How real projects configure their agents

31,986 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 agents7,699Claude Code6,660Data and AI3,668Backend and APIs3,501Languages3,399Planning3,231Git and workflow3,226Code review2,759Testing2,389Memory and context2,368Writing and docs2,333DevOps and cloud2,313Research2,290Frontend2,267Security2,038Project management1,731

All Claude Code31,986 Codex23,430 OpenCode22,372 GitHub Copilot3,564 Gemini CLI1,915 Cursor1,742 Windsurf150 Kiro84

Project Stars Configures Files Always loaded
Edison-Watch/Custom-MCPs 0 Claude Code, Codex, OpenCode 19 3,080 tok
hsb3/opencode-sandbox Isolated opencode instances from prebuilt GHCR images, consumable as MCP servers 0 Claude Code, Codex, OpenCode 5 980 tok
radthenone/ai-instruction-kit-mcp Projekt MCP który zbiera instrukcje dla cursor, vscode, github copilot, codex, kiro, kilo, 0 Claude Code, Codex, Cursor, OpenCode 68 2,269 tok
francemazzi/frasma frasma.org my website 0 Claude Code, Codex 1
theYahia/delovye-linii-mcp npmjs.com MCP server for Delovye Linii — freight delivery, tariff calculation (Russia) 0 Claude Code 3
sairam0424/ag-bash npmjs.com 🐚 Ag-Bash: The AI-Native Shell Gateway. A production-grade, sandboxed Bash environment de 0 Claude Code, Codex, OpenCode 2 3,472 tok
kawacode-ai/kawa.mcp Kawa Code MCP 0 Claude Code 1 2,344 tok
knocklabs/skills 0 Claude Code, Codex, OpenCode 2 1,295 tok
unifyai/unify Unify: an AI assistant built as a back office of cooperating LLM-driven state managers (ar 0 Claude Code, Codex, OpenCode 3 37,173 tok
huaqing0/obsidian-mcp-server Custom Obsidian MCP server with workspace control, vault structure tools, and native Excal 0 Claude Code, Codex, OpenCode 2 13,450 tok
Ucode-io/mcp 0 Claude Code, Cursor 1
shinichinomura/pesticide-mcp An MVP that imports FAMIC pesticide registration CSV data and enables safe searches for pe 0 Claude Code 1 630 tok
AnEntrypoint/agentgui Multi-agent GUI for AI coding assistants — Claude Code, Gemini CLI, OpenCode & more. npx a 0 Claude Code, Codex, OpenCode 3 5,511 tok
AnEntrypoint/freddie ƒreddie is not a harness, its a jacket 0 Claude Code, Codex, OpenCode 11 2,127 tok
dbhq-uk/verve-skill skills.dbhq.uk Agent skill that strips AI tells from prose and puts a human voice back, pitched at the re 0 Claude Code, Codex, OpenCode 1 1,937 tok
0xfreak0/sui-mcp npmjs.com Read-only MCP server for investigating activity on Sui — fund tracing, funding-source attr 0 Claude Code 2 20,191 tok
docracy1/docracy docracy.io Free, no-signup sequential e-signatures — send an NDA or contract in ~30 seconds 0 Claude Code 1 1,126 tok
jscoobyced/jsc-typescript-ast-mcp A Model Context Protocol (MCP) server that provides an abstract syntax tree (AST) represen 0 Claude Code 1 757 tok
srmackey/context-forge Context Forge gives an AI client a local memory of one workspace: working files and sittin 0 Claude Code, Codex, OpenCode 2 761 tok
gigayaya/DAA-Master medium.com An agent Skills plugin for the Declarative Action Architecture (DAA). This plugin transfor 0 Claude Code 1 794 tok
Jiusi-pys/agent-plugins claude code plugins marketplace 0 Claude Code 1 1,738 tok
shibu003/talkingclaw [Active] A local voice room where multiple coding agents (Claude Code / Codex / Gemini CLI 0 Claude Code, Codex, OpenCode 2 1,675 tok
