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moltline-educator

https://mcp.moltlinestudio.com/educator

Scanned Aug 16, 2026

B+88/100
Clarity
100
Protocol
95
Auth
0
Reliability
100
Trust
100
Safety
87
Market
15

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 (15)

Top Issues

3 found
MEDIUM

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

MEDIUM

Server capabilities overlap significantly with native LLM abilities. Consider adding real API calls or external integrations.

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: 118ms
HTTPS
Custom domain detected
Name: moltline-educator, Version: 3.4.7
Structured errors

Market

UniquenessCan it be done with an LLM alone?
0/10

LLM-native: summarize

OriginalityHow many similar servers exist?
1/10

5+ similar servers — crowded space

DemandHow broad is the audience?
5/10

Moderate audience size estimated

Competitors found

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Tools (7 tools)

list_productsRead85

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

Naming:15/15
!Description:15/20
!Input Schema:15/20
Output Schema:10/10
Annotations:15/15
!Error Hints:10/15
get_free_skillRead90

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

Naming:15/15
!Description:15/20
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_productRead90

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

Naming:15/15
!Description:15/20
Input Schema:20/20
Output Schema:10/10
Annotations:15/15
!Error Hints:10/15
get_full_skillRead90

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

Naming:15/15
!Description:15/20
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_timerRead85

lesson_timer: 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

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