educator
Server Details
Hosted MCP server for educators: readability reports, grade curves, lesson timing, skill catalog.
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- GarphenGate/moltline-mcp
- GitHub Stars
- 0
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Enable or disable individual tools per connector, so you decide what your agents can and cannot do.
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Usage analytics
See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.
Tool Definition Quality
Score is being calculated. Check back soon.
Available Tools
7 toolsget_free_skillGet Free SkillRead-onlyIdempotentInspect
Load a product's free gateway skill with its complete instructions. FREE.
Typical input {"slug": "curriculum-architect-hs"} returns {"slug": ..., "skill": "", "instructions": ""}. Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": ""} (for example {"error": "unknown slug ''. Use list_products."}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.
| Name | Required | Description | Default |
|---|---|---|---|
| slug | Yes | Product slug exactly as returned by list_products, e.g. "curriculum-architect-hs"; must be non-empty. |
Output Schema
| Name | Required | Description |
|---|---|---|
No output parameters | ||
get_full_productGet Full ProductRead-onlyIdempotentInspect
Load one product in full: its persona plus every paid skill. PREMIUM (license).
Typical input {"slug": "curriculum-architect-hs"} returns {"slug": ..., "name": ..., "persona": "", "skills": [{"name": ..., "instructions": ...}, ...], "free_skill": {...}}. Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": ""} (for example {"error": "unknown slug ''"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.
| Name | Required | Description | Default |
|---|---|---|---|
| slug | Yes | Product slug exactly as returned by list_products, e.g. "curriculum-architect-hs"; must be non-empty. |
Output Schema
| Name | Required | Description |
|---|---|---|
No output parameters | ||
get_full_skillGet Full SkillRead-onlyIdempotentInspect
Load one paid skill's complete instructions from a product. PREMIUM (license).
Typical input {"slug": "curriculum-architect-hs", "skill_name": "unit-planner"} returns {"slug": ..., "skill": ..., "instructions": ""}. Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": ""} (for example {"error": "unknown slug ''"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.
| Name | Required | Description | Default |
|---|---|---|---|
| slug | Yes | Product slug exactly as returned by list_products, e.g. "curriculum-architect-hs"; must be non-empty. | |
| skill_name | Yes | Exact skill name as listed in that product's "skills" array from list_products, e.g. "unit-planner"; must be non-empty. |
Output Schema
| Name | Required | Description |
|---|---|---|
No output parameters | ||
grade_curveGrade CurveRead-onlyIdempotentInspect
Summarize how an assessment landed: stats, bands, and outliers. FREE.
Reports mean, median, std dev, quartiles, distribution by percentage band, and flagged low outliers. Typical input {"scores": [88, 92, 75, 61, 84], "max_score": 100} returns {"n": 5, "mean": 80.0, "median": 84.0, "std_dev": ..., "q1": ..., "q3": ..., "distribution": {"90-100%": 1, ...}, "outliers_low": [...], "reading": "..."}. Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": ""} (for example {"error": "no scores"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.
| Name | Required | Description | Default |
|---|---|---|---|
| scores | Yes | Raw scores, one per student; at least 1 value, e.g. [88, 92, 75]. | |
| max_score | No | Maximum possible score; must be greater than 0. Default 100. |
Output Schema
| Name | Required | Description |
|---|---|---|
No output parameters | ||
lesson_timerLesson TimerRead-onlyIdempotentInspect
Split a class period into timed segments with sensible weighting. FREE.
The opener and closer get less time; core activities get more. Typical input {"minutes": 50, "segments": ["Warm-up", "Direct instruction", "Practice", "Exit ticket"]} returns {"period_minutes": 50, "plan": [{"segment": "Warm-up", "start_min": 0, "duration_min": 8}, ...], "note": "..."}. Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": ""} (for example {"error": "need segments and at least 5 minutes"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.
| Name | Required | Description | Default |
|---|---|---|---|
| minutes | Yes | Length of the class period in minutes; at least 5, e.g. 50. | |
| segments | Yes | Ordered segment names, e.g. ["Warm-up", "Practice", "Exit ticket"]; at least 1 entry. |
Output Schema
| Name | Required | Description |
|---|---|---|
No output parameters | ||
list_productsList ProductsRead-onlyIdempotentInspect
List the 8 educator products with their included skills. FREE.
Takes no arguments. Typical input {} returns a list of 8 product objects, each {"slug": "curriculum-architect-hs", "name": ..., "tagline": ..., "skills": ["Skill A", ...], "free_skill": "Gateway Skill Name"}. Use the returned slug values with get_free_skill, get_full_product, or get_full_skill. Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": ""}. Every call is read-only and idempotent, so after correcting the input it is always safe to retry.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
readability_reportReadability ReportRead-onlyIdempotentInspect
Analyze teaching text with Flesch-Kincaid readability and leveling advice. FREE.
Typical input {"text": "", "target_grade": 6} returns {"flesch_kincaid_grade": 8.2, "reading_ease": 62.1, "sentences": N, "words": N, "avg_words_per_sentence": N, "long_sentences_over_25w": N, "polysyllabic_words_sample": [...], "target_grade": 6, "gap": 2.2, "suggestions": ["..."]}. Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": ""} (for example {"error": "empty text"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | The passage to analyze — at least one full sentence of plain text; must be non-empty. | |
| target_grade | No | Target grade level 1-12; when set, the report adds a gap assessment against it. 0 (default) skips it. |
Output Schema
| Name | Required | Description |
|---|---|---|
No output parameters | ||
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{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
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