codeprism

Overview

CodePrism is a production-ready, high-performance code intelligence server that implements the Model Context Protocol. It provides AI assistants with structured understanding of codebases through graph-based analysis, enabling real-time, accurate code intelligence. The project includes 20 tools covering navigation, search, analysis, and workflow orchestration, with advanced Python analysis capabilities.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

• repository_stats

  Get comprehensive repository overview and statistics

  Try:Show me repository statisticsTry:What's the overall structure of this codebase?
• explain_symbol

  Detailed symbol analysis with context

  Try:Explain the UserManager classTry:Tell me about the authenticate function
• trace_path

  Find execution paths between code elements

  Try:Trace the path from login to dashboardTry:How does data flow from API to database?
• find_dependencies

  Analyze what a symbol or file depends on

  Try:What dependencies does the payment module have?Try:Show me all imports in auth.py
• search_symbols

  Advanced symbol search with regex and inheritance filtering

  Try:Find all classes with 'Agent' in the nameTry:Search for functions that handle user authentication
• search_content

  Full-text search across all repository content

  Try:Find all references to 'SQL injection'Try:Search for TODO comments in the codebase
• find_files

  File discovery with glob and regex pattern support

  Try:Find all test filesTry:Locate configuration files with .env pattern
• analyze_complexity

  Code complexity metrics and maintainability analysis

  Try:Analyze complexity of the payment processing moduleTry:Which functions are most complex in this file?
• trace_inheritance

  Python inheritance hierarchy with metaclass analysis

  Try:Trace inheritance chain for BaseAgent classTry:Show the hierarchy of all models
• detect_patterns

  Architectural and design pattern recognition

  Try:What design patterns are used in this codebase?Try:Detect Observer pattern implementations
• find_unused_code

  Detect unused functions, variables, and imports

  Try:Find unused functions and variablesTry:Identify dead code in the project
• analyze_security

  Security vulnerability detection with CVSS scoring

  Try:Check for security vulnerabilities in auth codeTry:Analyze the code for OWASP top 10 issues

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Installation

# Clone and build
git clone https://github.com/rustic-ai/codeprism
cd codeprism
cargo build --release

# Verify installation
./target/release/codeprism --help

// ~/.config/claude-desktop/claude_desktop_config.json
{
  "mcpServers": {
    "codeprism": {
      "command": "/path/to/codeprism/target/release/codeprism",
      "args": ["--mcp"],
      "env": {
        "CODEPRISM_PROFILE": "development",
        "RUST_LOG": "info"
      }
    }
  }
}

FAQ

Is this really 100% AI-generated?

Yes, according to the project description, every line of code, documentation, test, and configuration has been written by AI agents without human contribution.

What programming languages are supported?

CodePrism currently supports JavaScript/TypeScript and Python with advanced analysis capabilities for both.

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