32,564 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.
Building agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989
All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| provasign/prism provasign.dev Semantic change intelligence for coding agents — complete impact sets, edit-ready context, | 10 | Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode | 12 | 2,274 tok |
| Hochfrequenz/aibap.mcp MCP server for SAP ABAP development via ADT REST API | 10 | Claude Code | 1 | 7,518 tok |
| mgh3326/auto_trader LLM agent trades KR/US stocks & crypto behind a deterministic safety layer — approval gate | 10 | Claude Code, Codex, Gemini CLI, OpenCode | 6 | 8,606 tok |
| stone16/multica-agent-team Public reference operating model for reusable, evidence-driven AI agent teams on Multica. | 10 | Claude Code, Codex, OpenCode | 3 | 4,494 tok |
| Megaprompting/torque-loop A Claude Code plugin that turns ambiguous work into shipped, tested, serialized artifacts | 10 | Claude Code | 4 | 3,341 tok |
| DeHor-Labs/transcreve-ai Multimodal video dossiers for agents: transcripts, frames, OCR, evidence, and RAG-ready kn | 10 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 7 | 2,966 tok |
| brainbytes-dev/everything-claude-marketing The complete marketing intelligence system for Claude Code — 18 agents, 72 skills, 22 comm | 10 | Claude Code, Codex, OpenCode | 2 | 2,067 tok |
| mukul975/BHUSA-Anthropic-CyberSecurity-Skills | 10 | Claude Code | 1 | 220 tok |
| Tx1207/hello-scholar In Agent-related practice, I found that blindly piling on a large number of skills does no | 10 | Claude Code, Codex, OpenCode | 2 | 4,020 tok |
| konan-1947/claude_diff_view_vscode_extension marketplace.visualstudio.com claude_diff_view_vscode_extension | 10 | Claude Code, Codex, OpenCode | 2 | 7,137 tok |
| nbaertsch/Mythic-MCP | 10 | Claude Code | 4 | — |
| wasix-org/wasinix WASIX package collection based on Nix. | 10 | Claude Code, Codex, OpenCode | 2 | 1,990 tok |
| nightBaker/fleans Workflow engine based on Orleans | 10 | Claude Code | 1 | 2,184 tok |
| johanjanssens/frankenwails PHP as a native desktop app — FrankenPHP + Wails, no HTTP server | 10 | Claude Code | 1 | 755 tok |
| mtvrkan/senior-dev-kit senior.mtvrkan.com A Claude Code configuration kit that makes the assistant behave like a senior engineering | 10 | Claude Code | 2 | 1,578 tok |
| lexfrei/mcp-tg MCP server for Telegram Client API (MTProto) | 10 | Claude Code | 1 | 21,075 tok |
| Nokke32/pp-mcp A read-only MCP server that provides filtered account and portfolio data from one or more | 10 | Claude Code | 1 | 3,258 tok |
| onurcelep/labgrid-mcp MCP server exposing labgrid hardware-in-the-loop device operations to LLM agents — 47 tool | 10 | Claude Code, Codex, OpenCode | 3 | 574 tok |
| TomasLucasUTN/godot-mcp-bridge MCP server for Godot 4 — give Claude, Cursor, or any MCP client full control of the Godot | 10 | Claude Code | 1 | 1,878 tok |
| AncientiCe/palace-rs Local-first memory for coding agents: MCP server, single SQLite file, local embeddings | 10 | Claude Code, Codex, OpenCode | 2 | 2,694 tok |
| cyanheads/gdelt-mcp-server npmjs.com Search and analyze global news coverage and US television transcripts from the GDELT Proje | 10 | Claude Code, Codex, OpenCode | 2 | 16,592 tok |
| Receiptor-AI/bookkeeping-skills bookkeeping.md Open-source bookkeeping skills for AI agents | 10 | Claude Code, Codex, OpenCode | 2 | 417 tok |
| sscodeai/agency-agents-ja 323 ready-to-use AI specialist agents — compatible with Claude Code, Cursor, Copilot, and | 10 | Claude Code | 4 | 422 tok |
| spree/agent-skills spreecommerce.org Agent skills for Spree Commerce — works with Claude Code, Codex, Cursor, Copilot, Cline, A | 10 | Claude Code, Codex, OpenCode | 1 | 3,860 tok |
| koldovsky/project-factory Self-improving, spec-driven multi-agent SDLC delivery framework — agent-agnostic plugin fo | 10 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 795 tok |
