# MSPortfolio — MCP-Native Engineering Portfolio (io.github.ManSio/msp-portfolio): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.ManSio%2Fmsp-portfolio/versions/latest)
- Connected to: https://msp-portfolio.mansio-dev.workers.dev/mcp
- Scoring rules: v2
- Tools: 18
- Average: 61.7 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how MSPortfolio — MCP-Native Engineering Portfolio (io.github.ManSio/msp-portfolio)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.

## Tools

- `get_timeline`: 38 / 100
  - Major: The description only restates the name (5 words).
  - Major: The description is too short (5 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_projects`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_articles`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_engineering_principles`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_antipatterns`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_profile`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `simulate_architecture`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `verify_claim`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `analyze_stack`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_diary`: 65 / 100
  - Minor: Says nothing about what it returns.
- `get_issue_detail`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `get_known_issues`: 65 / 100
  - Minor: Says nothing about what it returns.
- `get_commit_history`: 72 / 100
  - Minor: Says nothing about what it returns.
- `get_experiments`: 72 / 100
- `search_projects`: 75 / 100
- `verify_package`: 78 / 100
  - Minor: Says nothing about what it returns.
- `verify_article`: 85 / 100
- `verify_repo`: 85 / 100

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