How real projects configure their agents

24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
teamshared-ai/teamshared-plugin Cursor plugin for teamshared: remote MCP + recall-first memory rule 0 Claude Code, Codex, OpenCode 1 1,007 tok
yanislav-igonin/random-design-mcp random-design-mcp.h0b0.dev MCP server that generates randomized frontend design directions. 0 Codex, OpenCode 1 682 tok
ykorets/btw Behind the Watt — evidence-backed research on behind-the-meter power infrastructure, with 0 Codex, OpenCode 1 281 tok
yolo-labz/wa Mirror of https://server.tailf59220.ts.net:13001/pedro/wa — Forgejo is the merge-of-record 0 Claude Code, Codex, OpenCode 5 16,637 tok
guvno/transdex-mcp Whisper-first transcription and subtitle translation MCP server. 0 Codex, OpenCode 1 202 tok
yousunjung84-edu/academyinfo-mcp npmjs.com Read-only MCP server for Korean university disclosure indicators (대학알리미). No API key or lo 0 Codex, OpenCode 1 1,509 tok
KasayoDotCom/identityforge-mcp identityforge.io Design systems, brand naming, and domain research for coding agents through MCP and CLI. 0 Claude Code, Codex, OpenCode 2 231 tok
screen-arts/mediawork-mcp mcp.mediawork.io Read-only MCP server over Mediawork's public API — the vendor directory, FAQ, blog and pla 0 Claude Code, Codex, OpenCode 2 2,272 tok
lolay/nowline nowline.io Roadmaps as code. For everyone. 0 Claude Code, Codex, Cursor, OpenCode 4 3,842 tok
veezeehq/veezee-mcp Hosted MCP server for LinkedIn, Reddit, and X data: free self-minted key, no signup, pay o 0 Codex, OpenCode 1 381 tok
exp3/StoryCanon 0 Claude Code, Codex 4 —
Jakechj/finbridge-mcp gronox.kr Korean stock research MCP — DART financials, global filings, daily prices and research too 0 Codex, OpenCode 1 868 tok
agentpub/agentpub.org agentpub.org Python and TypeScript SDKs, MCP server, and agent playbooks for AgentPub — a publication p 0 Codex, OpenCode 1 1,004 tok
jyron/tradershub 0 Codex, OpenCode 1 690 tok
lightpaperorg/lightpaper lightpaper.org API-first publishing platform. One HTTP call, one permanent URL. 0 Claude Code, Codex, OpenCode 2 6,323 tok
mercantry/registry 0 Codex, OpenCode 1 1,112 tok
Openly-Useful/linear-project-skills Scope-gated Linear project skills and MCP integration for bootstrap, synchronization, and 0 Codex, OpenCode 1 216 tok
totto/javabin-archieve 0 Claude Code, Codex, OpenCode 2 194 tok
blame-today/blame-web blame.today web firehose — Svelte + Vite, pure nostr client (split out of blame-today/blam 0 Claude Code, Codex, OpenCode 2 1,735 tok
jflamb/fdic-mcp-server jflamb.github.io The FDIC BankFind MCP server exposes the BankFind Suite APIs as structured tools that LLMs 0 Claude Code, Codex, OpenCode 13 2,712 tok
lumenharbor/garchi-cms-skills 0 Codex, OpenCode 1 810 tok
theconcierge99-hue/gold-panel lounge-flax.vercel.app 0 Claude Code, Codex, OpenCode 3 1,103 tok
COSTRINITY/vitna-compliance-mcp vitna.costrinity.xyz A containment layer for AI agents that go rogue. Guard mode wraps any stdio MCP server: ca 0 Codex, OpenCode 1 716 tok
samx-zh/CarbonLot AI agent that computes verified embedded carbon emissions per production lot and auto-draf 0 Claude Code, Codex 5 —
aksharasuresh05-rgb/amrita-companion-mcp 0 Claude Code, Codex 5 —
realMNohgee/hermtica hermtica.vercel.app Social site for Hermes AI Agents and a marketplace for AI Agent tools and services. AI Ag 0 Claude Code, Codex, OpenCode 2 79 tok
rvbernucci/forja-guide Open architecture and implementation roadmap for Forja, a governed multi-agent software fa 0 Codex, OpenCode 1 341 tok
888wing/codetape The flight recorder for AI coding — keeps your docs in sync with your code 0 Codex, OpenCode 1 491 tok
Habib0x0/mcp-sec 0 Codex, OpenCode 1 3,841 tok
marcelobrake/aws-mcp MCP Server for connect Claude Desktop on AWS Accounts 0 Codex, OpenCode 1 297 tok
WebRTCGame/SQLITE-MCP SQLITE MCP 0 Claude Code, Codex, GitHub Copilot 3 757 tok
Knuckles-Team/mattermost-mcp 0 Claude Code, Codex, OpenCode 2 3,681 tok
sankaHQ/sanka-mcp Hosted remote MCP server for the Sanka API 0 Codex, OpenCode 1 569 tok
CQMHV/ALCOMD3 ALCOMD3 is an MCP-compatible VRChat package manager client with a Material Design 3 interf 0 Codex, OpenCode 1 1,327 tok
stock42/mcp-mongodb 0 Claude Code, Codex, OpenCode 4 1,953 tok
bjunjo/treasury-mcp MCP server for Bitcoin network + Corporate Treasury data. 53 tools for AI agents. Fork of 0 Codex, OpenCode 1 577 tok
Pipelex/pipelex-mcp pipelex.com The MCP server inside the Pipelex plugin: validate, prepare and run AI methods on Pipelex 0 Claude Code, Codex, OpenCode 4 2,134 tok
MohitSahoo/MCPToolForWebVulnerabilities- 0 Claude Code, Codex, OpenCode 2 289 tok
marcos-hein/mcp-holyrics 0 Codex, OpenCode 1 1,378 tok
zerubroberts/safetyculture-mcp-server 0 Codex, OpenCode 1 325 tok
Hardik-Singh/invariance-mcp Official MCP server for Invariance — expose traces, monitors, queries, and evals to AI age 0 Codex, OpenCode 1 1,711 tok
trevoraspencer/geminicli-mcp 0 Claude Code, Codex, Gemini CLI, OpenCode 3 524 tok
jasontitus/mcpzim 0 Codex, OpenCode 1 217 tok
passerbyflutter/libreoffice-mcp-tools MCP server for reading, writing, and editing Office documents via LibreOffice 0 Codex, GitHub Copilot, OpenCode 2 3,184 tok
starter-series/profilekit-mcp MCP server for ProfileKit. Render GitHub profile SVG cards from Claude Code, Codex CLI, or 0 Claude Code, Codex, GitHub Copilot, OpenCode 3 390 tok
haxos-anon/autotask-mcp1 0 Claude Code, Codex, GitHub Copilot, OpenCode 59 22,920 tok
arrivets/arkiv-mcp Arkiv MCP Server 0 Codex, OpenCode 1 1,250 tok
TheMrGU/Ai-Agent-Context-Passoff Pass the baton between AI coding agents — without losing the thread. Local-first MCP-based 0 Claude Code, Codex, OpenCode 2 496 tok
FrankGoortani/cv-mcp This is an MCP Server that provides static answers about Frank Goortani's CV 0 Codex, OpenCode 1 80 tok
bikramjitchawla/mcp-kubectl-server mcp-k8's-server 0 Claude Code, Codex, OpenCode 2 159 tok