MCP serverca.veilpoint/opportunity-exchange

Compare the supply categories a business has published against the UNSPSC categories official buyers have requested. Returns category compatibility only, classed as inferred_compat

Report occupational demand, credential demand, training availability and a training-route constraint indicator separately. It does not combine them into a shortage claim: a shortag

Run Business Health on a real business from details you supply — the free public check. Use this when someone asks about *their own* business: it needs no account, stores nothing,

Check whether requested community observations share compatible concepts, units, geographic boundaries, and reference periods; return explicit reasons where they do not.

For each public procurement notice whose requested categories overlap what this business has published, what about the business's OEX representation is in order and what is not. Ev

Compare 2–10 Saskatchewan communities and return explicit missing-data and comparability results for every requested metric.

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 t

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

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

Start here to try Business Health. Creates a synthetic business you may then operate, and returns its id. Sandbox businesses never appear in OEX search, the directory or any public

The decision tool: evaluate realistic routes into work for a person's stated credentials, education, experience, driver licence, relocation boundary, housing and family needs, savi

What claiming a business on OEX involves, and how to start. Call this after check_business_health when the person wants to act on the findings inside OEX rather than only on their

Explain the OEX A–D record-confidence vocabulary, its weakest-input rule for derived values, and the interpretation contract.

Explain what an OEX truth state permits an agent to claim and return the complete interpretation contract.

Find entities connected through governed graph predicates, with source, truth state, confidence, and hop annotations.

Find businesses whose published purchasing categories match the categories a business has published as things it can supply. Returns potential_compatibility only: it is not a custo

Find businesses whose published supply categories match the categories a business has published as things it buys. Returns potential_compatibility only: no relationship is asserted

Retrieve the governed context and evidence boundary for one business entity. Licence presence establishes snapshot presence only.

The full health report for a sandbox business: the headline, findings worth attention with an action each, invitations, what passed, and what could not be evaluated. The headline i

The same report as markdown — the form an owner would hand to whoever maintains their website.

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 per

Retrieve one municipality as a governed economic profile with canonical identity, available evidence, links, and qualifications.

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 ref

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

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 weigh

Backward-compatible alias for list_economic_signals.

Retrieve one governed entity record with its evidence, provenance, canonical links, and permitted interpretation.

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, t

Retrieve a governed upstream source or runtime provider and its lineage, licence boundary, releases, and serving status.

Get an asset OEX generates from the business's own record: 'local-business-jsonld' or 'corrected-info-block'.

The event history for a sandbox business: what was detected, what the owner reported, and what a recheck verified — with the timestamps that make the sequence auditable.

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 f

Retrieve governed Saskatchewan labour-demand evidence while keeping advertised openings, statistical vacancies, live listings, and modelled sector allocations distinct.

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 cou

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

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 surveye

One occupation in full: market figures, entry requirements, working conditions, training programs, and per-community outcomes (net and discretionary monthly income at the median wa

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

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.

Retrieve wage evidence for an occupation and geography with units, period, source, confidence, and comparability qualifications.

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

Grant a purpose-scoped consent on behalf of the sandbox business. This is what an invitation in the report is asking for. The classes are separate on purpose: granting one never wi

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 va

Inspect official Saskatchewan CanadaBuys procurement observations by buyer, notice, or UNSPSC product/service category. Returns current and historical lifecycle evidence, amendment

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

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

What Business Health can actually inspect, fix, generate, verify and escalate — every check, what evidence it reads, what it needs before it will run, and what it offers as a fix.

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 cod

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

List the sandbox businesses that exist, so you can resume working on one.

Sector rollups with provider-qualified hiring-record counts, median wage and occupation demand. Candidate profiles are excluded. Read meta.evidence before interpreting a count.

Query the materialized semantic graph without downloading whole datasets. Resolve an entity name/code and optional municipality geography, then return typed facts and relationships

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

Ask OEX to look again — what a business does after fixing something. Inspects the website if one is supplied. Rate-limited, and a check that could not run is reported as unable-to-

Record that the owner says a finding is fixed. This is their claim, not OEX's: nothing renders as resolved until a recheck runs and the check actually passes.

Resolve a public graph assertion citation to its canonical entity or entities, exact assertion, source, observation time, truth state, confidence, publication scope, methodology an

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 u

Resolve user language or an official code to the canonical OEX identity and the correct next tool. Returns ranked candidates when the input is ambiguous.

Run the Guided Business Study on a sandbox business: Business Health plus the three analytical instruments — Negative Space (what would be expected here and is not observed), Bound

The same Guided Business Study as a markdown document — the form a study is handed over in, with each stage’s findings beside its own evidence table.

Search governed municipal licensed-business snapshots without inferring operating health, employment, ownership, or hiring.

Search the public business directory by name, municipality, sector group and observed hiring flag. Preview providers return modelled activity scenarios, not business claims.

Search across supported OEX entity classes using names, aliases, slugs, and official identifiers.

Source-attributed hiring-activity evidence, newest first and filterable by occupation, sector and geography. data.recordPurpose and each row recordPurpose are hiring_activity_evide

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

Tell OEX the business's website so it can be inspected. Supplying a domain permits inspection; it does not assert that the business owns or controls it, and OEX will not publish th

Record that work on a finding has begun — the owner opening the action. Moves the finding's action state, which is what makes its history readable later.

Aggregate hiring records associated with occupational credential requirements. Candidate profiles and holder counts are excluded; the result describes demand evidence, not a proven

Traverse bounded, typed economic relationships from a resolved entity without treating missing edges as false.

Correct or complete the business's own record — the fix for most findings about missing or thin information. Supply only the fields you are changing; an omitted field is left alone