Eltortilla1/synapse-code-mcp

What it does

Synapse Code MCP is a specialized Model Context Protocol server designed to help AI agents understand and analyze code structure effectively. It provides compressed symbol indexes, generates dependency graphs, and computes git diffs by leveraging TypeScript Abstract Syntax Tree (AST) analysis. This tool enables AI agents to gain deep contextual understanding of codebases without requiring vector databases, embedding APIs, or external dependencies.

How to set up

Installation is straightforward: clone the repository from GitHub, install dependencies using npm or yarn, and configure it as an MCP server in your AI tool's configuration file. The tool is designed to work directly with local repositories and requires only Node.js with TypeScript support. Detailed setup instructions are available in the GitHub repository's README.

Key features

• Compressed symbol indexes for efficient code representation
• Automatic dependency graph generation and analysis
• Git diff integration for tracking code changes
• TypeScript AST parsing for accurate code structure analysis
• Zero external dependencies—runs entirely locally
• No vector database or embedding API required
• Cross-platform support (macOS, Windows, Linux)