Opportunity Exchange MCP Server

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.

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.

Compare two or three roles using the shared occupation fields: wages, demand, outlook, entry requirements and work profile.

Read runtime provider contracts grouped as evidence, preview, planned, first-party and derived. Only the evidence group is eligible to support factual claims.

Read the governed upstream source registry: publisher datasets, stable source ids, licence decisions, approved and excluded uses, checked releases, materialization bindings and refresh controls.

Get one governed economic signal by its source-stable id, including provenance, lifecycle state, mappings and uncertainty boundaries.

List governed Saskatchewan economic signals from official structured sources. Each row preserves lifecycle state and uncertainty; notices do not prove an award, project, hiring or outcome.

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.

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.

One community’s GDP report by 2021 SGC census subdivision code (e.g. 4708004 for Swift Current): central estimate with the income/production range and every sector’s amount and percentage share, or the suppression reason where the data cannot support a point estimate. Codes come from get_economy_overview or /api/v1/economy.

Modeled community GDP for Saskatchewan: official provincial sector GDP (36-10-0711-01, 2022 current dollars) allocated across all 951 census subdivisions by measured activity weights, reconciling to provincial totals. Returns benchmark/allocated/residual totals, top communities, the official 2017–2025 Saskatchewan real-GDP series, and the calculation version. Community figures are structured estimates, not official measurements.

Backward-compatible alias for list_economic_signals.

Search the public employer directory by name, municipality, sector group and its disclosed hiring flag. Preview providers return modelled hiring scenarios, not employer claims.

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.

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.

Aggregate posting-corpus records associated with each credential against current and lapsed holders. Small cohorts are suppressed; null pressure means no holder denominator and never proves a labour deficit.

Job postings, newest first, filterable. Check meta.evidence.truthState: preview means the corpus is synthetic demonstration records. Rows with synthetic=true are preview records, never real vacancies.

Evidence availability and confidence-gate work queue for all 17 Saskatchewan cities and 149 towns. Returns current Tier A–D counts, evidence-domain coverage, public-model input counts, local-context status and the next defensible data action for each municipality.

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.

Rank Saskatchewan communities by monthly discretionary income for exactly one role or explicit hourly wage.

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.

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.

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.

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).

The Saskatchewan occupation catalogue: id, title, NOC code, sector, hourly wage, demand score. Start here to find role ids.

One sector: its occupations, provider-qualified postings by community, and notable employers.

Sector rollups with provider-qualified posting-corpus counts, available talent, scenario ratios, median wage and demand. Read meta.evidence before interpreting a posting count.

Resolve either a governed upstream source id or runtime provider id. Returns the matching source or categorized provider with its lineage; omit id for the upstream source registry.

Saskatchewan merchandise exports by NAPCS section from Statistics Canada. Station-level CGC rows are excluded pending commercial redistribution permission.

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.