← Back to Check

moltline-educator

https://mcp.moltlinestudio.com/educator

Scanned Sep 5, 2026

A94/100
Clarity
100
Protocol
95
Auth
0
Reliability
100
Trust
100
Safety
87
Market
65

Upgrade available

Your server uses protocol 2025-06-18. The latest version is 2025-11-25 with session management, origin validation, and notification support.

Strengths & Weaknesses

Clarity (100)Protocol (95)Auth (0)Reliability (100)Trust (100)Safety (87)Market (65)

Top Issues

2 found
MEDIUM

No authentication required — server is open to anonymous access, which may be intentional for public tools

MEDIUM

Multiple similar MCP servers exist. Consider differentiating with unique features.

Protocol & Capabilities

Transport:Streamable HTTP
Protocol:2025-06-18
SSE Support:Yes
Session ID:Yes
Protocol Checks
Ping

Server responded to ping

Session ID

Valid Mcp-Session-Id assigned (32 chars)

Version Header Validation

Server correctly rejects invalid MCP-Protocol-Version with 400

JSON-RPC Validation

Server correctly rejects malformed JSON-RPC with 400

Origin Header

Server correctly rejects invalid Origin with 403

Session Termination (DELETE)

Server returns 405 for DELETE (acceptable — session termination not supported)

Notification Handling (202)

Server returns 202 Accepted for JSON-RPC notifications

!
Server Info

Server info: name, version

Server Capabilities
Tools
Resources
Prompts
Completions
Tasks
Logging

Auth

No OAuth? That's OK

OAuth is optional, but consider it for production deployments to protect your server from unauthorized access.

Trust

Latency: 147ms
HTTPS
Custom domain detected
Name: moltline-educator, Version: 1.1.0
Structured errors

Market

UniquenessCan it be done with an LLM alone?
7/10

external: build, ci; LLM-native: summarize

OriginalityHow many similar servers exist?
1/10

5+ similar servers — crowded space

DemandHow broad is the audience?
7/10

Domain "ci" has broad developer audience

Competitors found

Moltline Educator Toolkit - MCP Connector

Server Details. 8 teaching persona and skill products plus computed classroom tools over MCP: readability_report runs a real Flesch-Kincaid ...

Top 12 MCP Servers: A Complete Guide for 2026

Discover the best MCP servers for marketing, dev & data. Our 2026 guide ranks top tools like Skyvia, Ahrefs & more for AI data integration.

MCP, Skills, and Agents

The misinformation is bothering me, so here's my attempt to do something useful. Let's break down MCP, Skills, Commands, and (Sub)Agents.

All you need is a MCP gateway — part 1 | by Fabio Matricardi

The MCP Client ➡️ This is the connector inside the host that maintains the actual connection to your servers. It translates what your AI wants ...

Best MCP Servers 2026: 15 Ranked + Setup Guides

The best MCP servers of 2026, ranked from daily use — Filesystem, GitHub, Playwright, Notion, Supabase and more, with exact install commands ...

Tools (7 tools)

list_productsRead90

list_products: 90 pts | Risk: read | Naming: 15/15, Desc: 20/20, Input: 15/20, Annot: 15/15

Naming:15/15
Description:20/20
!Input Schema:15/20
Output Schema:10/10
Annotations:15/15
!Error Hints:10/15
get_free_skillRead95

get_free_skill: 95 pts | Risk: read | Naming: 15/15, Desc: 20/20, Input: 20/20, Annot: 15/15

Naming:15/15
Description:20/20
Input Schema:20/20
Output Schema:10/10
Annotations:15/15
!Error Hints:10/15
readability_reportRead85

readability_report: 85 pts | Risk: read | Naming: 10/15, Desc: 15/20, Input: 20/20, Annot: 15/15

!Naming:10/15
!Description:15/20
Input Schema:20/20
Output Schema:10/10
Annotations:15/15
!Error Hints:10/15
get_full_productRead95

get_full_product: 95 pts | Risk: read | Naming: 15/15, Desc: 20/20, Input: 20/20, Annot: 15/15

Naming:15/15
Description:20/20
Input Schema:20/20
Output Schema:10/10
Annotations:15/15
!Error Hints:10/15
get_full_skillRead95

get_full_skill: 95 pts | Risk: read | Naming: 15/15, Desc: 20/20, Input: 20/20, Annot: 15/15

Naming:15/15
Description:20/20
Input Schema:20/20
Output Schema:10/10
Annotations:15/15
!Error Hints:10/15
grade_curveRead80

grade_curve: 80 pts | Risk: read | Naming: 10/15, Desc: 15/20, Input: 15/20, Annot: 15/15

!Naming:10/15
!Description:15/20
!Input Schema:15/20
Output Schema:10/10
Annotations:15/15
!Error Hints:10/15
lesson_timerRead90

lesson_timer: 90 pts | Risk: read | Naming: 10/15, Desc: 20/20, Input: 20/20, Annot: 15/15

!Naming:10/15
Description:20/20
Input Schema:20/20
Output Schema:10/10
Annotations:15/15
!Error Hints:10/15

Publish on MCPize

Get OAuth, billing, and discovery for free. Your server scored A — developers are looking for this.

Get Started →