcp-dir/datacrazy-mcp.svg)](https://robinsaige.com/s/io.github.mcp-dir/datacrazy-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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