LynkMesh builds a semantic knowledge graph of your entire codebase.
So developers and AI can understand architecture, dependencies, and impact of changes instantly.
Multi-language · 100% offline · Graph-based reasoning · AI-ready
See how LynkMesh transforms code into actionable graphs.
LynkMesh maps your architecture layer by layer.
Understand how components interconnect.
See what breaks before you change it.
Visualize your entire system in one glance.
LynkMesh builds a rich knowledge graph that feeds AI tools with full architectural context.
Thousands of files, hundreds of services. LynkMesh maps it all automatically.
AI coding assistants often fail because they don't know dependencies and flows.
Small changes can have big effects. Impact analysis calculates risk before refactoring.
Diagrams never update. LynkMesh analyzes source code directly, always accurate.
LynkMesh is an architecture intelligence engine that performs static analysis on codebases to build call graphs, dependency graphs, architecture layers, service boundaries, business flows, risk analysis, and AI context models. All built automatically from source code.
Parses source code to AST (nikic/php-parser for PHP, built-in AST for Python).
Universal format storing classes, methods, calls, dependencies, namespaces.
Resolves method calls even through inheritance, interfaces, traits, DI.
Large graph depicting whole system relationships.
Extracts execution flows from entry points.
Discovers business logic flows (Order Created → Payment → Inventory → Notification).
Identifies modules/domains like Auth Service, Payment Service.
Detects layers (Controller, Service, Domain, Infrastructure) and violations.
Dead code, dependency cycles, god class, shotgun surgery.
Excess complexity, unhealthy dependencies, poor modular structure.
Meaning-based code search (authentication logic, payment processing).
Interactive query: SHOW CALL CHAIN FROM LoginController.
Generates architecture model for AI coding assistants.
Export to Graphviz, D3.js, JSON for visualization.
Nodes: class, function, method, file, module. Edges: call, dependency, inheritance, data flow. Complete structural representation.
Complex resolution: chained calls, framework calls, dependency injection, builder patterns.
Detects service boundaries, layer violations, dependency cycles, tight coupling.
Explains structure, detects anti-patterns, identifies design risks.
Extracts flows like Login Flow: Controller → AuthService → UserRepository → Database.
Calculates direct/indirect dependents, dependency depth, change risk score.
Meaning-based index for semantic search and AI context.
Export dependency graph, service map, layers to Graphviz/D3/JSON.
Process only changed files.
Infer types even when not explicit.
Understands DI, container, builder, repository patterns.
Complex queries against code graph.
Context file for AI coding tools.
From source code to complete architecture model.
New developers understand large systems in minutes.
Automatically evaluate architecture quality.
Know change impact before starting.
Understand old systems without docs.
Provide architecture context to AI coding tools.
| Tool | Understands architecture? | Graph reasoning? | Impact analysis? |
|---|---|---|---|
| Linter | |||
| Static Analyzer | ⚠ Partial | ||
| LynkMesh |
Without LynkMesh, AI only sees code snippets, lacking system understanding.
LynkMesh provides a system intelligence layer that enables AI to understand architecture, dependencies, and business flows holistically. Result: AI acts like an architect, not just a script runner.
Example: 1,200 nodes, 4,400 edges analyzed in under 4 seconds. Incremental parsing and optimized graph algorithms.
Not just a static analyzer. It's a code intelligence platform combining:
“Become the standard platform for understanding large codebases.”
LynkMesh will evolve into an AI-native code intelligence platform, automated architecture analyzer, and backend engine for AI copilots.
From free for individual developers to enterprise with full support.
For exploration and small projects.
For small teams and power users.
Unlimited collaboration.
For large-scale needs.
Download LynkMesh now and turn your code into a living knowledge graph.
For Linux, macOS, and WSL. No credit card required.