| keyfire/elemctl docs.keyfire.ru CLI, MCP server, and library for the documented Console API v2 of 1C:Enterprise.Element (1 | 10 | Claude Code, Codex, OpenCode | 2 | 2,125 tok |
| aoreshkov/oracle-forms-mcp registry.modelcontextprotocol.io MCP server that exposes Oracle Forms modules (.fmb/.mmb/.pll/.olb) — blocks, triggers, PL/ | 10 | Claude Code | 4 | 1,020 tok |
| tentenco/shuorenhua-zh-tw tenten.co Traditional Chinese (Taiwan) AI humanizer skill: remove AI-like phrasing, eliminate Mainla | 10 | Claude Code, Codex, OpenCode | 2 | 567 tok |
| Autodesk/claude-browser-test-skills A Claude Code plugin: an E2E browser-test skill pipeline (author, refine, compile, and run | 10 | Claude Code | 1 | 694 tok |
| aliborhothamud/claude-melhores-skills Curadoria em português das melhores skills pro Claude — o que instalar e por quê (Claude C | 10 | Claude Code | 1 | 424 tok |
| truman-t3/industrial-design-portfolio-skill truman-t3.github.io Evidence-first industrial design portfolio Skill for Codex, Claude Code, Cursor, Gemini CL | 10 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 7,821 tok |
| FireFightLabs/firefight firefight.app Open-source AI SRE and incident management. Finds the root cause and fixes it. | 10 | Claude Code | 3 | 6,048 tok |
| snyk-labs/snyk-vulnbench vulnbench.com A benchmark harness for measuring how AI coding agents find and fix security vulnerabiliti | 10 | Claude Code, Codex, OpenCode | 12 | 3,693 tok |
| RedHatInsights/nxtcm-components Shared React component library for Red Hat Insights ACM and OCM projects built with Patter | 10 | Claude Code, Codex, OpenCode | 4 | 644 tok |
| jordantcarlisle/personal-os A personal operating system powered by AI agents. Built on PARA, GTD, and Atomic Habits. | 10 | Claude Code, Codex, Gemini CLI, OpenCode | 29 | 5,238 tok |
| midego1/claude-orchestrate Multi-agent orchestration plugin for Claude Code: tiered model routing, evidence-gated ver | 10 | Claude Code | 1 | 918 tok |
| matskevich/tg-mcp-guarded dual-plane telegram mcp: read-only analytics + guarded actions with anti-spam and block-ri | 10 | Claude Code, Codex, OpenCode | 2 | 3,210 tok |
| Shailesh200/prism prismhq.in Software intelligence for your agent. | 10 | Claude Code, Codex, OpenCode | 2 | 1,048 tok |
| petekp/agent-skills Agent skills for UI development, parameter tuning, and design iteration | 10 | Claude Code, Codex, OpenCode | 2 | 776 tok |
| borgius/kanban-lite borgius.github.io A kanban board for your codebase. Features stored as markdown. | 10 | Claude Code, Codex, GitHub Copilot, OpenCode | 29 | 1,590 tok |
| dynatrace-oss/dynatrace-snowflake-observability-agent A tool that streams selected Snowflake telemetry to the Dynatrace API, enabling enhanced d | 10 | Claude Code, GitHub Copilot | 2 | 4,679 tok |
| valibali/hamledger Modern logger program for ham radio amateurs | 10 | Claude Code, Codex | 3 | 1,738 tok |
| audacity/audacity.github.io audacityteam.org source code of the Audacity website | 10 | Claude Code, Codex, OpenCode | 2 | 202 tok |
| Mentor-Wizard/mentor-wizard-webapp mentor-wizard.github.io Mentor Wizard Webapp based on Larvel + InertiaJS (Vue) | 10 | Claude Code, Gemini CLI | 59 | 14,942 tok |
| ilandahan/AID AID - AI Development process - Complete methodology for AI-assisted full-stack software de | 10 | Claude Code | 4 | 5,763 tok |
| AIFundTeam/genai-starter | 10 | Claude Code | 1 | 6,333 tok |
| Flux-Frontiers/KGRAG KGRAG - KnowledgeGraph RAG | 10 | Claude Code, Codex, OpenCode | 13 | 759 tok |
| erlef-cna/varsel Varsel is the software behind the EEF CNA. | 10 | Claude Code, Codex, OpenCode | 2 | 26,818 tok |
| appydave/appydave-tools AppyDave YouTube Automation Tools | 10 | Claude Code, Codex, OpenCode | 8 | 10,670 tok |
| epam/ai-dial-ui-kit dialx.ai A modern UI kit for building AI DIAL interfaces with React | 10 | Claude Code, Codex, OpenCode | 2 | 3,301 tok |