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
aryaminus/socials-assistant deploy.workers.cloudflare.com MCP server + agent skills for social media creators — TikTok/Instagram/Facebook/YouTube an 0 Claude Code, Codex, OpenCode 2 2,634 tok
vinilana/nf-mcp 0 Claude Code, Codex, OpenCode 3 260 tok
SDK-E/mailbox Local development mail sink — SMTP catcher with HTTP API, inbox UI, CLI and MCP server 0 Codex, OpenCode 1 555 tok
moosin76/windows-scoped-remote-mcp-server wsr.ezcode.kr 0 Codex, OpenCode 1 3,268 tok
sentania-labs/vcf-mcp Governed multi-backend MCP appliance for VMware Cloud Foundation 0 Claude Code, Codex, OpenCode 2 2,922 tok
deuriib/mcp-gateway Aggregate multiple MCP servers behind a single HTTP/SSE endpoint with Code Mode — reducing 0 Codex, OpenCode 1 4,465 tok
kristianeboe/outsite-mcp outsite-mcp.kristianeboe.me Unofficial read-only MCP for Outsite availability, rates, and room calendars 0 Codex, OpenCode 1 243 tok
bulychauPI/shop-db-mcp 0 Claude Code, Codex, OpenCode 2 1,320 tok
ylty1516/ase-deliver ylty1516.github.io Any AI to production Aseprite game art. CLI + MCP compiler for .aseprite sprites, sheets, 0 Claude Code, Codex, OpenCode 2 1,015 tok
zbrkic/godot-mcp 0 Claude Code, Codex, Gemini CLI, OpenCode 3 535 tok
echoomegaprime/echo-credential-broker Echo Vault credential broker MCP — agents may USE credentials, never READ them. Install fo 0 Claude Code, Codex, OpenCode 2 4,960 tok
kalala252/asm-mcp-server MCP server for evidence-backed passive attack-surface research 0 Codex, OpenCode 1 113 tok
tbaraniuk/arxiv-agent-mcp 0 Claude Code, Codex, OpenCode 2 1,462 tok
AI1379/mihoyo-mcp MCP server for Miyoushe / HoYoLAB — QR login, encrypted credential vault, daily notes & al 0 Codex, OpenCode 1 1,763 tok
bebebebebebebebebebebebebebebe/mcp-examples 0 Claude Code, Codex, OpenCode 8 673 tok
kyle-nelson-berkeley/runpod-mcp 0 Claude Code, Codex, OpenCode 2 3,143 tok
publicala/ebooksdepository-agent ebooksdepository.com Official EbooksDepository agent skill, MCP config, and Agent Plugin manifest 0 Codex, OpenCode 1 222 tok
cuishihui66/coding-tools-mcp coding-tools-mcp 0 Codex, OpenCode 6 1,072 tok
ivanprytula/cv-rest-mcp-server 0 Claude Code, Codex, OpenCode 3 12,386 tok
foxfirecodes/marker-watch-mcp an mcp server that watches for start/stop markers in long running watch-mode commands and 0 Codex, OpenCode 1 25 tok
chi-qhsun/Codex-Semantic-Review Local MCP server for auditable, plan-linked Git commit review views 0 Codex, OpenCode 2 347 tok
slavamirgit/shop-mcp Read-only MCP server for analytics over a SQLite shop database. 0 Claude Code, Codex, OpenCode 2 737 tok
fedroraddict/rango Rango — Chameleon Ultra AI Copilot: MCP server + agent skills + offline dump analyzer on t 0 Codex, OpenCode 1 984 tok
jommar/memory-mcp 0 Codex, OpenCode 1 625 tok
renoelis/flow-codeblock-mcp Flow Codeblock stdio MCP Server and Codex Plugin 0 Codex, OpenCode 1 328 tok
jedikim/storyai A narrative knowledge graph and MCP server for long-form fiction continuity. 0 Claude Code, Codex, OpenCode 2 756 tok
