Robin Saige we check the tools AI agents call

Islam West Africa Collection (IWAC)

io.github.fmadore/iwac-mcp-server

Read-only access to the Islam West Africa Collection via Hugging Face datasets.

— the operator's own registry description reported

Publisher io.github.fmadore · first seen 2026-08-12 · endpoint https://islam.zmo.de/mcp/

allow
verdict
rich-slow-solo
cluster
ok_tools
answers
34
tools served

Dependency rating derived

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

Cluster rich-slow-solo · distinctiveness 0.706 (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
latency513 ms
vs populationslow
protocolcurrent
authopen
Use — can it use it?
tools34
vs populationhigh
capabilities3
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_7bc1bcab118e6656fe4214a0 · 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

fetch get_article get_audiovisual get_collection_stats get_cooccurrence get_country_comparison get_document get_field_distribution get_image get_index_entry get_lexical_metrics get_newspaper_stats get_place_distribution get_publication_fulltext get_reference get_semantic_map get_sentiment_distribution get_similar_items get_temporal_distribution get_topic_distribution list_audiovisual list_locations list_periodicals list_persons list_subjects search search_articles search_audiovisual search_by_sentiment search_documents search_images search_index search_publications search_references

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 & specific34/34
has a description34/34
description is substantive34/34
parameters are typed34/34
parameters are described14/3414/34

34 of 34 tools graded · 34 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 · 1 unverifiable.

claim classkeyverdictprimary source
tariff-dutyunmappedunverifiableus-hts

Protocol conformance observed

2025-06-18
protocol version
session model
3.0.0
server version iwac-mcp-server

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
2026-08-14T19:59:33Zok_tools2005132025-06-18
2026-08-12T05:34:45Zok_tools2005262025-06-18

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

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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