45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980
All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| alanshurafa/co-evolution Structured refinement of any document between AI agents. Two agent roles bounce a file bac | 4 | Claude Code, Codex, OpenCode | 2 | 6,509 tok |
| aaronhuff/awesome-gemini A curated list of resources, tools, apps, and power-user workflows for Google Gemini | 4 | Gemini CLI | 1 | 554 tok |
| GeiserX/atlassian-browser-mcp Browser-backed MCP server wrapping mcp-atlassian with Playwright SSO auth for Atlassian Se | 4 | Claude Code, Codex, OpenCode | 4 | 3,404 tok |
| prantikmedhi/auto-skill-finder prantikmedhi.github.io Universal AI skill router — auto-detects best installed skill per prompt + activates cavem | 4 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,053 tok |
| karthikrshet/aiskills Reusable, tool-agnostic AI engineering skills, workflows, templates, and evaluation playbo | 4 | Codex, OpenCode | 1 | 979 tok |
| crossben/orchestra-code The operating system for AI coding agents — one supervised interface to run Claude Code, O | 4 | Claude Code, Codex, OpenCode | 2 | 2,490 tok |
| infotradescout/Selective-Intelligence infotradescout.github.io Selective Intelligence turns minimal intent into grounded, token-efficient AI work: resear | 4 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 999 tok |
| SathiaAI/graphsmith graphsmith.ai GraphSmith is a free, open-source tool that generates AI agent workflows that survive cras | 4 | Codex, GitHub Copilot, OpenCode | 2 | 4,786 tok |
| sterlingpathological200/ux-ui-agent-skills Transform Claude into a UX/UI agent for design tokens, accessible components, and producti | 4 | Claude Code | 1 | 4,350 tok |
| fantasieleven-code/callout | 4 | Claude Code | 1 | 2,414 tok |
| paulieb89/govuk-mcp bouch.dev MCP server for GOV.UK — search, content drill-down, organisations, and postcode lookup. 5 | 4 | Claude Code, Codex, OpenCode | 2 | 1,505 tok |
| addit-digital/addit-harness tools.addit.digital Config harness for Claude Code — subagents, language conventions, an engineering-loop proc | 4 | Claude Code, Codex, OpenCode | 2 | 591 tok |
| zsxh1990/pr-genius zsxh1990.github.io PR Genius — a pre-submission improvement advisor and knowledge base of pull requests from | 4 | Claude Code | 1 | 669 tok |
| kent-tokyo/shohei Rust MCP server with 168 security tools for Claude — DNS/DNSSEC, TLS, email security, OSIN | 4 | Codex, OpenCode | 1 | 2,537 tok |
| reuvenaor/israel-statistics-mcp Israel Statistics MCP | 4 | Claude Code | 8 | 1,451 tok |
| Xuuuuu04/zhishu Zhishu · Multi-Agent AI Terminal — centrally manage multi-session programming terminals fo | 4 | Claude Code | 1 | 3,424 tok |
| tractorjuice/arckit-gemini ArcKit Gemini CLI Extension - Enterprise Architecture Governance & Vendor Procurement Tool | 4 | Gemini CLI | 1 | 1,590 tok |
| Seven128/project-tiny-context-harness npmjs.com Minimal project memory and validation harness for AI coding agents. | 4 | Codex, OpenCode | 3 | 992 tok |
| daniel8824-del/claude-wiki-verbs 9-verb knowledge engine for Obsidian vaults — Karpathy LLM Wiki pattern. Works with Claude | 4 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,069 tok |
| ggoodman/mcp-server-go Golang implementation of the streaming MCP HTTP transport with sessions, auth and horizont | 4 | Codex, OpenCode | 1 | 701 tok |
| prosperkartik/hostaway-mcp Open-source Model Context Protocol (MCP) server for the Hostaway PMS - connect Claude to | 4 | Claude Code | 1 | 2,668 tok |
| Shaumik-Ashraf/mcp-fhir-patient-index A master patient index with a FHIR API, MCP server, and web UI on Ruby on Rails 8. | 4 | Claude Code, Codex | 2 | 1,105 tok |
