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Match procurement opportunities to my business

find_matching_opportunities
Read-only

Rank CanadaBuys and Alberta APC opportunities for any business profile, in any sector. Pass an inline profile to describe the business per call. A description is classified with TypeSafe Jev (yes, partial, or no, and goods supply, services, training, or subcontract) after a commodity-code prefilter; keyword score and Buy Canadian bonuses break ties. Steel, lumber, aluminum, and construction remain valid labels. When configured, search terms or business capabilities may be sent to Cohere to select commodity filters. See /privacy. When a business description is present and TypeSafe is configured, notice text and that description are sent to TypeSafe for supply-fit classification. See /privacy.

Input Schema

NameRequiredDescriptionDefault
daysNoOnly show opportunities closing within N days (default 60)
limitNoMaximum opportunities to return (default 15, max 30)
profileNoInline business profile used for this call only. Overrides any saved profile. On the shared public endpoint without a subscriber key, this is the way to describe your business.

Output Schema

NameRequiredDescriptionDefault
kindNo
countNo
matchesNo
warningsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description goes well beyond the read-only annotations by disclosing the ranking pipeline: commodity-code prefiltering, TypeSafe Jev classification, keyword scoring, Buy Canadian bonuses, and tie-breaking. It also transparently states when search terms or business descriptions may be sent to Cohere or TypeSafe and points to privacy documentation.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The purpose is front-loaded and the description is generally efficient, with no wasted introductory prose. It is somewhat dense and repeats the privacy pointer twice, which prevents a perfect score despite the high-value behavioral details.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the nested profile object, annotations, and output schema, the description is largely complete for understanding what the tool does and how matching works. The main remaining gap is explicit guidance on when to choose this tool over sibling opportunity-search or fit-scoring tools.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already explains days, limit, and the nested profile fields. The description reinforces that profile is supplied inline per call, but it adds little parameter-level meaning beyond the schema and does not explain how days or limit behave.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb and resource: it ranks CanadaBuys and Alberta APC opportunities for a business profile. It implies a personalized matching purpose distinct from generic opportunity searching, but it does not explicitly name or distinguish itself from close siblings such as find_business_fit or find_opportunities.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It tells the agent to pass an inline profile per call and implies use when ranked business-fit opportunities are wanted. However, it gives no explicit when-to-use versus alternatives, no exclusions, and no direct sibling routing guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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