# Kleap (io.github.kleaphq/kleap): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.kleaphq%2Fkleap/versions/latest)
- Connected to: https://kleap.co/api/mcp
- Homepage: https://kleap.co/mcp
- Repository: https://github.com/kleaphq/cli
- Scoring rules: v2
- Tools: 35
- Average: 72.5 / 100 (Clear)
- Near-identical pairs: 0

This page shows how Kleap (io.github.kleaphq/kleap)'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: 35 tools. Above 25, models start to tell tools apart less well.
- Minor: The server's instructions are 11113 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.

## Tools

- `get_database_schema`: 50 / 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: app_id. Name the tool or the place that returns it, or models look it up first.
- `check_domain`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
- `list_app_files`: 53 / 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: app_id. Name the tool or the place that returns it, or models look it up first.
- `rename_app`: 55 / 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: app_id. Name the tool or the place that returns it, or models look it up first.
- `insert_database_rows`: 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: app_id. Name the tool or the place that returns it, or models look it up first.
- `query_database_rows`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: offset.
  - Minor: Required identifiers whose description does not say where the value comes from: app_id. Name the tool or the place that returns it, or models look it up first.
- `get_credits`: 60 / 100
- `list_apps`: 60 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `delete_database_rows`: 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: app_id. Name the tool or the place that returns it, or models look it up first.
- `update_database_rows`: 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: app_id. Name the tool or the place that returns it, or models look it up first.
- `run_database_sql`: 63 / 100
  - Minor: String arguments with no constraint or example: sql.
  - Minor: Required identifiers whose description does not say where the value comes from: app_id. Name the tool or the place that returns it, or models look it up first.
- `seo_audit`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `connect_domain`: 68 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: app_id. Name the tool or the place that returns it, or models look it up first.
- `wake_app`: 68 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: app_id. Name the tool or the place that returns it, or models look it up first.
- `search_domains`: 70 / 100
  - Major: Says nothing about when to use it, or when not to.
- `edit_files`: 71 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: app_id. Name the tool or the place that returns it, or models look it up first.
- `get_screenshot`: 71 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: app_id. Name the tool or the place that returns it, or models look it up first.
- `get_app`: 73 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: app_id. Name the tool or the place that returns it, or models look it up first.
- `connect_search_console`: 75 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: app_id. Name the tool or the place that returns it, or models look it up first.
- `buy_domain`: 76 / 100
  - Minor: Arguments without a description: registrant.first_name, registrant.last_name, registrant.email, registrant.address, registrant.address2, registrant.city, registrant.state, registrant.organization.
  - Minor: String arguments with no constraint or example: registrant.first_name, registrant.last_name, registrant.email, registrant.address, registrant.address2, registrant.city, registrant.state, registrant.organization.
- `check_task`: 78 / 100
- `get_publish_status`: 78 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: app_id. Name the tool or the place that returns it, or models look it up first.
- `generate_image`: 80 / 100
- `publish_app`: 80 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: app_id. Name the tool or the place that returns it, or models look it up first.
- `modify_app`: 82 / 100
- `find_app`: 83 / 100
- `get_form_submissions`: 83 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: app_id. Name the tool or the place that returns it, or models look it up first.
- `delete_files`: 85 / 100
- `get_analytics`: 85 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: app_id. Name the tool or the place that returns it, or models look it up first.
- `retry_task`: 85 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: task_id. Name the tool or the place that returns it, or models look it up first.
- `upgrade_plan`: 85 / 100
- `read_files`: 88 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `get_search_console`: 90 / 100
- `create_app`: 91 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `write_files`: 94 / 100

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