How real projects configure their agents

23,222 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
truss-security/truss-agent-mcp This repo holds the Truss MCP based Agent code. Conceptualization to Hugging Face. It will 0 Codex, Cursor, OpenCode 2 1,306 tok
cambridgetcg/agenttool agenttool.dev Sovereign agent infrastructure where agents arrive as themselves · public read-only Canon 0 Claude Code, Codex, OpenCode 2 26,979 tok
fox100039-design/bugezy Debug tools development: dictate bug details using speech-to-text, allowing AI to read all 0 Claude Code, Codex, OpenCode 2 1,060 tok
palisadeemail/palisade-mcp palisade.email Local stdio bridge to the Palisade MCP server (SPF, DKIM, DMARC, MTA-STS, BIMI). 0 Codex, OpenCode 1 755 tok
boletinclaro/mcp boletinclaro.es El MCP de los datos públicos de España: dinero público (subvenciones, licitaciones) y bole 0 Codex, OpenCode 1 212 tok
growthkit-tools/mcp growthkit.tools MCP Server 0 Claude Code, Codex, OpenCode 4 22,158 tok
faahim/postbag postbag.dev A form backend that routes. Every submission stored durably, delivered by rules to email, 0 Claude Code, Codex, OpenCode 2 1,153 tok
tabnas/mcp 0 Claude Code, Codex, OpenCode 2 6,391 tok
typeship-ax/mcp The official MCP server for the Typeship API. 0 Codex, OpenCode 1 599 tok
Lightning-FM/lightning-fm-mcp MCP server for Lightning FM's Nostr-native music catalog — search tracks, look up artists, 0 Claude Code, Codex, OpenCode 2 394 tok
fixyourdocs/fixyourdocs Open-source product code for FixYourDocs — landing, dashboard, hub, MCP server, CDK infra. 0 Codex, OpenCode 1 326 tok
DistinctlyDeveloped/stylemcp StyleMCP application 0 Codex, OpenCode 1 1,085 tok
4rgon4ut/sutra A Model Context Protocol (MCP) server providing structured prompting templates, protocol s 0 Codex, OpenCode 1 649 tok
AINative-Studio/ainative-opencode-memory-mcp OpenCode memory MCP — persistent cross-session memory for OpenCode & MCP coding agents, po 0 Codex, OpenCode 1 617 tok
AatirNadim/getMe getme-kv.vercel.app persistent, embeddable key-value store written in golang 0 Codex, OpenCode 1 1,001 tok
Iniciativas-Alexendros/agent-protonsuite npmjs.com Agente de software para la Suite Proton: organiza el correo, audita las contraseñas y sinc 0 Codex, OpenCode 1 1,816 tok
AntVsl/oura_mcp pypi.org MCP server for Oura Ring data: sleep, readiness, HRV, resting heart rate 0 Codex, OpenCode 1 896 tok
AparajeetS/Traintools Agent-ready PyTorch training diagnostics: gradient health, GNS, batch inspection, data qua 0 Codex, OpenCode 1 698 tok
BlogFactoryHQ/ghost-publisher-mcp npmjs.com Write with your AI. Publish safely to Ghost. 0 Codex 2
BlueWaterCorp/RiskModels_API riskmodels-api.vercel.app 0 Claude Code, Codex, Cursor, OpenCode 8 5,245 tok
ArturSkowronski/minipainter arturskowronski.github.io Local-first CLI + MCP server for a miniature-paint inventory and cross-brand color matchin 0 Claude Code, Codex, OpenCode 3 3,761 tok
AshwanthramKL/whoop-mcp Read-only WHOOP v2 API access for MCP clients — direct OAuth, local SQLite cache, CSV/JSON 0 Codex, OpenCode 1 2,576 tok
Async23/chrome-devtools-mcp npmjs.org Chrome DevTools for coding agents 0 Codex, OpenCode 1 206 tok
BackBond/agent-scan backbond.ai Vet MCP and AI-agent tools before attachment. Local, deterministic static scanning with no 0 Codex, OpenCode 1 825 tok
BreezeDelegate/wisp-mcp wisp.hinoake.com Provider-agnostic MCP server for WISP game panels — files, console, power, backups, databa 0 Codex, OpenCode 1 296 tok
