# io.github.SharpLu/ko-mcp: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.SharpLu%2Fko-mcp/versions/latest)
- Connected to: https://mcp.ko.io/mcp
- Homepage: https://ko.io/
- Repository: https://github.com/SharpLu/ko-mcp
- Scoring rules: v2
- Tools: 32
- Average: 66.8 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how io.github.SharpLu/ko-mcp'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: 32 tools. Above 25, models start to tell tools apart less well.
- 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

- `search_gov_contracts`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: view, ticker, period, fiscal_year, from, to, agency, sub_agency, recipient, naics, award_type, min_amount, sort_actions, sort_companies, page, limit.
  - Minor: String arguments with no constraint or example: ticker, agency, sub_agency, recipient.
  - Minor: No `required` list, so every argument is optional.
- `get_congress_member`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: page, limit.
- `get_gov_contracts`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker, period, fiscal_year, from, to, agency, sub_agency, include, award_id, sort, page, limit.
  - Minor: String arguments with no constraint or example: agency, sub_agency.
- `list_insider_traders`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: page, limit.
  - Minor: No `required` list, so every argument is optional.
- `get_economic_indicators`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_financial_stress`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_eu_annual_reports`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_eu_insider_dealings`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_eu_issuer`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_eu_short_positions`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_form144_notices`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `list_institutions`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `sec_get_filing_index`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_treasury_yields`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_crypto_holder`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_eu_major_holdings`: 65 / 100
- `get_eu_markets`: 65 / 100
- `get_stock_holders`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_crypto_exposure`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_crypto_holders`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_stock_price`: 69 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_stock_profile`: 69 / 100
  - Major: Says nothing about when to use it, or when not to.
- `search`: 70 / 100
- `sec_list_filings`: 72 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_stock_activity`: 75 / 100
- `get_institution_holdings`: 77 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_ftd_data`: 78 / 100
- `get_insider_trades`: 83 / 100
- `get_fed_rates`: 84 / 100
  - Minor: No `required` list, so every argument is optional.
- `sec_get_filing_document`: 85 / 100
- `get_congress_trades`: 89 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_stock_financials`: 95 / 100
  - Minor: The description mentions none of its 3 or more arguments.

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