# Axis LMS MCP by usefulapi (io.usefulapi/axis-lms): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.usefulapi%2Faxis-lms/versions/latest)
- Connected to: https://axis-lms.usefulapi.io/mcp
- Homepage: https://usefulapi.io/axis-lms/
- Repository: https://github.com/m190/usefulapi-mcp
- Scoring rules: v2
- Tools: 44
- Average: 40.1 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Axis LMS MCP by usefulapi (io.usefulapi/axis-lms)'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

- Major: 44 tools. Above 40, models choose less accurately.

## Tools

- `axislms_get_certification`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: program_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: program_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_get_ilt_program`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: program_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: program_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_get_usergroup`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: usergroup_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: usergroup_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_list_ilt_meetings`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: program_id, session_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: program_id, session_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_list_organization_branches`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: organization_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: organization_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_list_user_certificates`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: user_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: user_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_list_user_ilt_sessions`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: user_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: user_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_list_certification_users`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: program_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: program_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_list_user_ceus`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: user_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: user_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_remove_usergroup_member`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: usergroup_id, user_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: usergroup_id, user_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_unenroll_user_from_course`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: course_id, user_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: course_id, user_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_unenroll_user_from_ilt_session`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: program_id, session_id, user_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: program_id, session_id, user_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_unenroll_user_from_learningpath`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: learningpath_id, user_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: learningpath_id, user_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_enroll_user_in_ilt_session`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: program_id, session_id, user_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: program_id, session_id, user_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_enroll_user_in_learningpath`: 37 / 100
  - Major: Arguments without a description: learningpath_id, user_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: learningpath_id, user_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_list_usergroup_members`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: usergroup_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: usergroup_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_update_user`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: user_id, first_name, last_name, email, middle_init, company, address, city, state, zip, phone, role, custom1, custom2, custom3, custom4, custom5, custom6, custom7, custom8, custom9, custom10, custom11, custom12, custom13, custom14, custom15.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: user_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_count_courses`: 38 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `axislms_list_usergroups`: 38 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `axislms_add_usergroup_member`: 40 / 100
  - Major: Arguments without a description: usergroup_id, user_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: usergroup_id, user_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_list_course_users`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: course_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: course_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_list_ilt_completions`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: program_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: program_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_list_ilt_sessions`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: program_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: program_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_list_learningpath_users`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: learningpath_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: learningpath_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_list_organization_users`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: organization_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: organization_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_mark_ilt_attendance`: 40 / 100
  - Major: Arguments without a description: program_id, session_id, meeting_id, user_id, attendance.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: program_id, session_id, meeting_id, user_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_create_usergroup`: 44 / 100
  - Major: Arguments without a description: name.
- `axislms_list_certifications`: 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.
- `axislms_list_ilt_programs`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `axislms_list_learningpaths`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `axislms_count_users`: 46 / 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.
- `axislms_get_course`: 47 / 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: course_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_get_user`: 47 / 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: user_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_ilt_report`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: program_id, session_id, method_earned, min_meetings_attended, max_meetings_attended.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: program_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_learningpath_report`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: learningpath_id, status, type.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: learningpath_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_list_organizations`: 47 / 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.
- `axislms_course_report`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: course_id, status, min_progress, max_progress, min_score, max_score.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: course_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_enroll_user_in_course`: 48 / 100
  - Minor: Arguments without a description: course_id, user_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: course_id, user_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_list_courses`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `axislms_user_report`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: kind.
  - Minor: Says nothing about what it returns.
- `axislms_certification_report`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: program_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: program_id. Name the tool or the place that returns it, or models look it up first.
- `axislms_create_user`: 54 / 100
  - Major: Arguments without a description: username, first_name, last_name, email, middle_init, company, address, city, state, zip, phone, role, custom1, custom2, custom3, custom4, custom5, custom6, custom7, custom8, custom9, custom10, custom11, custom12, custom13, custom14, custom15.
- `axislms_list_users`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `axislms_search_users`: 54 / 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.

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