Ordered by the GitHub stars of each entry’s own repository. The sort key is a public number, with nothing of ours mixed in.
Source: the star count shown publicly on each entry’s own GitHub repository page (the repository link is on every row, so you can check it yourself). Only counts confirmed to belong to the entry’s own repository are ranked; an entry whose repository could not be read stays out of this board.
Updated: daily, with the harvest — last run 2026-10-16, 5,258 repositories read
Showing the top 200 of 5153 repositories that carry a verifiable star count. The cut is for page length, not a shortage.
DeusData/codebase-memory-mcp awesomeDeusData/codebase-memory-mcp
for code search, lower token usage and visualization Search your code, follow call graphs, and explore software architecture in your browser.** codebase-memory-mcp is a local Model Context Protocol (MCP) server that gives Claude Code, Codex, and other coding agents a persistent code knowledge graph.
MCP servers
rocketride-org/rocketride-server awesomerocketride-org/rocketride-server
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.
MCP servers
Gentleman-Programming/gentle-shell githubGentleman-Programming/gentle-shell
Your coding agent for controlled development in the workspace you lead. A Pi-native shell with Organic Driven Development, focused subagents, risk-based native review, live changes and agent views, and permission modes that keep destructive guards.
Agent skills
