opportunity-exchange

{
  "id": "aix_f4dc5b7d82",
  "name": "opportunity-exchange",
  "operator": "(unclaimed - source: registry-official · publisher: ca.veilpoint)",
  "description": "Keyless Saskatchewan labour-market data: measured wages and rents, roles, jobs, outcomes, pathways.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-24",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "cache-store",
    "citation-check",
    "inventory-check",
    "sql-database",
    "summarize-docs"
  ],
  "protocols": {
    "mcp": "https://veilpoint.ca/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 2035,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 47,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-24T16:01:02.319Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://veilpoint.ca/agents"
    }
  ],
  "profile": {
    "mcp_server": "opportunity-exchange",
    "mcp_version": "1.0.0",
    "tool_count": 72,
    "tools": [
      {
        "name": "investigate_economic_question",
        "description": "Turn a natural-language economic question into an inspectable deterministic plan, resolve governed entities, execute a bounded set of existing OEX graph/data primitives, and return a citation-ready evidence bundle. OEX does not invoke a hosted model or generate a hidden reasoning chain; synthesize only from the returned evidence and limitations."
      },
      {
        "name": "inspect_knowledge_frontier",
        "description": "What OEX has asked about a subject, what it could not conclude, why, and which registered question logically follows. Governed and deterministic: every field is a typed governed value or a fixed catalogue constant, no model is invoked, and nothing is derived from prose. This is not a work queue — it carries no identifiers to act on, and OEX accepts no report that a dependency was addressed. A dependency stops being reported when the same question, asked again against changed governed evidence, no longer derives it. Use investigate_economic_question or the subject’s own resource for the facts; "
      },
      {
        "name": "resolve_entities",
        "description": "Resolve a user-supplied name, slug, NOC code, SGC code, program, sector or governed source to its canonical OEX identity. Call this before joining datasets when the identifier is uncertain. Results include the correct follow-up MCP tool and arguments."
      },
      {
        "name": "get_entity_context",
        "description": "Fetch the governed context for one resolved entity in a single call. Accepts a canonical id, local slug or exact name and routes to the existing occupation, municipality, sector, training, NOC or source resource so evidence and provenance are preserved."
      },
      {
        "name": "query_knowledge_graph",
        "description": "Query the materialized semantic graph without downloading whole datasets. Resolve an entity name/code and optional municipality geography, then return typed facts and relationships. This supports municipality-by-NAICS GDP and business queries without encoding classifications in metric names. Missing facts or edges mean unknown, never zero or false."
      },
      {
        "name": "get_knowledge_graph_status",
        "description": "Return the current database graph inventory by entity type, predicate and metric plus deterministic core reconciliation. ok=true means every governed core entity, alias, edge and fact is present; additional materializers may add records."
      },
      {
        "name": "compare_municipalities",
        "description": "Compare 2–10 exact Saskatchewan municipalities using the newest governed fact for each standard economic metric. A metric is comparable only when all resolved municipalities have the same unit and reference period; missing and mismatched evidence is returned explicitly."
      },
      {
        "name": "list_roles",
        "description": "The Saskatchewan occupation catalogue: id, title, NOC code, sector, hourly wage, demand score. Start here to find role ids."
      },
      {
        "name": "get_role",
        "description": "One occupation in full: market figures, entry requirements, working conditions, training programs, and per-community outcomes (net and discretionary monthly income at the median wage)."
      },
      {
        "name": "compare_roles",
        "description": "Compare two or three roles using the shared occupation fields: wages, demand, outlook, entry requirements and work profile."
      },
      {
        "name": "search_hiring_activity",
        "description": "Source-attributed hiring-activity evidence, newest first and filterable by occupation, sector and geography. data.recordPurpose and each row recordPurpose are hiring_activity_evidence; rows are observations with isActionable=false, not jobs offered for application through OEX. Check observationDate, lastVerifiedAt, provenance, meta.evidence.truthState and synthetic before using a record as current evidence."
