Code-Graph-RAG - AI-Powered Codebase Analysis

Multi-Language Parsing

Tree-sitter based AST parsing across 12 languages with unified graph schema for functions, classes, modules, and dependencies.

Knowledge Graph

Build interconnected graphs of your codebase structure — functions, classes, imports, and call relationships stored in Memgraph.

Natural Language Queries

Ask questions about your codebase in plain English. AI translates your intent into precise Cypher graph queries.

AI Code Editing

Surgical code replacement with AST-based function targeting, visual diff previews, and exact code block modifications.

Code Optimization

AI-powered codebase optimization with language-specific best practices and interactive approval workflow.

MCP Integration

Works as an MCP server with Claude Code. 10 tools for querying, editing, searching, and optimizing directly from your IDE.

Custom Knowledge Graph Relationships

Define bespoke edge types and relationship semantics tailored to your organization — going far beyond standard code relationships. Model compliance mappings, data lineage, team ownership, cost attribution, and domain-specific connections that turn your code graph into a strategic asset no competitor can replicate.

• Compliance traceability — link code to regulatory requirements (SOX, HIPAA, PCI-DSS)
• Data lineage & flow tracking across services and databases
• Security classification — flag PII handlers & map blast radius
• Team ownership & cost attribution at the code level

Cloud-Hosted & On-Prem Deployment

Fully managed cloud-hosted solutions for both the graph database and AI agent connection — zero infrastructure overhead. On-premise and air-gapped deployments also available for regulated environments.

• Managed cloud graph DB & agent
• On-premise deployment
• Air-gapped environments

Custom Development

Tailored features, new language parser development, and workflow optimization built to your exact specifications.

• Custom language parsers
• Proprietary features
• Performance tuning

Technical Support Contracts

Custom SLAs, priority issue resolution, and dedicated assistance from the team that builds Code-Graph-RAG.

• Guaranteed response times
• Direct access to core devs
• Priority bug fixes

Integration Consulting

Expert guidance deploying Code-Graph-RAG in your infrastructure and integrating with your CI/CD, IDEs, and toolchain.

• CI/CD pipeline setup
• Custom toolchain integration
• Workflow optimization

Training & Onboarding

Hands-on workshops to get your team productive fast — on-site or remote, customized to your stack and use cases.

• On-site or remote
• Custom training materials
• Advanced usage patterns

.py

Type inference ·Decorators ·Nested functions

.ts, .tsx

Interfaces ·Type aliases ·Enums

.js, .jsx

ES6 modules ·CommonJS ·Prototype methods

.rs

Impl blocks ·Associated functions ·Package detection

.java

Generics ·Annotations ·Records

.c

Functions ·Structs ·Unions

.cpp, .h, .hpp, .cc, .cxx, .hxx, .hh, .ixx, .cppm, .ccm

Templates ·Lambdas ·C++20 modules

.lua

Local/global functions ·Metatables ·Closures

.cs

Classes ·Interfaces ·Generics (planned)

.go

Methods ·Type declarations

.php

Classes ·Functions ·Namespaces

.scala, .sc

Case classes ·Objects

# Add Code-Graph-RAG as an MCP server in Claude Code
claude mcp add code-graph-rag \
  -e MEMGRAPH_HOST=localhost \
  -e MEMGRAPH_PORT=7687 \
  -- uv run --directory /path/to/code-graph-rag mcp_server.py