How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
omznc/olx-mcp MCP server za OLX.ba. Pretraga, objavljivanje i upravljanje oglasima iz Claudea 8 Claude Code 1 723 tok
cesteral/mcp-open-advertising 8 Claude Code, Codex, OpenCode 2 4,017 tok
2sem/davinci-resolve-lite-mcp MCP server to control DaVinci Resolve free (Lite) edition from Claude — runs as a Workspac 8 Claude Code 1 —
Pseudogiant-xr/Pseudolife-MCP Persistent long-term memory for Agents — an MCP server with an associative memory bank, a 8 Claude Code, Codex, OpenCode 6 7,401 tok
Neetx/ai-security-research-radar AI Security Research Radar — AI for security and security for AI 8 Claude Code, Codex, OpenCode 14 3,004 tok
MadaraUchiha-314/the-loop madarauchiha-314.github.io The loop for everything! 8 Claude Code, Codex, OpenCode 3 840 tok
yamadashy/agent-carnet npmjs.com File-based markdown notebook CLI for AI agents — the leather notebook in your jacket pocke 8 Claude Code 1 1,650 tok
ryanzhao1011/workframe A Claude Code workflow framework for product managers: project documentation management an 8 Claude Code 1 1,431 tok
fschmutz/claude-usage-panel fschmutz.github.io See your Claude Code plan usage everywhere: GNOME top bar, macOS menu bar, a status line u 8 Claude Code, Codex 1 10,345 tok
pilotwaffle/TORQCLAW A governed control plane for AI agents — approval before action, budget before spend, rece 8 Claude Code, Codex, OpenCode 6 4,666 tok
FramY2/ctxwise framy2.github.io Multi-agent context firewall, MCP schema tree-shaker, and token budget guard for Claude Co 8 Claude Code, Codex, OpenCode 2 288 tok
Tsinglung-Tseng/ali-mcp An Alibaba ecosystem MCP server for Xianyu (Goofish) and Taobao automation, modeled after 8 Claude Code 1 703 tok
MCKRUZ/claude-code-sdlc Claude Code plugin that orchestrates the full SDLC lifecycle using company-configurable pr 8 Claude Code 1 16,934 tok
vitor-pecanha/pods-and-reels Plugin do Claude Code: transforma gravacoes longas (podcast/live/aula) em clipes verticais 8 Claude Code 1 1,636 tok
Takhoffman/onenote-desktop-agent Free, open-source Claude Code and Codex plugins for controlling the real Windows OneNote d 8 Claude Code, Codex, OpenCode 2 230 tok
atretyak1985/swarmery atretyak1985.github.io Local control plane for Claude Code: see every session, approve permission prompts from on 8 Claude Code 2 3,367 tok
ryan-haver/fusebase-mcp MCP server for Fusebase (formerly Nimbus Note). Tools for AI-powered workspace management 8 Claude Code, Codex, OpenCode 3 2,537 tok
ChrisBrooksbank/uk-parliament-data-mcp pypi.org UK Parliament MCP Server — 209 tools bridging AI assistants with live UK Parliament data ( 8 Claude Code, Codex, OpenCode 3 2,628 tok
AYUSH-148/DB-Explorer-MCP Read-only MCP server for PostgreSQL, MySQL & SQLite. Lets AI assistants (Claude, Cursor, V 8 Claude Code 1 1,809 tok
NeshanMaps/Neshan-MCP 8 Claude Code 1 1,006 tok
nirholas/robinhood-chain-mcp nirholas.github.io MCP servers for Robinhood Chain: read-only data tools plus an opt-in trading server with s 8 Claude Code, Codex, OpenCode 2 532 tok
musharna/plant-genomics-mcp musharna.github.io Plant genomics MCP server — 50+ tools across 23 backends (Ensembl Plants, Phytozome, UniPr 8 Claude Code 1 1,064 tok
dengxuhui/igpsport-mcp pypi.org A local MCP server that brings iGPSport cycling data into LLM clients, with training metri 8 Claude Code 1 2,436 tok
mhenke/john-ousterhout-skills Strategic software design guidelines for AI coding agents. 15 behavioral rules + critique/ 8 Claude Code, Codex, OpenCode 2 2,307 tok