      },
      {
        "name": "compare_outcomes",
        "description": "The wage-vs-cost join: what an hourly wage actually leaves over each month in every Saskatchewan community, after tax, housing, utilities and commuting. Pass occupation (models its median wage, with posting counts; their truth state is in meta.evidence) or wage."
      },
      {
        "name": "rank_communities",
        "description": "Rank Saskatchewan communities by monthly discretionary income for exactly one role or explicit hourly wage."
      },
      {
        "name": "list_sectors",
        "description": "Sector rollups with provider-qualified hiring-record counts, median wage and occupation demand. Candidate profiles are excluded. Read meta.evidence before interpreting a count."
      },
      {
        "name": "get_sector",
        "description": "One sector: its occupations, provider-qualified postings by community, and notable employers."
      },
      {
        "name": "summarize_credential_demand",
        "description": "Aggregate hiring records associated with occupational credential requirements. Candidate profiles and holder counts are excluded; the result describes demand evidence, not a proven shortage."
      },
      {
        "name": "search_employers",
        "description": "Search the public business directory by name, municipality, sector group and observed hiring flag. Preview providers return modelled activity scenarios, not business claims."
      },
      {
        "name": "get_trade_overview",
        "description": "Saskatchewan merchandise exports by NAPCS section from Statistics Canada. Station-level CGC rows are excluded pending commercial redistribution permission."
      },
      {
        "name": "get_real_estate",
        "description": "Housing market by community: median price, listings, market velocity, and the own-vs-rent monthly cost on the local wage. Pass municipalityId for one community with the price trend and full ownership model."
      },
      {
        "name": "search_licensed_businesses",
        "description": "Named businesses holding a municipal licence in one community, from an attributed City snapshot. Answers who exists and in which industry, NOT who is hiring — use search_employers for that. Each row is a licence held on the reference date: it is not a legal-entity register, not current beyond that date, incomplete for excluded licence categories, and not evidence of ownership, employment, size or operating health. Home-based licences carry no address."
      },
      {
        "name": "get_wages",
        "description": "Measured wages and vacancies (Statistics Canada, real data): LFS median/average hourly wages by occupation group × province, and JVWS job vacancies with average offered hourly wage by NOC 2021 unit group × province/territory. Pass noc for one unit group across geographies, province for one geography, both for one cell, neither for the national overview. Wage medians are group-level; each estimate names the published grouping that answered."
      },
      {
        "name": "get_rents",
        "description": "Measured rental markets (CMHC Rental Market Survey via Statistics Canada, real data): average rents by unit type (bachelor to 3+ bedroom) and rental vacancy rates for every surveyed centre in Canada, October survey. Pass province for one province’s centres, centre (cmhcCode) for one centre, neither for the national overview. Suppressed cells are null and unsurveyed centres absent — never zero."
      },
      {
        "name": "list_noc_groups",
        "description": "The complete NOC 2021 occupational classification: all 516 unit groups with bilingual titles, TEER tiers, and platform coverage flags. Use to map any Canadian occupation to its code."
      },
      {
        "name": "evaluate_pathways",
        "description": "The decision tool: evaluate realistic routes into work for a person's stated credentials, education, experience, driver licence, relocation boundary, housing and family needs, savings, and retraining limit. Returns pass/conflict/unknown plus the same ordered, versioned evidence panel used by REST and the human evaluator. OSINT and placeholder values are excluded from ranking. Request-scoped: constraints are evaluated in-process and never stored."
      },
      {
        "name": "inspect_procurement_activity",
        "description": "Inspect official Saskatchewan CanadaBuys procurement observations by buyer, notice, or UNSPSC product/service category. Returns current and historical lifecycle evidence, amendments, conflicts, provenance, and explicit missing-evidence boundaries. It does not rank tenders, infer supplier fit, or expose private supplier/customer relationships."
      }
    ],
    "profiled_at": "2026-09-24T16:01:02.319Z"
  },
  "unreachable": false
}