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MSPortfolio — MCP-Native Engineering Portfolio

get_projects

Read-only

Get portfolio projects with stack, highlights, and decision logs. Optional filter by stack tag.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
filterNoFilter projects by stack tag.

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

The annotations already declare readOnlyHint=true and openWorldHint=false, so the description does not need to restate safety. It adds some context by naming the return categories, but it does not clarify default behavior, pagination, limits, or how filtering interacts with the 'all' value.

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

Conciseness5/5

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

One concise, front-loaded sentence states the action, resource, key returned content, and the optional filter. There is no filler or redundant phrasing.

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?

For a simple one-parameter, read-only retrieval tool, the description covers what is returned and the filter option. A small gap remains: it does not explicitly state the default when 'filter' is omitted, though the 'all' enum value makes that reasonably inferable.

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 coverage is 100%, and the single 'filter' parameter already documents its enum values and meaning. The description's 'Optional filter by stack tag' essentially restates the schema without adding new semantic depth, so it earns the baseline but no more.

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 states a specific verb and resource: 'Get portfolio projects' with stack, highlights, and decision logs. It is clear and likely distinguishable from siblings like search_projects, though it does not explicitly name or contrast those alternatives.

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?

No guidance is provided about when to use get_projects versus search_projects or other sibling tools. There are no exclusions, prerequisites, or alternative-selection hints; the only usage hint is the optional stack-tag filter, which concerns parameter use rather than tool selection.

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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TDQS

A4/5.0
Disambiguation4/5

Most tools map cleanly to distinct content types such as profile, projects, issues, diary, experiments, and live-source verification. A few pairs like get_projects/search_projects and get_articles/verify_article touch the same subject matter, but their descriptions clarify the intended action well enough for an agent.

Naming Consistency5/5

All tools follow a consistent snake_case verb_noun pattern: get_* for portfolio content, verify_* for external grounding, plus analyze_stack, search_projects, and simulate_architecture. There is no mixing of conventions or vague generic verbs.

Tool Count4/5

18 tools is on the higher end but justified by the portfolio's breadth: content domains, project search/simulation, and open-world verification all have distinct needs. It is slightly heavy but not bloated; each tool has a discernible reason to exist.

Completeness5/5

The surface covers the full portfolio/interview domain: profile, projects, timeline, articles, repos, packages, issues, engineering history, experiments, principles, and verification. It also includes grounding against live sources, leaving no obvious dead ends for an agent answering questions about the owner.

Resources