Robin Saige we check the tools AI agents call

Service Public France

io.github.OneNicolas/mcp-service-public

French public services: tax, property, admin, education, healthcare, security, risks, legal texts

— the operator's own registry description reported

Publisher io.github.OneNicolas · first seen 2026-08-12 · endpoint https://mcp-service-public.nhaultcoeur.workers.dev/mcp

allow
verdict
stale-rich-fast-solo
cluster
ok_tools
answers
38
tools served

Dependency rating derived

allow — stale-rich-fast-solo — safe to depend on

Cluster stale-rich-fast-solo · distinctiveness 0.572 (moderate). 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
latency35 ms
vs populationfast
protocolbehind
authopen
Use — can it use it?
tools38
vs populationhigh
capabilities2
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_c838d3b7f857080d64ac662e · 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

comparer_communes consulter_acces_soins consulter_aide_sociale consulter_budget_commune consulter_budget_epci consulter_evaluations_nationales consulter_fiscalite_locale consulter_insertion_professionnelle consulter_journal_officiel consulter_parcoursup consulter_parcoursup_stats consulter_prix_carburant consulter_resultats_lycee consulter_risques_naturels consulter_securite consulter_sirene_historique consulter_transactions_immobilieres consulter_zonage_immobilier lire_fiche naviguer_themes rechercher rechercher_annonce_legale rechercher_code_juridique rechercher_convention_collective rechercher_doctrine_fiscale rechercher_entreprise rechercher_etablissement_scolaire rechercher_fiche rechercher_formation rechercher_jurisprudence rechercher_marche_public rechercher_offre_emploi rechercher_service_local rechercher_subvention rechercher_texte_legal simuler_frais_notaire simuler_impot_revenu simuler_taxe_fonciere

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 & specific38/38
has a description38/38
description is substantive38/38
parameters are typed38/38
parameters are described38/38

38 of 38 tools graded · 38 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

2025-03-26
protocol version
session model
1.14.8
server version service-public

Capabilities: prompts 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
2026-08-14T19:59:13Zok_tools200352025-03-26
2026-08-12T05:34:25Zok_tools200992025-03-26

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.OneNicolas/mcp-service-public.svg)](https://robinsaige.com/s/io.github.OneNicolas/mcp-service-public)

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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