# Codat MCP by usefulapi (io.usefulapi/codat): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.usefulapi%2Fcodat/versions/latest)
- Connected to: https://codat.usefulapi.io/mcp
- Homepage: https://usefulapi.io/codat/
- Repository: https://github.com/m190/usefulapi-mcp
- Scoring rules: v2
- Tools: 28
- Average: 52.9 / 100 (Cloudy)
- Near-identical pairs: 4

This page shows how Codat MCP by usefulapi (io.usefulapi/codat)'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: 28 tools. Above 25, models start to tell tools apart less well.

## Tools

- `codat_get_company`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_get_connection`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: companyId, connectionId. Name the tool or the place that returns it, or models look it up first.
- `codat_get_data_info`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_get_invoice`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: invoiceId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: companyId, invoiceId. Name the tool or the place that returns it, or models look it up first.
- `codat_get_balance_sheet`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_get_cash_flow_statement`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_get_profit_and_loss`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_refresh_all_data`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
- `codat_get_data_status`: 50 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_list_integrations`: 51 / 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.
- `codat_create_company`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `codat_list_companies`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `codat_list_customers`: 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: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_list_suppliers`: 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: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_get_profile`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `codat_request`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `codat_create_connection`: 57 / 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: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_list_account_transactions`: 57 / 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: companyId, connectionId. Name the tool or the place that returns it, or models look it up first.
- `codat_list_accounts`: 57 / 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: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_list_bill_payments`: 57 / 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: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_list_bills`: 57 / 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: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_list_journal_entries`: 57 / 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: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_list_payments`: 57 / 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: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_refresh_data_type`: 59 / 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: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_list_credit_notes`: 60 / 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: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_list_direct_costs`: 60 / 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: companyId, connectionId. Name the tool or the place that returns it, or models look it up first.
- `codat_list_connections`: 62 / 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: companyId. Name the tool or the place that returns it, or models look it up first.
- `codat_list_invoices`: 62 / 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: companyId. Name the tool or the place that returns it, or models look it up first.

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