| generate_lesson_planA | Generate a structured lesson plan with objectives, activities, and assessment. Args:
subject: Subject area (e.g. "Mathematics", "Science", "English")
topic: Specific topic (e.g. "Quadratic Equations", "Photosynthesis")
age_group: Student age range (e.g. "11-13", "14-16", "16-18")
duration_minutes: Lesson duration in minutes
learning_objectives: Custom objectives (auto-generated if omitted)
differentiation: Include differentiation strategies
Behavior:
This tool generates structured output without modifying external systems.
Output is deterministic for identical inputs. No side effects.
Free tier: 10/day rate limit. Pro tier: unlimited.
No authentication required for basic usage.
When to use:
Use this tool when you need structured analysis or classification
of inputs against established frameworks or standards.
When NOT to use:
Not suitable for real-time production decision-making without
human review of results.
|
| create_quizA | Create a quiz with various question types aligned to Bloom's taxonomy. Args:
topic: Quiz topic
num_questions: Number of questions (max 30)
difficulty: Difficulty level: easy, medium, hard, mixed
question_types: Types to include: multiple_choice, true_false, short_answer, fill_blank, matching
age_group: Target age group
include_answers: Include answer key
Behavior:
This tool generates structured output without modifying external systems.
Output is deterministic for identical inputs. No side effects.
Free tier: 10/day rate limit. Pro tier: unlimited.
No authentication required for basic usage.
When to use:
Use this tool when you need structured analysis or classification
of inputs against established frameworks or standards.
When NOT to use:
Not suitable for real-time production decision-making without
human review of results.
Behavioral Transparency:
- Side Effects: This tool is read-only and produces no side effects. It does not modify
any external state, databases, or files. All output is computed in-memory and returned
directly to the caller.
- Authentication: No authentication required for basic usage. Pro/Enterprise tiers
require a valid MEOK API key passed via the MEOK_API_KEY environment variable.
- Rate Limits: Free tier: 10 calls/day. Pro tier: unlimited. Rate limit headers are
included in responses (X-RateLimit-Remaining, X-RateLimit-Reset).
- Error Handling: Returns structured error objects with 'error' key on failure.
Never raises unhandled exceptions. Invalid inputs return descriptive validation errors.
- Idempotency: Fully idempotent — calling with the same inputs always produces the
same output. Safe to retry on timeout or transient failure.
- Data Privacy: No input data is stored, logged, or transmitted to external services.
All processing happens locally within the MCP server process.
|
| analyze_student_progressA | Analyze student performance trends and generate progress report. Args:
student_name: Student's name
assessments: List of dicts with keys: subject, score (0-100), date, assessment_name (optional)
target_grade: Target grade percentage
Behavior:
This tool generates structured output without modifying external systems.
Output is deterministic for identical inputs. No side effects.
Free tier: 10/day rate limit. Pro tier: unlimited.
No authentication required for basic usage.
When to use:
Use this tool when you need structured analysis or classification
of inputs against established frameworks or standards.
When NOT to use:
Not suitable for real-time production decision-making without
human review of results.
Behavioral Transparency:
- Side Effects: This tool is read-only and produces no side effects. It does not modify
any external state, databases, or files. All output is computed in-memory and returned
directly to the caller.
- Authentication: No authentication required for basic usage. Pro/Enterprise tiers
require a valid MEOK API key passed via the MEOK_API_KEY environment variable.
- Rate Limits: Free tier: 10 calls/day. Pro tier: unlimited. Rate limit headers are
included in responses (X-RateLimit-Remaining, X-RateLimit-Reset).
- Error Handling: Returns structured error objects with 'error' key on failure.
Never raises unhandled exceptions. Invalid inputs return descriptive validation errors.
- Idempotency: Fully idempotent — calling with the same inputs always produces the
same output. Safe to retry on timeout or transient failure.
- Data Privacy: No input data is stored, logged, or transmitted to external services.
All processing happens locally within the MCP server process.
|
| recommend_learning_pathA | Recommend a personalized learning path based on student profile. Args:
subject: Subject area
current_level: Current proficiency: beginner, intermediate, advanced
learning_style: Learning style: visual, auditory, kinesthetic, reading_writing
goals: Specific learning goals
available_hours_per_week: Hours available for study per week
Behavior:
This tool is read-only and stateless — it produces analysis output
without modifying any external systems, databases, or files.
Safe to call repeatedly with identical inputs (idempotent).
Free tier: 10/day rate limit. Pro tier: unlimited.
No authentication required for basic usage.
When to use:
Use this tool when you need structured analysis or classification
of inputs against established frameworks or standards.
When NOT to use:
Not suitable for real-time production decision-making without
human review of results.
Behavioral Transparency:
- Side Effects: This tool is read-only and produces no side effects. It does not modify
any external state, databases, or files. All output is computed in-memory and returned
directly to the caller.
- Authentication: No authentication required for basic usage. Pro/Enterprise tiers
require a valid MEOK API key passed via the MEOK_API_KEY environment variable.
- Rate Limits: Free tier: 10 calls/day. Pro tier: unlimited. Rate limit headers are
included in responses (X-RateLimit-Remaining, X-RateLimit-Reset).
- Error Handling: Returns structured error objects with 'error' key on failure.
Never raises unhandled exceptions. Invalid inputs return descriptive validation errors.
- Idempotency: Fully idempotent — calling with the same inputs always produces the
same output. Safe to retry on timeout or transient failure.
- Data Privacy: No input data is stored, logged, or transmitted to external services.
All processing happens locally within the MCP server process.
|
| generate_rubricA | Generate an assessment rubric with detailed criteria and descriptors. Args:
assignment_title: Title of the assignment
criteria: Custom assessment criteria (auto-generated if omitted)
levels: Number of performance levels (3-5)
max_score: Maximum total score
assignment_type: Type: essay, presentation, project, lab_report, portfolio
Behavior:
This tool generates structured output without modifying external systems.
Output is deterministic for identical inputs. No side effects.
Free tier: 10/day rate limit. Pro tier: unlimited.
No authentication required for basic usage.
When to use:
Use this tool when you need structured analysis or classification
of inputs against established frameworks or standards.
When NOT to use:
Not suitable for real-time production decision-making without
human review of results.
Behavioral Transparency:
- Side Effects: This tool is read-only and produces no side effects. It does not modify
any external state, databases, or files. All output is computed in-memory and returned
directly to the caller.
- Authentication: No authentication required for basic usage. Pro/Enterprise tiers
require a valid MEOK API key passed via the MEOK_API_KEY environment variable.
- Rate Limits: Free tier: 10 calls/day. Pro tier: unlimited. Rate limit headers are
included in responses (X-RateLimit-Remaining, X-RateLimit-Reset).
- Error Handling: Returns structured error objects with 'error' key on failure.
Never raises unhandled exceptions. Invalid inputs return descriptive validation errors.
- Idempotency: Fully idempotent — calling with the same inputs always produces the
same output. Safe to retry on timeout or transient failure.
- Data Privacy: No input data is stored, logged, or transmitted to external services.
All processing happens locally within the MCP server process.
|
