How real projects configure their agents

23,251 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
lolay/nowline nowline.io Roadmaps as code. For everyone. 0 Claude Code, Codex, Cursor, OpenCode 2 3,258 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
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 1,689 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 1 801 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 Pre-flight compliance checks for AI agents with Ed25519-signed, offline-verifiable evidenc 0 Codex, OpenCode 1 559 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
888wing/codetape The flight recorder for AI coding — keeps your docs in sync with your code 0 Codex, OpenCode 1 491 tok
deployhq/deployhq-cli deployhq.com DeployHQ CLI — deploy from your terminal, for humans and agents 0 Claude Code, Codex, OpenCode 2 1,774 tok
Scottpedia0/access One Bearer token, all your services. Self-hosted credential store + API proxy + MCP server 0 Codex, OpenCode 1 1,144 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
mindroom-ai/matrix-mcp matrix-mcp.mindroom.chat Matrix MCP server for local coding agents 0 Codex, OpenCode 1 74 tok
Knuckles-Team/mattermost-mcp 0 Claude Code, Codex, OpenCode 2 3,499 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 0 Claude Code, Codex, OpenCode 5 20,692 tok
MohitSahoo/MCPToolForWebVulnerabilities- 0 Claude Code, Codex, OpenCode 2 289 tok
marcos-hein/mcp-holyrics 0 Codex, OpenCode 1 1,378 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
ttoino/material-mcp material.mcp.toino.pt MCP server to get Material Design documentation 0 Codex, OpenCode 1 1,024 tok
yagomp/seoagent Agent-first SEO toolkit — keyword research, rank tracking, site audits, competitor analysi 0 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,451 tok
ltaysh0/sage-mcp Local Semantic Search MCP Server 0 Codex, OpenCode 1 4,216 tok
egormak/tracker-mcp 0 Codex, Gemini CLI, OpenCode 2 1,142 tok
scopweb/mcp-go-github Go-based MCP server that connects GitHub to Claude Desktop, enabling direct repository ope 0 Claude Code, Codex, OpenCode 2 3,014 tok
paulieb89/whatdotheyknow-mcp 0 Claude Code, Codex, OpenCode 2 753 tok
stackpwnies/bible-mcp MCP server that gives AI assistants access to 100+ Bible translations in 38+ languages. Lo 0 Codex, OpenCode 1 1,108 tok
ajaaysrinivaas/reddit_mcp Reddit MCP Server is a read-only Model Context Protocol server that fetches and normalizes 0 Claude Code, Codex 2
snowykte0426/datagsm-mcp npmjs.com DataGSM MCP Server 0 Claude Code, Codex 5
Tatsh/wiswa-mcp tatsh.github.io FastMCP server exposing Wiswa settings discovery for AI assistants. 0 Claude Code, Codex, OpenCode 22 1,114 tok