Can I integrate Code Expert System with my IDE?

Yes! Code Expert System offers integration with Cursor IDE. Server-Side Event (SSE) support allows for web integration. Standard and HTTP/SSE modes are available.

What is Code Expert System?

Code Expert System is a tool that uses AI and a knowledge graph to simulate code reviews from expert personas like Martin Fowler and Robert C. Martin (Uncle Bob), helping you improve code quality.

What credentials does it need?

It reads `KNOWLEDGE_GRAPH_PATH`, `OLLAMA_HOST` from the environment. Store these in your client's env block or a secrets manager — never commit them to a repository — and grant the narrowest scope that still covers your use case.

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Code Expert System MCP Server

Simulate code reviews from expert personas using AI and a knowledge graph.

Local serverstdioPython★ 3

What is the Code Expert System MCP Server?

Simulate code reviews from expert personas using AI and a knowledge graph.

What the server does

A Python-based code review system using the Model Context Protocol (MCP). It provides code review capabilities through simulated expert personas like Martin Fowler and Robert C. Martin (Uncle Bob).

Code review based on Martin Fowler's refactoring principles
Code review based on Robert C. Martin's Clean Code principles
Knowledge graph storage of code, reviews, and relationships
Integration with Ollama for AI-powered reviews
Server-side Event (SSE) support for web integration

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Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

Tool	What it does
ask_martin	Ask Martin Fowler to review code and suggest refactorings
ask_bob	Ask Robert C. Martin (Uncle Bob) to review code based on Clean Code principles
read_graph	Read the entire knowledge graph
search_nodes	Search for nodes in the knowledge graph
open_nodes	Open specific nodes by their names

Configuration

Variable	Description	Required
KNOWLEDGE_GRAPH_PATH	Filesystem location the server is allowed to use.	Optional
OLLAMA_HOST	Endpoint or connection string the server talks to.	Optional

Example prompts to try

“Use Code Expert System to ask martin.”
“Use Code Expert System to ask bob.”
“Use Code Expert System to read graph.”

Frequently asked questions

It leverages AI models through Ollama to analyze your code against expert principles (e.g., Fowler's refactoring, Uncle Bob's Clean Code). The results are stored in a knowledge graph for future reference and analysis.

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