How real projects configure their agents

23,761 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
symphos-ai/orcho-mcp docs.orcho.dev MCP control surface for Orcho's durable AI software delivery lifecycle 4 Claude Code, Codex, OpenCode 3 1,303 tok
zuhabul/Fetchium fetchium.com Rust-native universal retrieval layer for humans and AI agents — search, extract, rank, an 4 Claude Code, Codex, OpenCode 4 4,956 tok
DevNexsler/RAG-In-A-Box RAG pipeline for documents (Markdown, PDF, images). 10-step hybrid search, LLM enrichment, 4 Claude Code, Codex, OpenCode 2 2,165 tok
Qbandev/infura-mcp-server Infura MCP server! This project provides a ready-to-use Model Context Protocol (MCP) serve 4 Codex, OpenCode 1 4,814 tok
davidnichols-ops/trustcard Cryptographic trust infrastructure for MCP servers — signed manifests, TOFU pinning, two-g 4 Claude Code, Codex, OpenCode 3 2,467 tok
EdwinHu-OvO/AOM An experimental Application Object Model for helping LLM agents understand, reason about, 4 Codex, OpenCode 1 844 tok
Moai-Team-LLC/AgenticMind agenticmind.moaiteam.com Auditable, self-improving knowledge & memory for AI agents over MCP. Zero-key & multilingu 4 Codex, OpenCode 1 1,118 tok
bgill55/daedalus bgill55.github.io Daedalus is a standalone terminal-based AI coding assistant that runs on your machine. It 4 Codex, OpenCode 1 896 tok
felipesauer/mnema felipesauer.github.io Signed, append-only decision records for AI coding agents: an MCP server and CLI that hand 4 Codex, GitHub Copilot, OpenCode 2 2,425 tok
u9401066/nsforge-mcp Neurosymbolic Forge — an MCP server that turns concepts into verifiable, traceable formula 4 Claude Code, Codex, GitHub Copilot, OpenCode 23 5,925 tok
vvooki-sys/loomem loomem.ai Open-source context layer for LLM agents — a single Rust binary served over MCP that feeds 4 Claude Code, Codex, OpenCode 2 3,935 tok
Spectoda/easyeda-mcp MCP server and EasyEDA Pro bridge for AI-assisted PCB review, component sourcing, manufact 4 Codex, OpenCode 1 595 tok
ozgurkarahan/salesforce-meta-tool-identity-propagation ozgurkarahan.com Build the engagement layer once: one Microsoft Foundry agent in Teams acts across Salesfor 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 896 tok
max-listov/stitchkit Contract-first backend framework for Bun and Node — one defineContract() into an HTTP API, 4 Claude Code, Codex, OpenCode 2 3,653 tok
MattyMailers/smartmoving-mcp MCP server for the SmartMoving External API, enabling AI agents to safely query and operat 4 Codex, OpenCode 1 823 tok
Vahlame/create-vkm-kit npmjs.com Cross-platform kit that gives AI agents (Claude Code, Codex, Cursor) persistent memory: Ma 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,822 tok
gaelic-ghost/SwiftASB (Rework TBD; Shelved) Faster-Than-Light Codex Integrations in SwiftUI and AppKit. 4 Codex, OpenCode 1 3,537 tok
sageox/agentx Detect, configure, and extend 14 AI coding agents (Claude Code, Codex, Cursor, Copilot, et 4 Claude Code, Codex, OpenCode 14 580 tok
stilero/bankan The control center for managing many AI coding agents in one simple UI. See every task, e 4 Claude Code, Codex, OpenCode 5 2,315 tok
komiyamma/vscode_extension_commit_message_gene_by_codex Automatic commit message generation. Intended for use with environments such as Antigravit 4 Codex, OpenCode 1 122 tok
quangdang46/looper_rust An autonomous AI development loop for Claude Code, Codex that plans, executes, and iterate 4 Codex, OpenCode 1 539 tok
Hipson47/Hipson Local-first control plane for AI coding agents: one lead, many workers, one ledger of who 4 Claude Code, Codex, OpenCode 2 1,308 tok
fmind/dotfiles fmind.dev AI-driven, CLI-first dotfiles for Linux & macOS — chezmoi + mise, Fish, Neovim, and a cust 4 Claude Code, Codex, OpenCode 4 2,657 tok
