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Portfolio MCP | Benjamin Nikolajew

Get Career Education

get_career_education
Read-onlyIdempotent

Returns education history entries with program focus and source links.

Input Schema

NameRequiredDescriptionDefault
limitNo
queryNo

Output Schema

NameRequiredDescriptionDefault
queryYes
sourceYes
educationYes
generatedAtYes
totalEducationEntriesYes
returnedEducationEntriesYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive, closed-world behavior, so the safety profile is covered. The description adds that entries carry program focus and source links, but says nothing about the default limit of 6, the max of 10, whether results are paginated, or how the query string matches.

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?

A single front-loaded sentence with no filler; the payload contents come first. It is efficient, though the brevity is partly under-specification rather than true concision.

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

Completeness3/5

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

An output schema exists, so return values need not be explained, and the annotations cover safety. The remaining gap is the undocumented query/limit semantics and the lack of routing versus the career-* siblings, leaving the description only minimally adequate.

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

Parameters2/5

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

Schema description coverage is 0%, so the description is the only place parameter meaning could be conveyed — yet neither 'limit' nor 'query' is mentioned. An agent cannot tell whether query matches on institution, program name, or free text.

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?

States a specific verb and resource ('Returns education history entries') plus the payload shape (program focus and source links). It does not distinguish itself from close siblings such as get_career_certificates or get_career_timeline, so an agent must infer the boundary.

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

Usage Guidelines2/5

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

There is no when-to-use guidance, no exclusions, and no mention of the obvious alternatives (certificates, timeline, role detail) that could also surface career-education data. The agent is left to guess which sibling to call.

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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