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MCP Code Expert System

MCP Code Expert System

Public
tomsiwik/mcp-experts

Python-based MCP server offering AI-powered code reviews through expert personas following Martin Fowler's refactoring and Robert C. Martin's Clean Code principles, with knowledge graph storage and SSE support for seamless web integration.

python
0 tools
May 29, 2025
Updated Jun 4, 2025

Supercharge Your AI with MCP Code Expert System

MCP Server

Unlock the full potential of MCP Code Expert System through LangDB's AI Gateway. Get enterprise-grade security, analytics, and seamless integration with zero configuration.

Unified API Access
Complete Tracing
Instant Setup
Get Started Now

Free tier available • No credit card required

Instant Setup
99.9% Uptime
10,000+Monthly Requests
Configuration Requirements
none
Configure authentication and required variables to access this MCP server
Required Environment Variables
OLLAMA_MODEL
Optional
string

Ollama model to use for AI-powered code reviews

Default: llama3:8b
OLLAMA_HOST
Optional
string

URL of the Ollama server

Default: http://localhost:11434
KNOWLEDGE_GRAPH_PATH
Optional
string

Path to store the knowledge graph data

Default: data/knowledge_graph.json

Security Notice

Your environment variables and credentials are securely stored and encrypted. LangDB never shares these configuration values with third parties.

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