The Excellence
Directory Platform Template

A tool that extracts essential code structure from large codebases into an AI-digestible format; commonly used as an MCP-accessible utility to help AI agents understand and work with complex repositories.

MCP Server for Assembla’s secure Git and source code management platform, enabling repository and development workflow automation via MCP.

code-to-tree is a single-binary Model Context Protocol (MCP) server that converts source code into an abstract syntax tree (AST) representation, regardless of the programming language. It enables MCP-compatible clients to analyze and navigate code structure programmatically via a unified server interface.

CodeGraphContext is an MCP server that indexes local code into a graph database, exposing structured code context to AI assistants. It enables graph-based code exploration and reasoning for coding agents via the MCP protocol.

An MCP Server that connects to Bitbucket Data Center, enabling MCP-compatible agents to interact with self-managed Bitbucket repositories for source code collaboration and automation.

An MCP Server integration for CodeScene, allowing MCP tools to analyze codebases with CodeScene’s behavioral code analysis and insights that connect code, teams, and business priorities.

An MCP server that integrates with RepoMix to enable codebase retrieval and analysis, supporting tasks such as code review and documentation generation.

A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup. Demonstrates MCP server use for codebase analysis.

A server wrapping the code2flow tool as an MCP service, enabling AI applications to generate and access code call graphs using a standardized protocol. Directly demonstrates MCP server integration.

Transforms complex codebases into structured summaries optimized for language models through an MCP server, facilitating better code understanding and analysis workflows. Directly relevant as an MCP server.

A code review tool for Cursor IDE that uses OpenAI's GPT models to provide intelligent code analysis and suggestions via an MCP server interface. An MCP server example for code analysis.

Bridges to the CodeQL static analysis engine through an MCP server, allowing for identification of security vulnerabilities and quality issues via structured queries. A prominent MCP server for code analysis.