Robin Saige we check the tools AI agents call

netcafe docflow

com.ainetcafe/netcafe-docflow

Markdown in, any format out. PDFs merged, split, watermarked. Runs on our own doc engines.

— the operator's own registry description reported

Publisher com.ainetcafe · first seen 2026-08-16 · endpoint https://ainetcafe.com/mcp/paper?s=registry

allow
verdict
gateway
cluster
ok_tools
answers
13
tools served

Dependency rating derived

allow
allow — gateway · kind unknown · V n/a
allow — because answers ●, 13 tools legible (band A) ●, no confirmed drift in 1 probes ●; not yet checked: truth (0 runs)

Cluster gateway · distinctiveness 0.385 (moderate). Every figure is a percentile or class within the 11,363-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency1113 ms
vs populationslow
protocolcurrent
authopen
Can it be used? Q4 · observed
tools13
vs populationmid
capabilities1
harnessA
Did it hold when checked? Q3–Q4 · derived
identityfarm_member
servers on its host13
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_851830dd3ed398a693ac7174 · 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?kind unknown ● evidence ↓
Q3Can it be checked?V n/a for this kind ◐evidence ↓
Q4Did it hold?harness A · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?gateway · 13 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, 2026-08-16 → 2026-08-16). 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
2026-08-16outcomefirst 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
unclassified8not classifiable from its textTier-1 only until its tools describe themselves
action3changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
retrieval-public2serves public factstruth-checkable against a public source — the V-ladder applies in full

Tools last seen observed

docx_to_md md_to_docx md_to_epub md_to_html md_to_pdf md_to_pptx merge_pdf pdf_add_page_numbers pdf_page_count pdf_rotate pdf_watermark split_pdf what_can_you_do

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 & specific13/13
has a description13/13
description is substantive13/13
parameters are typed13/13
parameters are described13/13

13 of 13 tools graded · 13 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
1.5.0
server version netcafe-docflow

Capabilities: tools

Drift observed

No confirmed drift on record. Baseline set 2026-08-16; changes appear here after human review.

raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-16T06:11:26Zok_tools20011132025-06-18

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/com.ainetcafe/netcafe-docflow.svg)](https://robinsaige.com/s/com.ainetcafe/netcafe-docflow)

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.

← overview

Operator of this server? Everything we hold about it is on this page — free, no account, for anyone. Wrong attribution, stale probe, misclassification? Dispute this record →