Goatlas

GoAtlas

[](https://go.dev/) [](https://hub.docker.com/) [](https://neo4j.com/) [](https://www.postgresql.org/) [](https://modelcontextprotocol.io/)

**GoAtlas** is an AI-powered code intelligence platform that helps LLMs and developers deeply understand large codebases — combining multi-language AST parsing, a Neo4j knowledge graph, pgvector semantic search, and a pluggable LLM backend, all exposed via the **Model Context Protocol (MCP)**.

What Makes It Different

• Multi-Language — Go, TypeScript/JSX, Python, and Java parsed via AST (tree-sitter); symbols, endpoints, imports extracted per language
• Zero-Config Auto-Discovery — Reads go.mod, package.json, requirements.txt, pom.xml to automatically activate connection detection patterns for gRPC, Kafka, HTTP clients, and more
• Cross-Service Connection Detection — Detects inter-service connections (gRPC, Kafka, HTTP) across Go, TS, Python, and Java with no config required
• Knowledge Graph — Neo4j graph of packages, files, functions, types with import/call/implementation edges
• Hybrid BM25 + Semantic Search — Reciprocal Rank Fusion merges keyword and vector results; semantic search via Gemini or Ollama embeddings
• Process & Community Detection — BFS from entry points traces execution flows; Louvain clustering groups code communities
• Pluggable LLM — Supports Gemini (gemini-2.0-flash), Ol