ContextAtlas
2025An MCP server that gives AI coding agents a real understanding of your codebase. Analyzes the AST, file graph, and relationships.
TypeScriptMCPAIAST
Overview
ContextAtlas is an MCP (Model Context Protocol) server designed to resolve context loss and session degradation in AI coding agents during long development workflows.
The Challenge / Problem
LLMs lose project memory over long conversations when relying solely on chat history or simple RAG. This leads to hallucinations, broken API contracts, and forgotten decisions.
The Solution
Developed a three-graph architecture (code AST, agent reasoning decisions, and code mutations) that exposes the real semantic structure of the project to AI assistants via standard MCP tools.
Project Highlights
- AST graph and dependency analysis for TypeScript projects
- Persistence of agent reasoning history across conversation turns
- Direct integration via npx for MCP clients like Cursor, Claude Desktop, and Windsurf