How real projects configure their agents

24,879 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
Aptica-Solutions/a-mcp-runmeter Archived 2026-09-25. Canonical code: Aptica-Solutions/a-mcp-servers, servers/runmeter. 0 Claude Code, Codex, OpenCode 4 4,705 tok
Upendrasengar/bitbucket-server-mcp MCP server for Bitbucket Server / Data Center with code review, cross-repo PRs, and CI ins 0 Codex, OpenCode 1 155 tok
RaviTeja-438/zap-rag-mcp MCP server: ZAP RAG search only (PLAIN / HYBRID / HYBRID_RERANK) for Kilo and other agents 0 Claude Code, Codex 2 —
jpsweeney97/claude-code-docs-mcp BM25-indexed search MCP server for Claude Code documentation 0 Claude Code, Codex, OpenCode 2 5,382 tok
harshit-wadhwa/db-mcp 0 Claude Code, Codex 1 —
kojaecheon/tripmoney-mcp 0 Codex, OpenCode 1 8 tok
JLex11/json-ui-renderer-mcp 0 Codex, OpenCode 1 368 tok
wirenboard/google-workspace-mcp Remote multi-user (OAuth 2.1) deployment of the Google Workspace MCP server 0 Codex, OpenCode 1 661 tok
Evyatar108/gmail-mcp A local Windows Gmail MCP server for GitHub Copilot CLI with safe OAuth, draft-first sendi 0 Codex, GitHub Copilot, OpenCode 2 802 tok
sangwopark19/MendLens MendLens appliance diagnosis MCP server 0 Codex, OpenCode 1 1,901 tok
yigitcanural/dis-mevzuat Diş kliniği içerikleri için kaynak destekli mevzuat araması sunan yerel MCP ve yayın önces 0 Codex, OpenCode 1 362 tok
xbirimensah/heavenly-health-protocol Privacy-first, LLM-agnostic health data protocol and MCP server. 0 Codex, OpenCode 1 678 tok
182moon/odin-hermes-bridge MCP bridge: let Odin (or any MCP client) delegate tasks it can't do to a local Hermes Agen 0 Codex, OpenCode 1 591 tok
moekoelueker/namingsignal Evidence-first product naming for agents and developers. MCP + CLI clients for namingsigna 0 Claude Code, Codex, OpenCode 2 828 tok
the-mace/loseit-mcp-local Local LoseIt scraper → SQLite → MCP server for Claude Desktop 0 Claude Code, Codex, OpenCode 2 1,258 tok
Axcient/public-gateway-mcp An MCP for ax-public-gateway 0 Claude Code, Codex, Cursor, OpenCode 2 970 tok
martinbechard/mcp-agent-ops 0 Codex, OpenCode 1 264 tok
gaoshang1990/cmake_demo 0 Codex, OpenCode 1 2,135 tok
ottaviofogliata/quanto Experimental trading laboratory for classical vs quantum-simulated methods across options, 0 Codex, OpenCode 1 584 tok
anasaltomy/naseej-desktop 0 Claude Code, Codex 4 —
Aidan-Kay/mcp-nexus 0 Codex, OpenCode 1 1,151 tok
o3-cloud/vibeguard 0 Claude Code, Codex, OpenCode 6 1,437 tok
flnzba/flnzba.github.io fzeba.com Personal Webpage FZEBA.COM (Florian Zeba) 0 Claude Code, Codex, OpenCode 6 870 tok
glide-the/im-dream 0 Claude Code, Codex, GitHub Copilot, OpenCode 10 4,058 tok
hackerpug-ai/holocron 0 Claude Code, Codex, OpenCode 6 9,192 tok
jeetkhinde/ai-stack CLI tool to bootstrap AI and development workflow tools for any new project 0 Claude Code, Codex, Gemini CLI, OpenCode 25 1,890 tok
jnerytech/specd Spec-driven development with drift detection. Specs declare anchors into the code; the gat 0 Claude Code, Codex, OpenCode 15 1,754 tok
Subaru-PFS/ics_agccActor ICS AGCC Actor - AutoGuide Camera and Controller 0 Codex, OpenCode 1 3,089 tok
lalitnayyar/finally FinAlly AI Trading Workstation 0 Claude Code, Codex, OpenCode 6 6,568 tok