| ootLabs/OCWIP-grant-competitions Platforma do obslugi konkursow dotacyjnych OCWIP: ogloszenie naboru, skladanie wnioskow, o | 4 | Claude Code, Codex, OpenCode | 4 | 3,580 tok |
| HasanJahidul/localhost-mcp MCP server: inspect, manage, kill local dev servers. Stop guessing what's on :3000. | 4 | Claude Code | 1 | 1,045 tok |
| kevglynn/ai-dev-playbook AI-native development methodology — rules, skills, and scripts for working with coding age | 4 | Claude Code, Codex, Cursor, OpenCode | 11 | 2,209 tok |
| Aryanacoder/superragskills The #1 skill you need before building any production grade RAG | 4 | Claude Code, Codex, OpenCode | 2 | 280 tok |
| kristiyan-velkov/ai-security-rules Security rules and best practices for common applications, focused on real-world threats a | 4 | Claude Code, Cursor | 1 | — |
| laith-wallace/crisp Design Intelligence for AI Agents | 4 | Claude Code | 32 | — |
| ootLabs/bilingers-knowledge-base | 4 | Claude Code, Codex, OpenCode | 3 | 1,708 tok |
| tommyvo/useful-prompts A collection of useful prompts to use for coding. | 4 | Claude Code, Codex, GitHub Copilot, OpenCode | 2 | 6,262 tok |
| hmcts/agentic-plugins-marketplace Configuration, prompts, and workflows for using Claude Code as an AI coding agent. | 4 | Claude Code | 2 | 3,081 tok |
| PTTG-IT/SDP-MCP Service Desk Plus MCP Server - Model Context Protocol integration for AI assistants | 4 | Claude Code | 4 | 7,714 tok |
| janegilring/awesome-azure-landing-zones A library of AI Skills and Agents for the Microsoft Cloud Adoption Framework (CAF) and Azu | 4 | Codex, OpenCode | 1 | 2,347 tok |
| jchildree/Claud-itect-Skill An awesome curated skill pack for Claude Code. Installs 54 skills, 4 agent definitions, ca | 4 | Claude Code | 1 | 1,323 tok |
| mittwald/mcp-server MCP server for the mittwald mStudio | 4 | Claude Code | 1 | 3,051 tok |
| BanibrataChatterjee/AwesomeSalesforceSkills Reusable Salesforce skills library for AI coding agents. 100+ skills across Admin, Dev, De | 4 | Claude Code, Codex, OpenCode | 2 | 3,090 tok |
| EdenGibson/wezterm-quota-limit WezTerm plugin that displays Claude API usage quota in the status bar | 4 | Claude Code | 1 | 392 tok |
| jorgsowa/claude-php-lsp-plugin | 4 | Claude Code | 1 | 987 tok |
| neoeinstein/claude-plugins | 4 | Claude Code | 1 | 450 tok |
| bvdr/claude-plugins A curated collection of custom Claude Code skills for macOS productivity and development w | 4 | Claude Code | 1 | 1,011 tok |
| xentivo/claude-plugins Pluginy dla claude code | 4 | Claude Code | 1 | 1,586 tok |
| pyrex41/skill-manager | 4 | Claude Code | 7 | 1,333 tok |
| Aiyo28/memento-os ayal.tech Memento OS gives Claude Code, Codex and Cursor a memory between sessions: it saves your de | 4 | Claude Code, Codex, OpenCode | 1 | 1,036 tok |
| Dallionking/ui-validation-kit Drop-in UI validation for any CLI coding agent — iOS Simulator, Android emulator, and web. | 4 | Codex, OpenCode | 1 | 843 tok |
| jootsing-research/tapkit-plugins-claude | 4 | Claude Code | 1 | — |
| EngDawood/emdash-claude-plugin Claude Code plugin for EmDash CMS — skills and investigation agents for building Astro + C | 4 | Claude Code | 1 | 609 tok |
| aachtenberg/dynatrace-dql-kb Reference and tools for Dynatrace DQL: docs, Copilot instructions, an MCP server, and a ch | 4 | GitHub Copilot | 3 | 4,986 tok |
| shino369/claude-code-personal-workspace personal claude code workspace for daily task | 4 | Claude Code | 14 | 1,169 tok |
| novuhq/skills novu.co Novu Skill Set for AI Agents | 4 | Codex, OpenCode | 1 | 1,470 tok |
| regen-network/regen-compute An MCP agent that funds verified ecological regeneration from AI compute usage via Regen N | 4 | Claude Code | 1 | 2,124 tok |