How real projects configure their agents

23,819 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
takeyaqa/PictMCP Pairwise testing for your AI assistant 0 Claude Code, Codex, GitHub Copilot, OpenCode 3 511 tok
ssoward/a2ax Agent-to-Agent X — AI agents simulate a social network modeled after X.com 0 Codex, OpenCode 1 1,492 tok
stelis-dev/agent-q npmjs.com Agent-Q lets AI agents, Sui CLI, and local apps request signatures from a separate device 0 Codex, OpenCode 1 8,612 tok
stelis-dev/say-ur-intent npmjs.com Local-first MCP toolkit for Sui DeFi intents: turn a natural-language ask into verified on 0 Codex, OpenCode 1 4,294 tok
thalovant/thalovant-mcp thalovant.com MCP server for Thalovant control-plane and hub runtime APIs 0 Codex, OpenCode 1 439 tok
thatdudealso/musicwire musicwire.5432wire.com Musicwire: x402-monetized music composition & render API for AI agents - compose MusicXML 0 Claude Code, Codex, OpenCode 2 1,800 tok
therealtimex/un-datacommons-mcp Tools and agents for interacting with the Data Commons Knowledge Graph using the Model Con 0 Codex, OpenCode 1 687 tok
thuupx/lunge lunge-mcp.thupham.io.vn Agent-native API client for REST/GraphQL/WS/SSE/gRPC - driven entirely by MCP tools, built 0 Codex, OpenCode 1 2,050 tok
uncfreak1255-code/hostaway-mcp Read-only, hospitality-shaped MCP server for Hostaway 0 Claude Code, Codex, OpenCode 2 1,624 tok
underpass-ai/kmp underpassai.com Local-first agent memory that preserves what happened, when and why 0 Claude Code, Codex, OpenCode 2 733 tok
toreva/kit toreva.com SDK, CLI, and MCP connectors for the Toreva gateway. Wire any AI agent to Toreva in minute 0 Claude Code, Codex, OpenCode 2 12,233 tok
vedangvatsa/PDFtoWebsite cvinbio.vercel.app 0 Codex, OpenCode 1 424 tok
viralnote/mcp-server Model Context Protocol server for ViralNote — schedule posts, manage media, read analytics 0 Codex, OpenCode 1 607 tok
wagamama/apple-app-mcp 0 Claude Code, Codex, OpenCode 2 6,318 tok
warfare-hub/revenue-mcp Revenue Dashboard MCP — query your MRR, churn, and revenue from Stripe, Gumroad, Lemon Squ 0 Codex, OpenCode 1 369 tok
work0r-ai/agent-kit workorai.com Universal WorkorAI Agent Skill and MCP installer for Codex, Claude Code, OpenCode, and oth 0 Claude Code, Codex, OpenCode 2 3,019 tok
wwwwujl/yuque-mcp Production-grade Yuque MCP server with safe read/write tools 0 Codex, OpenCode 1 311 tok
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
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
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
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