cline/cline
Cline is an autonomous AI coding assistant integrated into IDEs that uses the Model Context Protocol to safely create and edit files, execute terminal commands, and interact with web applications with user approval at every step.
Awesome MCP › IDE Extensions & Code Assistants
bgauryy/octocode-mcp
Octocode MCP is a smart assistant designed to enhance AI agents' capabilities by providing high-quality code context through the Model Context Protocol (MCP). It bridges the gap between AI assistants and real-world code by enabling secure, real-time access to public and private code repositories, allowing AI to reason from actual implementations. This results in improved code handling, documentation, and solutions for complex software ecosystems. The project offers core features such as context generation from any codebase, semantic code discovery, learning from top public repositories, and navigating complex multi-repository environments. It supports ecosystem-aware solutions across different technology stacks and organizations, enriching documentation and examples directly from production code. Octocode MCP is ideal for tasks like code creation, complex bug fixing, architectural insights, documentation enhancement, learning, and navigating large codebases. It integrates easily with AI assistants through MCP configuration, supporting GitHub authentication via CLI or personal access tokens. The project includes various research tools for code discovery, repository exploration, file content access, and pull request analysis, with default tools enabled for immediate use. Advanced configuration options allow selective tool usage and enable enterprise features such as content sanitization, smart token management, access control based on GitHub permissions, and rate limit handling. Octocode MCP is demonstrated through real-world examples and video tutorials, showcasing its ability to transform AI assistants from generic code suggestion providers to expert-level code research tools. It is officially recognized within the MCP community and supported by extensive documentation and resources, making it a comprehensive solution for enhancing AI-driven code research and context generation.
https://github.com/bgauryy/octocode-mcp
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