Robin Saige we check the tools AI agents call

Razi Tools

io.github.razikallayi/razi-tools

PDF, image, video, OCR, screenshot, SQL, QR and text tools for agents. No API key, no signup.

— the operator's own registry description reported

Publisher io.github.razikallayi · first seen 2026-09-09 · endpoint https://www.razi.pro/api/mcp

allow
verdict
mid-shared
cluster
ok_tools
answers
28
tools served

Dependency rating derived

allow
allow — alive & usable · action ● · V n/a
allow — because answers ●, 28 tools legible (band A) ●, no confirmed drift in 1 probes ●; not yet checked: truth (0 runs)

Cluster mid-shared · distinctiveness 0.269 (typical). Every figure is a percentile or class within the 19,148-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency166 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools28
vs populationmid
capabilities1
harnessA
Did it hold when checked? Q3–Q4 · derived
identityshared
servers on its host6
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_8abe0008d4754727260e2781 · 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 — 1 probes ●evidence ↓
Q2What is it?action ● 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?mid-shared · 6 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, 2026-09-13 → 2026-09-13). 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
2026-09-13outcomefirst 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
action21changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
computational3deterministic transformsself-checkable by re-computation and known-answer tests
generative3creates contentno answer key exists; disclosure + stability checks, never truth verdicts
predictive1claims about the futurescoreable only in retrospect — the archive scores yesterday's predictions against today's outcome

Tools last seen observed

calculate_percentage compare_text compress_image compress_pdf decode_base64 decode_jwt decode_url draft_email encode_base64 encode_url extract_text_ocr fetch_page_metadata fetch_site_logo format_json generate_blog_outline generate_fake_data generate_image generate_qr_code generate_sql generate_text humanize_text images_to_pdf merge_pdf parse_document screenshot_url shorten_url split_image split_pdf

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 & specific28/28
has a description28/28
description is substantive28/28
parameters are typed28/28
parameters are described28/28

28 of 28 tools graded · 28 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
2.1.1
server version razi-tools

Capabilities: tools

Drift observed

No confirmed drift on record. Baseline set 2026-09-13; changes appear here after human review.

raw probe records
probed (UTC) outcomehttpmsprotocol
2026-09-13T06:18:01Zok_tools2001662025-06-18

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.razikallayi/razi-tools.svg)](https://robinsaige.com/s/io.github.razikallayi/razi-tools)

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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