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Provides a live codebase architecture model for analysis and dependency tracing.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "NEAT MCP Server" yet — see the docs or source repo.
Using the live architecture model of the current codebase, analyze the likely root cause of recent failures in the order creation API. List the related services, key dependency paths, and the most suspicious module.
A root cause analysis summary with related components, dependency relationships, and prioritized investigation suggestions.
I plan to modify the user authorization module. Based on the codebase architecture model, assess the blast radius and identify all services and features that depend on it directly or indirectly.
A list of impacted modules, dependency layers, and notes on potential risk areas.
Starting from the payment service, traverse the dependency and call path to the notification service. Explain which modules are crossed along the way and highlight key coupling points.
A clear dependency traversal result showing path nodes, relationship directions, and key coupling details.
Navigate codebases with architecture-aware symbol lookup and layered structural analysis.
Analyze codebases with semantic search, dependency insights, and natural language Q&A.
Give AI coding agents structured access to project architecture and decisions.
Index codebases into Neo4j for analysis, dependency mapping, and impact assessment.
Give AI coding agents filesystem, Git, database, and compute tools via MCP.
Extract architecture, dependencies, and API knowledge from any codebase quickly.