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MCP Creator Growth
MCPOfficialOpen SourceMIT37.6
by SunflowersLwtech • Uncategorized
A context-aware MCP server that helps developers learn from AI-generated code changes and provides persistent project-specific debugging memory.
Example Use Cases
- 1
Avoid solving the same bug twice by searching past debugging solutions automatically.
- 2
Record debugging experiences silently after fixes to build a project-specific knowledge base.
- 3
Provide interactive quizzes to developers to help them learn from AI-generated code changes.
Description
MCP Creator Growth is a Model Context Protocol server designed as a learning sidecar for AI coding assistants. It enables developers to understand AI-generated code changes through interactive quizzes and supports AI agents by recording and retrieving debugging experiences to avoid repeated bug fixes. The server offers tools for interactive learning sessions, silent debug history search, debug experience recording, and programming term references, enhancing both developer learning and agent efficiency.
Capabilities(6 total)
Tools (4)
learning_session
Interactive quiz card. Call ONLY when user says 'quiz me' or 'test me'. Blocks until done.
project_directory:stringsummary:stringreasoning:anyquizzes:anyfocus_areas:anytimeout:integer
debug_search
Search debug history for past solutions. AUTO-call silently on errors.
query:string*project_directory:stringerror_type:anytags:anylimit:integer
debug_record
Record debug solution. AUTO-call silently after fixing errors.
context:object*cause:string*solution:string*project_directory:stringtags:any
term_get
Get unshown programming terms. Domains: programming_basics, algorithms, web_development, etc.
project_directory:stringcount:integerdomain:any
Prompts (2)
agent_guidelines
Get detailed agent behavior guidelines for using this MCP server. Use this prompt when you need comprehensive guidance on: - When to trigger learning_session - How to handle tool responses - Best practices for debug tools
quiz_template
Get a template for generating quiz questions about a topic. Args: topic: The topic to generate quiz questions about
topic
Quick Actions
Security
Scanned 2 month(s) agoRisk Level
MINIMAL
Read-only data retrieval, no side effects
Trust Score
B65/100
11/17 checks passed
Scores are informational only and provided “as is” without warranty. AgentHotspot assumes no liability for actions taken based on these ratings.
Quick Stats
Service TypeMCP
Pricing ModelFree
Capabilities4 Tools / 2 Prompts / 0 Resources
OwnerSunflowersLwtech
CategoryUncategorized
DependenciesStandalone
TagsNo tags