Robin Saige we check the tools AI agents call

opportunity exchange

ca.veilpoint/opportunity-exchange

Keyless Saskatchewan labour-market data: measured wages and rents, roles, jobs, outcomes, pathways.

— the operator's own registry description reported

Publisher ca.veilpoint · first seen 2026-08-12 · endpoint https://veilpoint.ca/mcp

allow
verdict
rich-solo
cluster
ok_tools
answers
52
tools served

Dependency rating derived

allow — rich-solo — safe to depend on

Cluster rich-solo · distinctiveness 0.361 (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
latency149 ms
vs populationtypical
protocolcurrent
authopen
Use — can it use it?
tools52
vs populationhigh
capabilities1
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_5dc7309be9692a5ac9f21f18 · 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

assess_procurement_relevance assess_workforce_demand check_comparability compare_communities compare_municipalities compare_outcomes compare_roles evaluate_pathways explain_confidence explain_truth_state find_connected_entities find_potential_customers find_potential_suppliers get_business_evidence get_community_economy get_community_profile get_data_providers get_data_sources get_economic_signal get_economy_overview get_emerging_signals get_entity get_entity_context get_evidence get_knowledge_graph_status get_labour_demand get_municipality_evidence_coverage get_real_estate get_rents get_role get_sector get_source_provenance get_trade_overview get_wage_evidence get_wages inspect_procurement_activity investigate_economic_question list_economic_signals list_noc_groups list_roles list_sectors query_knowledge_graph rank_communities resolve_entities resolve_entity search_businesses search_employers search_entities search_hiring_activity search_licensed_businesses summarize_credential_demand traverse_relationships

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 & specific52/52
has a description52/52
description is substantive52/52
parameters are typed52/52
parameters are described43/5243/52

52 of 52 tools graded · 52 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
1.0.0
server version opportunity-exchange

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 (2 events)
datetypewhat changed
2026-08-14inventorytools 31 → 52
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:57:49Zok_tools2001492025-06-18
2026-08-12T05:33:06Zok_tools2001372025-06-18

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/ca.veilpoint/opportunity-exchange.svg)](https://robinsaige.com/s/ca.veilpoint/opportunity-exchange)

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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