Toligrim/Letopis-mcp Летопись (Letopis) engine + thin MCP server on top — Telegram chat archive & smart search 0 Claude Code, Codex, OpenCode 2 2,201 tok
eustin/mcp-server-orchestrate Stop AI agents from hallucinating task completion. MCP server enforcing state integrity, v 0 Codex, OpenCode 1 764 tok
swami8791/smart-fhir-mcp SMART on FHIR MCP v1. Public synthetic FHIR R4 sandbox only. 0 Codex, OpenCode 1 356 tok
Totopolis/laws Laws and codes, MCP, CLI, qwen3-emb-onnx 0 Claude Code, Codex, OpenCode 4 1,940 tok
jaksa-v/mcp-lab 0 Claude Code, Codex, OpenCode 10 2,605 tok
allen-n/dailybot-mcp An MCP wrapper of the dailybot CLI to allow MCP tools (i.e. littlebird.ai) to access it. 0 Codex, OpenCode 1 258 tok
Builderstar/youtube-music-cli-mcp-fork Unofficial involvex/youtube-music-cli fork adding a local stdio MCP server; not affiliated 0 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 6,513 tok
keepkalm/rapbattle Agent vs agent rap battles on Cloudflare — MCP server with TTS, reactions, and leaderboard 0 Codex, OpenCode 1 521 tok
jirathip-dev/morsel morsel-authorize-ui.vercel.app MCP-first, camera-first food tracker — data store + dashboard + agent skill. Your AI fills 0 Claude Code, Codex, OpenCode 2 389 tok
DrewMauldin/AI-Cloud-Memory cloud-memory.drewsdigest.com Self-hosted shared memory, project board and roadmap for AI clients on Cloudflare and GitH 0 Codex, OpenCode 1 129 tok
Glebsky/notion-mcp Notion mcp for Agent codding. 0 Codex, OpenCode 1 3,678 tok
henryhyw/slidecraft Agent-native framework for editable PowerPoint generation and reconstruction 0 Codex, OpenCode 1 259 tok
hspanteon/timeline-mcp fetch panteon timeline task 0 Claude Code, Codex, OpenCode 5 7,946 tok
lswith/imap-mcp An MCP for IMAP running on cloudflare 0 Claude Code, Codex, OpenCode 21 3,258 tok
jacksonxbxt/founders-transcript-archive Local-first Founders podcast transcript archive with hybrid retrieval, MCP, and agent tool 0 Codex, OpenCode 1 195 tok
bradheitmann/mister-clean bradheitmann.ai Pay repository completion debt and leave a successor-ready codebase. 0 Codex, OpenCode 1 417 tok
ac0033/agent-memory Agent long-term memory infrastructure: a desensitization → distillation → reconciliation a 0 Codex, OpenCode 1 6,539 tok
ast0815/elog-mcp An MCP and OpenAPI server to provide an agent access to an ELOG 0 Codex, OpenCode 1 790 tok
timeaissr/datetime-mcp-server 0 Claude Code, Codex, OpenCode 1 —
xuzhougeng/svg-editor xuzhougeng.github.io AI-native SVG editor MCP App for Claude Science and Wisp Science. Open matplotlib/ggplot s 0 Codex, OpenCode 1 231 tok
naer-lily/reference-search-mcp 0 Codex, OpenCode 1 1,809 tok
stufently/bing-webmaster-mcp MCP server and CLI for Bing Webmaster Tools: search performance, indexing status, sitemaps 0 Codex, OpenCode 1 779 tok
katekruger/instantly-mcp pypi.org MCP server for the Instantly.ai v2 API — analytics, leads, campaigns, Unibox, sender accou 0 Claude Code, Codex, OpenCode 2 2,970 tok
Dream22180971/wise-council-mcp Think Tank MCP — a board meeting spanning 2,500 years across East and West. Ask about your 0 Codex, OpenCode 1 269 tok