# FreshContext (io.github.PrinceGabriel-lgtm/freshcontext): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.PrinceGabriel-lgtm%2Ffreshcontext/versions/latest)
- Connected to: https://api.freshcontext.dev/mcp
- Homepage: https://freshcontext.dev/
- Repository: https://github.com/PrinceGabriel-lgtm/freshcontext-mcp
- Scoring rules: v2
- Tools: 22
- Average: 50.9 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how FreshContext (io.github.PrinceGabriel-lgtm/freshcontext)'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

- `extract_gebiz`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `extract_gov_landscape`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `extract_idea_landscape`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `extract_sec_filings`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `package_trends`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `extract_company_landscape`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `extract_finance_landscape`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `extract_gdelt`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
- `search_jobs`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: max_length.
- `evaluate_context`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: signals[].id, signals[].title, signals[].content, signals[].published_at, signals[].content_date, signals[].retrieved_at, signals[].date_confidence, signals[].freshness_confidence, signals[].status, signals[].metadata.
  - Minor: String arguments with no constraint or example: signals[].id, signals[].title, signals[].content.
  - Minor: The description mentions none of its 3 or more arguments.
- `extract_finance`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `extract_govcontracts`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `extract_landscape`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `extract_yc`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `extract_hackernews`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `extract_producthunt`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `extract_scholar`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `extract_changelog`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `search_repos`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `extract_arxiv`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `extract_github`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `extract_reddit`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.

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