brendanlefebvre/spud-coach Deterministic Brotato theorycrafter you chat with — an MCP server. Facts + math, no baked- 0 Claude Code, Codex, OpenCode 2 870 tok
CSOAI-ORG/csoai-static-deploy2 🧱 Builds the registry and Worker source behind the GSPC measurement axes — frozen benchma 0 Codex, OpenCode 1 313 tok
CseperkePapp/design-constraint-validator Constraint validation engine for design tokens with mathematical rigor Visibility: ✅ Publi 0 Claude Code, Codex, OpenCode 3 1,349 tok
CynaCons/powerplan MCP server that makes PLAN.md the operational backbone of agentic development 0 Claude Code, Codex 1
CynaCons/PowerScroll cynacons.github.io Local-first visual notebook in one editable HTML file — for you and your AI agents. 0 Claude Code, Codex, OpenCode 3 2,070 tok
DeepAgentLabs/mcp-server Unified MCP server for AgenticLens profiling and Agentic Chaos resilience workflows. 0 Codex, OpenCode 1 1,796 tok
DennisPrediger/SLAC-MCP MCP Server to expose evaluation Tools to LLM and AI Agents using a Simple Logic & Arithmet 0 Codex, OpenCode 1 435 tok
Developyn/laver-mcp laver.app MCP server for Laver (laver.app) — kanban boards, tickets and a team wiki your AI agents c 0 Claude Code, Codex, OpenCode 2 577 tok
DocMinus/DecimerMCPServer 0 Codex, OpenCode 1 257 tok
DrBaher/contract-ops-mcp One MCP server for the whole contract-ops CLI suite — connect once, drive all nine local-f 0 Codex, OpenCode 1 814 tok
DrBaher/sign-cli cli.drbaher.com Agent-first e-signature CLI. Fully-offline PAdES signer (PKCS#7) — no signup — or hosted p 0 Codex, OpenCode 1 1,179 tok
Dswane/Sports-Context-Protocol 0 Codex, OpenCode 1 460 tok
Fauxetine/t1-t2-protocol registry.modelcontextprotocol.io MCP server for heterogeneous AI validation — T1 structured reasoning, T2 cross-model evalu 0 Codex, OpenCode 1 453 tok
FedgeNo/conventions-mcp Personal memory MCP server for coding conventions and standing instructions — local SQLite 0 Claude Code, Codex, OpenCode 1 6,183 tok
Ecocitizenz/ecz-id-mcp-verifier developers.ecocitizenz.com Resolver-posture checks for MCP hosts, agents, CLI and CI. Local-first, read-only and priv 0 Codex, OpenCode 1 856 tok
GSterlingPress/once-api Reliable execution and outcome verification for AI agent actions 0 Codex, OpenCode 1 341 tok
GSterlingPress/preflight-api Routing intelligence for AI agents before they visit a URL 0 Codex, OpenCode 1 224 tok
stipend-sh/stipend A non-custodial USDC wallet for AI agents. Spending limits enforced below the instruction 0 Codex, OpenCode 1 561 tok
HarleyCoops/WorkspaceAlberta warreandvavasour.com CanadaBuys connector for small business and enterprise. The world might be going to war bu 0 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,565 tok
Hashi-Kazu/ai-test-process-mcp AI-assisted test process MCP server (Phase 1: ISO/IEC/IEEE 29119-3 test plan draft generat 0 Claude Code, Codex, OpenCode 5 1,360 tok
HiroyukiFuruno/katana-markdown-linter A fast, markdownlint-compatible Markdown linter library written in Rust. Provides programm 0 Claude Code, Codex, OpenCode 5 91 tok
Hushlor/mcp-server-tauri hypothesi.github.io A Model Context Protocol (MCP) server and plugin for Tauri v2 development 0 Codex, Gemini CLI, OpenCode 2 3,168 tok
Ilya-a-sergeyev-ger/krauncher Krauncher client package 0 Codex, OpenCode 1 7,214 tok
JCrossman/can-fed-camp-mcp Local MCP server for accessible Parks Canada search and citizen-controlled booking prepara 0 Codex, OpenCode 1 358 tok
Jarvis-27/mcp-db-agent 0 Claude Code, Codex, OpenCode 2 5,029 tok