Robin Saige we check the tools AI agents call

MisarMail

io.misar.mail/misarmail

Full email marketing platform: inbox, campaigns, contacts, templates, and analytics via MCP.

— the operator's own registry description reported

Publisher io.misar.mail · first seen 2026-08-12 · endpoint https://mail.misar.io/api/mcp

allow
verdict
rich-slow-solo
cluster
ok_tools
answers
54
tools served

Dependency rating derived

allow — rich-slow-solo — safe to depend on

Cluster rich-slow-solo · distinctiveness 0.821 (unusual). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Reach — can an agent get to it?
answersalive_tools
latency694 ms
vs populationslow
protocolcurrent
authopen
Use — can it use it?
tools54
vs populationhigh
capabilities3
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_9cad26e7d92a3cbe7b59f157 · 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.

Tools last seen

add_domain archive_email categorize_inbox_emails check_dmarc clear_sandbox configure_inbound_domain create_ab_test create_automation create_campaign create_contact create_landing_page create_template generate_report generate_subject_lines get_analytics get_automation get_campaign get_contact_score get_deliverability_score get_email get_form get_form_submissions get_inbox_conversation_messages get_integration get_marketplace_item get_monetization_stats get_revenue_attribution get_warmup_status import_contacts list_ab_tests list_api_keys list_automations list_campaigns list_contacts list_domains list_emails list_forms list_inbox_conversations list_integrations list_marketplace_items list_sandbox_sends list_templates render_template reply_to_email run_deliverability_audit select_ab_test_winner send_campaign send_email toggle_automation toggle_integration update_contact upgrade validate_email verify_domain

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 & specific54/54
has a description54/54
description is substantive54/54
parameters are typed54/54
parameters are described54/54

54 of 54 tools graded · 54 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
3.0.0
server version misarmail

Capabilities: prompts resources tools

Drift

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

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
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T20:00:23Zok_tools2006942025-06-18
2026-08-12T05:35:35Zok_tools2003912025-06-18

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.misar.mail/misarmail.svg)](https://robinsaige.com/s/io.misar.mail/misarmail)

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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