Robin Saige we check the tools AI agents call

Dashform MCP Server

io.github.makloai/mcp-server-dashform

Connect AI assistants to Dashform — build and manage AI-powered forms, funnels, quizzes.

— the operator's own registry description reported

Publisher io.github.makloai · first seen 2026-08-12 · endpoint https://getaiform.com/api/mcp

allow
verdict
rich-solo
cluster
ok_tools
answers
82
tools served

Dependency rating derived

allow
allow — alive & usable · retrieval-public ● · V3 has answer key ◐
allow — because answers ●, 82 tools legible (band A) ●, no confirmed drift in 2 probes ●; not yet checked: truth (1 attempts unverifiable, 0 disagreements)

Cluster rich-solo · distinctiveness 0.349 (typical). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency168 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools82
vs populationhigh
capabilities1
harnessA
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_bad078ab84007002da4a8ffc · 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?retrieval-public ● evidence ↓
Q3Can it be checked?V3 has answer key ◐evidence ↓
Q4Did it hold?harness A · 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
retrieval-public41serves public factstruth-checkable against a public source — the V-ladder applies in full
action30changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
unclassified7not classifiable from its textTier-1 only until its tools describe themselves
retrieval-private2serves the caller's own dataoutside truth-checking is impossible BY NATURE, not by failure — the operator-invited pathway applies
computational1deterministic transformsself-checkable by re-computation and known-answer tests
generative1creates contentno answer key exists; disclosure + stability checks, never truth verdicts

Tools last seen observed

add_custom_domain analytics_chat batch_delete_replies book_appointment chat_form_editor check_fit clear_messages create_form create_integration create_integration_from_config create_quiz_credits_checkout create_reply create_webhook_connection delete_blob delete_chat delete_connection delete_form delete_integration delete_reply delete_zapier_hook get_ai_provider_status get_availability get_business_info get_chat get_connection get_form get_form_questions get_form_scoring_state get_form_version get_integration get_org_branding get_org_email_config get_published_form_version get_quiz_credits_status get_replies_insights get_reply get_services get_user_info import_agent_profile list_airtable_bases list_categories list_connections list_custom_domains list_forms list_hubspot_contact_properties list_integration_events list_integrations list_mailchimp_audiences list_organization_hot_lead_counts list_organizations list_replies list_slack_channels list_zapier_hooks load_messages mark_actioned override_verdict publish_form reconnect_quota_precheck refine_prompt remove_ai_provider_key remove_custom_domain replay_integration_event rescore_form_replies revoke_connection run_ax_audit save_ai_provider_key search_merchants search_photos search_services search_videos set_custom_domain_default_form suggest_scoring_criteria switch_active_org toggle_integration toggle_zapier_hook transcribe update_form update_org_branding update_org_email_config update_scoring_criteria upload_blob verify_custom_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 & specific82/82
has a description82/82
description is substantive79/8279/82
parameters are typed82/82
parameters are described30/8230/82

82 of 82 tools graded · 82 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 — 1 attempt(s) currently unverifiable (rate limits, walls, or unmappable schemas — never counted against the server) · 0 disagreements.

claim classkeyverdictprimary source
tariff-dutyunmappedunverifiableus-hts

Protocol conformance observed

2025-06-18
protocol version
session model
1.0.0
server version Dashform MCP API

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
2026-08-14T19:59:45Zok_tools2001682025-06-18
2026-08-12T05:34:58Zok_tools2001262025-06-18

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.makloai/mcp-server-dashform.svg)](https://robinsaige.com/s/io.github.makloai/mcp-server-dashform)

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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