Jwrede/llmprobe bench.jonathanwrede.de Synthetic monitoring and CI smoke tests for LLM inference endpoints. 8 Claude Code 1 —
sentimony/skills 8 Claude Code, Codex, OpenCode 2 1,002 tok
netique/overleaf-mcp 8 Claude Code 1 2,266 tok
nirholas/x402-mcp-commerce nirholas.github.io MCP server that gives agents commerce tools, each call paying an upstream x402 endpoint in 8 Claude Code, Codex, OpenCode 2 519 tok
Rufus011/CMP-server_Pocket-option-2026 Async client + MCP server that lets AI assistants (Claude, GPT, Grok) trade on PocketOptio 8 Claude Code 1 699 tok
Quidli/connect-mcp connect.quid.li MCP server for agent identity & reputation: resolve social handles to wallet addresses, sc 8 Claude Code, Codex 1 —
liquefy-ui/liquefy-ui liquefy-ui.com Liquid Glass UI components for React — real WebGL edge refraction, jelly springs, and acce 8 Claude Code 1 586 tok
athitupakan/garmin-dev-skills Claude Code skill for building, running & packaging Garmin Connect IQ apps on Windows/macO 8 Claude Code 1 1,555 tok
OpenAnalystInc/10x-Team AI-powered marketing automation toolkit built on Claude Code subagent orchestration. Auton 8 Claude Code 7 —
stanley-projects/Insomnia stanley-projects.github.io Keep your PC awake when it matters — smart sleep prevention for Windows 8 Claude Code 1 4,997 tok
jinglonglong/springgraph jinglonglong.github.io Spring Cloud code knowledge graph and MCP server for AI coding agents 8 Claude Code 1 8,257 tok
iamwaqargulzar/Marketing-Agent-OS Universal, cross-platform marketing agent skill system with 238 skills for SEO, GEO, AEO, 8 Claude Code, Codex, OpenCode 2 263 tok
s977043/river-review river-review.the3396.com Turn reviews into organizational decision assets. Review Judgment as Code for AI-assisted 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 10 7,924 tok
open-edge-platform/skills Repository for Open Edge Platform Agent Skills 8 Claude Code, Codex 42 —
Netcracker/qubership-ai-packages 8 Claude Code, Codex 9 —
xsourabhsharma/remotion-marketing-video-skill Agent skill for creating premium Remotion marketing videos product demos, SaaS promos, mot 8 Claude Code 1 200 tok
dsvi-b/corretor-enem Corretor de redação ENEM (5 competências) agnóstico de agent, calibrado em 11.147 redações 8 Claude Code, Codex, OpenCode 3 1,416 tok
chemrich/cabineteer Parametric cabinet design toolkit with MCP server — cutlist, evaluation, and 3D visualizat 8 Claude Code 2 17,505 tok
headlinearena/headlinearena-agent-plugin headlinearena.com Skills for integrating AI agents with HeadlineArena 8 Claude Code, Codex, OpenCode 2 1,536 tok
lab-dados/juscraper-mcp Servidor MCP público do juscraper — consultas a tribunais brasileiros sem autenticação 8 Claude Code 1 670 tok
Vollkorn-Games/godot-mcp MCP server for Godot — tools for scene building, scripting, interactive game control, stat 8 Claude Code, Codex 4 936 tok
timncox/squarespace-mcp Let AI agents manage your Squarespace websites — menus, pages, blog posts, products, image 8 Claude Code 4 2,902 tok
Liyux3/scholar-mcp liyux3.github.io MCP server aggregating academic search sources into one unified interface for research age 8 Claude Code, Codex, Gemini CLI, OpenCode 3 648 tok
ardennguyen/zalo-mcp Zalo MCP Server for zalo-agent-cli 8 Claude Code, Codex, OpenCode 2 2,094 tok
PyModel/claude-agy-mcp npmjs.com MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI (agy) — purpo 8 Claude Code 1 535 tok
anvilnine/artifacts Self-hosted artifact publishing. POST HTML/JSX/Markdown/zip, get an unguessable public URL 8 Claude Code 2 497 tok