r-design-j/tri-party-framework Verifiable Codex + Claude + Gemini collaboration framework with source checks, mutual cros 4 Claude Code, Codex, OpenCode 7 2,169 tok
SeidSmatti/promptPrimer Meta-prompt system for agentic CLIs. Classifies your task, loads domain-specific best prac 4 Claude Code, Codex, Gemini CLI, OpenCode 3 7,731 tok
niuheilong/stock-mcp-server Real-time A-share stock data for AI agents via MCP protocol 4 Codex, OpenCode 1 2,185 tok
omgits0mar/awesome-claude-code-extensions omgits0mar.github.io Searchable index of Claude Code & Codex extensions: plugins, skills, MCP servers, agents, 4 Codex, OpenCode 1 574 tok
newtv-ai/switchboard Self-hosted phone-to-terminal bridge for Claude Code, Codex, and Antigravity. No cloud rel 4 Claude Code, Codex, OpenCode 2 765 tok
pcopu/coco Orchestrate multiple Codex sessions through Telegram. 4 Codex, OpenCode 1 351 tok
45ck/open-genome-agent Local-first DNA and VCF analysis copilot for evidence-bound genomics workflows, confidence 4 Claude Code, Codex, OpenCode 22 1,422 tok
toyamarinyon/giselle giselles.ai Giselle: AI for Agentic Workflows. Human-AI Collaboration. Open Source. 4 Claude Code, Codex, OpenCode 10 3,420 tok
wassemgtk/Open-Minions One-shot, end-to-end coding agents. Unattended agents that turn a task into a pull request 4 Codex, OpenCode 1 253 tok
CarlosAlexandredevv/Nest-boilerplate 4 Codex, Cursor, OpenCode 2 412 tok
MiyaTomono-new/CodeDrawing 4 Codex, OpenCode 1 260 tok
osmanio2/vibe-to-prod From vibe-coded to production-ready 4 Codex, OpenCode 1 1,047 tok
Theia-pro/email-mentor Email Mentor: A multi-AI-tool email organization workflow (translation/classification/dead 4 Claude Code, Codex, OpenCode 2 1,851 tok
0xmariowu/builders-dont-cry Turn AI-written code into shippable products. 4 Claude Code, Codex, OpenCode 12 1,742 tok
realEbi/askCode An AI-powered assistant for Neovim that connects to services like Gemini and Amazon Q to h 4 Claude Code, Codex, OpenCode 2 1,532 tok
rogerSuperBuilderAlpha/hult-cohort-program site-nine-rouge-68.vercel.app Open-source curriculum and platform for the Hult Cohort Developer Program — GitHub-native, 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,400 tok
meta-quest/Meta-Spatial-SDK-Templates The Meta Spatial SDK Templates is a collection of code samples that demonstrate the capabi 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 6 413 tok
runwhen-contrib/codecollection-devtools [Public] RunWhen Codecollection Getting Started Template - Managed by terraform 4 Codex, OpenCode 1 377 tok
ssakone/crossrule Convert editor rules between different AI coding assistants (Cursor, Windsurf, Claude Code 4 Claude Code, Codex, OpenCode 2 908 tok
mytech-today-now/augment-extensions A framework and module library that lets teams maintain coding standards, design systems, 4 Codex, OpenCode 1 4,430 tok
d4551/piratebao PirateBao is a TypeScript/Bun agent-skill package for terse pirate-speak AI coding replies 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 14 795 tok
lxb12123/prompt-pocket lxb12123.github.io Cross-agent prompt pocket: remember your most-used prompts and pick one to run. Works on C 4 Codex, OpenCode 1 170 tok
watarutmnh/tyme-mcp MCP server for Tyme — control the macOS time tracking app through AI assistants 4 Claude Code, Codex, OpenCode 2 1,112 tok
hyperslack/talkto TalkTo — local-first Slack for AI agents 4 Codex, OpenCode 1 3,174 tok
fqmyysjjd/agent-feed Turn AI coding chats into a source-controlled workflow: AGENTS.md, rules, skills, verifica 4 Claude Code, Codex, OpenCode 16 2,011 tok
lidless-labs/mitre-mcp lidless.dev MCP server for the MITRE ATT&CK knowledge base: map alerts to techniques, profile threat g 4 Codex, OpenCode 1 1,139 tok
LAA-Software-Engineering/terfyn A statically analyzable execution platform for nondeterministic programs, with reviewable 4 Claude Code, Codex, Cursor, OpenCode 5 1,121 tok