Robin Saige we check the tools AI agents call

Alya — The Hub for Autonomous Agents

io.github.Rupert1987/alya-hub

Operator-as-agent MCP hub. 6 tools. First $5 free, then $0.001/call.

— the operator's own registry description reported

Publisher io.github.Rupert1987 · first seen 2026-08-12 · endpoint https://mydaughteralya.com/mcp

allow
verdict
stale-mid-solo
cluster
ok_tools
answers
32
tools served

Dependency rating derived

allow — stale-mid-solo — safe to depend on

Cluster stale-mid-solo · distinctiveness 0.251 (typical). 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
latency269 ms
vs populationtypical
protocolbehind
authopen
Use — can it use it?
tools32
vs populationmid
capabilities1
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_7ff80bc6af53e2d9380cf8c1 · 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

agent_registry alpaca_paper_status alya_app_directory alya_ask alya_celeb_summary alya_clone_chat alya_demands_trending alya_drug_interactions alya_gem_appraise alya_gems_recent alya_iconic_clones alya_loss_check alya_seismic_forecast alya_seismic_recent alya_symptom_check alya_weather_now batch_calibrate calibrate_decision get_domain_accuracy image_gen polymarket_categorize polymarket_edge polymarket_signals polymarket_top_traders web_search youtube_find_opportunities youtube_generate_video youtube_get_performance youtube_get_pipeline_status youtube_get_recommendations youtube_health_check youtube_upload_video

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 & specific32/32
has a description32/32
description is substantive32/32
parameters are typed32/32
parameters are described23/3223/32

32 of 32 tools graded · 32 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

0/0 answers agree with the published primary source · 2 unverifiable.

claim classkeyverdictprimary source
tariff-duty6109.10.00unverifiableus-hts
tariff-duty8471.30.01unverifiableus-hts

Protocol conformance observed

2025-03-26
protocol version
session model
1.0.3
server version alya-hub

Capabilities: 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
2026-08-14T19:59:14Zok_tools2002692025-03-26
2026-08-12T05:34:28Zok_tools2002802025-03-26

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.Rupert1987/alya-hub.svg)](https://robinsaige.com/s/io.github.Rupert1987/alya-hub)

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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