ignission/slack-task-mcp npmjs.com 0 Claude Code 1 2,559 tok
CyberGitJul/gramps-remote-mcp Remote MCP server for the Gramps Web genealogy REST API — guarded write workflow with an u 0 Claude Code 1 1,284 tok
EtanHey/voicelayer voicelayer.etanheyman.com Voice I/O MCP for AI coding agents — local TTS + STT, 2 tools (`voice_speak`, `voice_ask`) 0 Claude Code, Codex, OpenCode 2 2,694 tok
Magnus-Gille/munin-memory gille.ai Persistent memory for AI assistants, self-hosted and provider-portable. MCP server with SQ 0 Claude Code, Codex, OpenCode 2 2,987 tok
dziuba0x/flario MCP server for Flare Network: FTSO price feeds, FDC cross-chain attestations, FAssets stat 0 Claude Code 1 2,136 tok
fbereilh/cellar AI-agent-first interactive notebook environment (Jupyter-compatible, SvelteKit, MCP agent 0 Claude Code 2 25 tok
motozero/repofinder.io repofinder.io Find maintained open source repositories that complement your project, built with Codex an 0 Claude Code, Codex, OpenCode 3 510 tok
dylansantwani/openbrowser openbrowser.pulse-core.com Browser automation for AI agents - a Chrome extension plus a zero-dependency MCP server th 0 Claude Code, Codex, OpenCode 2 14,684 tok
yenns7/freeglm Built on Qwen-MM-Plugins / Developed from Qwen: multimodal Agent Skills + MCP servers with 0 Claude Code 1 4,684 tok
nan1010082085/dsh-mcp-sync DSH plugin: sync MCP configs from Claude Code, Codex CLI, and Cursor Agent 0 Claude Code 1 1,073 tok
nicolaerusan/agent-draw Agent-first executable technical canvas built with React, TypeScript, and tldraw 0 Claude Code, Codex, OpenCode 2 293 tok
sh7vansh/chrome-orchestrator Unified MCP gateway and dynamic orchestrator for headless AI browser environments. 0 Claude Code, Codex 1
stromy-org/stromy-workflows-mcp OAuth-scoped MCP facade for hosted Stromy workflow execution 0 Claude Code, Codex, GitHub Copilot, OpenCode 7 7,753 tok
cameroncoats/multicomp-mcp MCP server for the Multicomp Pro MP711134 (OWON SPM-series) bench PSU + multimeter — agent 0 Claude Code 1 938 tok
RohanSan1/ac-infinity-mcp 0 Claude Code 1 4,484 tok
apifymcpfactory-droid/tech-stack-detector-mcp Website Technology Detector MCP server — detect CMS/framework/ecommerce/analytics/CDN via 0 Claude Code 1 959 tok
mrosano1987/git-daily-review Automated daily AI code review for any Git repo — CLI, scheduler, and MCP server. AGPL-3.0 0 Claude Code 1
OmriH-Elister/job-search-mcp 0 Claude Code, Codex, OpenCode 2 1,485 tok
CoreframeLabs/mcp-auth-template 0 Claude Code 1 972 tok
Shreyas-Profile/telegram-mcp Paperloft skill: telegram-mcp 0 Claude Code 1 808 tok
Cladios34/mtg-mcp-server MTG MCP server (Scryfall, EDHREC, Commander Spellbook, Moxfield) - maintained standalone w 0 Claude Code 8 5,251 tok
Shreyas-Profile/cron-mcp Paperloft skill: cron-mcp 0 Claude Code 1 733 tok
Shreyas-Profile/docs-mcp Paperloft skill: docs-mcp 0 Claude Code 1 922 tok
Shreyas-Profile/browser-mcp Paperloft skill: browser-mcp 0 Claude Code 1 523 tok
Shreyas-Profile/tor-mcp Paperloft skill: tor-mcp 0 Claude Code 1 674 tok
Holysmiles/LH_RAG_MCP_server This is my first project of the rag and MCP, at first, I just use RAG and MCP. But I will 0 Claude Code, Codex 9
chanys/mcp-town-explorer 0 Claude Code 2 395 tok
SamWongML/testing-mcp 0 Claude Code, Codex 5 1,380 tok