Skip to main content
Glama

Moltline Educator Toolkit

Server Details

8 teaching persona and skill products plus computed classroom tools over MCP: readability_report runs a real Flesch-Kincaid analysis with leveling suggestions, grade_curve turns score lists into full distribution statistics, lesson_timer splits class periods, and get_free_skill loads any product's complete free gateway skill.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

Glama MCP Gateway

Connect through Glama MCP Gateway for full control over tool access and complete visibility into every call.

MCP client
Glama
MCP server

Full call logging

Every tool call is logged with complete inputs and outputs, so you can debug issues and audit what your agents are doing.

Tool access control

Enable or disable individual tools per connector, so you decide what your agents can and cannot do.

Managed credentials

Glama handles OAuth flows, token storage, and automatic rotation, so credentials never expire on your clients.

Usage analytics

See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.

100% free. Your data is private.

Tool Definition Quality

Score is being calculated. Check back soon.

Available Tools

7 tools
get_free_skillGet Free Skill
Read-onlyIdempotent
Inspect

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.

ParametersJSON Schema
NameRequiredDescriptionDefault
slugYesProduct slug exactly as returned by list_products, e.g. "curriculum-architect-hs"; must be non-empty.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_full_productGet Full Product
Read-onlyIdempotent
Inspect

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.

ParametersJSON Schema
NameRequiredDescriptionDefault
slugYesProduct slug exactly as returned by list_products, e.g. "curriculum-architect-hs"; must be non-empty.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

get_full_skillGet Full Skill
Read-onlyIdempotent
Inspect

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.

ParametersJSON Schema
NameRequiredDescriptionDefault
slugYesProduct slug exactly as returned by list_products, e.g. "curriculum-architect-hs"; must be non-empty.
skill_nameYesExact skill name as listed in that product's "skills" array from list_products, e.g. "unit-planner"; must be non-empty.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

grade_curveGrade Curve
Read-onlyIdempotent
Inspect

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.

ParametersJSON Schema
NameRequiredDescriptionDefault
scoresYesRaw scores, one per student; at least 1 value, e.g. [88, 92, 75].
max_scoreNoMaximum possible score; must be greater than 0. Default 100.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

lesson_timerLesson Timer
Read-onlyIdempotent
Inspect

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.

ParametersJSON Schema
NameRequiredDescriptionDefault
minutesYesLength of the class period in minutes; at least 5, e.g. 50.
segmentsYesOrdered segment names, e.g. ["Warm-up", "Practice", "Exit ticket"]; at least 1 entry.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

list_productsList Products
Read-onlyIdempotent
Inspect

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.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultYes
readability_reportReadability Report
Read-onlyIdempotent
Inspect

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.

ParametersJSON Schema
NameRequiredDescriptionDefault
textYesThe passage to analyze — at least one full sentence of plain text; must be non-empty.
target_gradeNoTarget grade level 1-12; when set, the report adds a gap assessment against it. 0 (default) skips it.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

Discussions

No comments yet. Be the first to start the discussion!

Related MCP Servers

  • A
    license
    A
    quality
    A
    maintenance
    GTM signal intelligence suite for AI agents. Six tools: hiring signals, tech stack detection, company-to-LinkedIn resolution, ICP scoring, job board scanning, and a combined signals aggregator. Built for outbound sales workflows.
    11
    737
    1
    MIT
  • F
    license
    -
    quality
    C
    maintenance
    Browse IndustryLens's published competitive-intelligence reports and head-to-head competitor comparisons from any AI agent — real, source-backed data.

View all MCP Servers

Try in Browser

Your Connectors

Sign in to create a connector for this server.

Resources