A
securityA
licenseA
qualityStructural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of
reading everything.
Last updated
13
2
MIT
Why this server?
Directly creates structural graph maps of codebases across 13 languages, enabling LLMs to navigate by structure rather than reading everything - perfect for understanding codebase architecture and relationships.
Why this server?
Local-first codebase intelligence tool with semantic search, multi-hop relationship discovery, and structural parsing across 30+ languages - ideal for extracting architectural patterns and institutional knowledge.
-securityAlicense-qualityA local-first codebase intelligence tool that enables AI assistants to research codebases using semantic search, multi-hop relationship discovery, and structural parsing. It allows users to extract architectural patterns and institutional knowledge across 30+ programming languages through an MCP-compatible interface.Last updated1,222MITWhy this server?
Provides comprehensive codebase analysis through integrated knowledge graphs, enabling understanding of project structure, patterns, dependencies, and context - excellent for holistic codebase comprehension.
AsecurityFlicenseBqualityProvides comprehensive codebase analysis and semantic understanding through integrated knowledge graphs, enabling AI assistants to understand project structure, patterns, dependencies, and context through multiple analysis tools and format generators.Last updated9Why this server?
Analyzes codebases to generate dependency graphs and architectural insights across multiple languages - specifically designed to help understand code structure and validate architectural rules.
AsecurityFlicenseAqualityAnalyzes codebases to generate dependency graphs and architectural insights across multiple programming languages, helping developers understand code structure and validate against architectural rules.Last updated6319Why this server?
Generates and queries graph representations of codebases to identify entities and relationships (function calls, inheritance) across Python, JavaScript, Rust - helps navigate complex code structures.
-securityAlicense-qualityGenerates and queries a graph representation of a codebase to identify entities and their relationships, such as function calls and inheritance. It supports multiple languages including Python, JavaScript, and Rust to help users navigate and understand complex code structures.Last updated1818MITWhy this server?
Live codebase intelligence with PageRank for file importance, git forensics for co-change coupling, convention detection, and blast radius analysis - provides dynamic understanding of codebase evolution.
-securityFlicense-qualityLive codebase intelligence for AI agents. Import graph PageRank for file importance, git forensics for co-change coupling and fragile code, convention detection across 16 domains, and blast radius analysis.Last updated1,6852Why this server?
Persistent codebase knowledge layer that pre-digests codebases into structured knowledge (symbols, dependency graphs, co-change patterns) across 28 languages - reduces token usage while maintaining understanding.
-securityAlicense-qualityPersistent codebase knowledge layer for AI agents. Pre-digests codebases into structured knowledge (symbols, dependency graphs, co-change patterns, architectural decisions) and serves via MCP. 28 languages, 14 tools, ~85% token reduction.Last updated585MITWhy this server?
Transforms code repositories into queryable Neo4j knowledge graphs for intelligent code analysis, dependency mapping, and impact assessment across 15+ languages - enables deep structural understanding.
-securityFlicense-qualityTransforms code repositories and development documentation into a queryable Neo4j knowledge graph, enabling AI assistants to perform intelligent code analysis, dependency mapping, impact assessment, and automated documentation generation across 15+ programming languages.Last updated6Why this server?
Indexes codebases into knowledge graphs with 14 MCP tools for dependency mapping, blast radius analysis, execution flow tracing, and semantic search across 13 languages - comprehensive understanding without reading every file.
-securityAlicense-qualityRecon indexes your codebase into a knowledge graph and exposes it via 14 MCP tools. AI agents get dependency mapping, blast radius analysis, safe multi-file rename, execution flow tracing, Cypher queries, semantic search, and PR review without reading every file. Supports 13 languages, live re-index in ~50ms, and zero config setup.Last updated1812MIT