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
klauern/mcp-ynab 6 Claude Code, Codex, OpenCode 5 1,353 tok
aj-geddes/fastfs-mcp faster filesystem and git operations in a single MCP server - Docker - 6 Claude Code 1 815 tok
chadru/assessor-lookup-public API-first county assessor record lookup, MLS discrepancy checks, and a local MCP server fo 6 Claude Code, Codex, OpenCode 9 7,714 tok
DunkelCloud/ToolMesh toolmesh.io Self-hosted MCP gateway with authorization, credential injection, audit logging, and outpu 6 Claude Code 1 1,409 tok
sawa-zen/sound-effects-mcp 6 Claude Code 1 533 tok
TCoder920/open-legal-compliance-mcp Model Context Protocol server for legal compliance analysis using free/open government API 6 Claude Code, Cursor 4 —
SidneyBissoli/senado-br-mcp-cloudflare senado.sidneybissoli.com Hosted MCP server for the Brazilian Federal Senate on Cloudflare Workers — 66 tools, 4 pro 6 Claude Code 2 6,371 tok
TANTIOPE/datadog-mcp-server MCP server providing AI assistants with full Datadog observability access. 6 Claude Code 1 910 tok
AgentsKit-io/agentskit-registry registry.agentskit.io Ready-to-use AI agents for AgentsKit — shadcn-style: copy the source into your project. re 6 Claude Code, Codex, OpenCode 2 611 tok
Fr4nZ82/mwe-mcp Persistent, structured memory for AI agents — a human-readable Markdown wiki, multi-user w 6 Claude Code 1 3,338 tok
aaronsb/salesforce-cloud MCP server providing AI-powered Salesforce tools for opportunity intelligence, conversatio 6 Claude Code 1 196 tok
goklab/guardvibe guardvibe.dev Security infrastructure your AI can't be — deterministic, daily CVE intel past your model' 6 Claude Code 1 597 tok
senoff/xlsx-for-ai xlsx-for-ai.dev MCP server + CLI giving AI agents 50 spreadsheet tools for .xlsx — live-recalc formulas (o 6 Claude Code 1 1,368 tok
mspstack/mcp-itglue MCP server for IT Glue — semantic search, documents, and flexible assets for MSPs 6 Claude Code 1 1,259 tok
mspstack/mcp-connectwise-psa MCP server for ConnectWise PSA — tickets, time, dispatch, companies, and invoicing for MSP 6 Claude Code 1 3,725 tok
vincentwongso/mt5-trading-mcp engineering.fintrixmarkets.com MCP server wrapping the MetaTrader 5 Python library, read market data, watch your trades, 6 Claude Code 2 —
cherninlab/ennodia ennodia.cherninlab.com Connects the AI agents you use: your agent hands a task to another and gets the answer bac 6 Claude Code, Codex, OpenCode 3 153 tok
dynamitecircle/dc dynamitecircle.com The official Python client for the Dynamite Circle Member API — your own profile, trips, e 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 3,269 tok
mockzilla/mockzilla-mcp mockzilla.org MCP server for Mockzilla. Let Claude Code, Cursor, and Gemini CLI install Mockzilla, inspe 6 Claude Code 1 3,210 tok
Vit129/agy-plugin-cc Claude Code plugin for Google's Antigravity (agy) CLI — job tracking, background execution 6 Claude Code, Codex, OpenCode 3 815 tok
gabelul/pixeltamer-gpt-image-skill Image generation skill for Claude Code, Codex CLI, OpenCode, Cursor and 50+ AI coding agen 6 Claude Code 1 2,707 tok
sandraschi/sandraschi Reactivated software engineer in Vienna building a fleet of 100+ MCP servers and DIY robot 6 Claude Code, Codex, OpenCode 2 254 tok
tkmawarire/sql-sentinel SQL Sentinel is a modern SQL Server monitoring MCP server powered by Extended Events. 6 Claude Code 1 944 tok
Gunnarguy/PlaudBlender Self-hosted Plaud recording pipeline: SQLite and Qdrant timeline, Gemini processing, MCP s 6 Claude Code, GitHub Copilot 4 2,814 tok
TongilKim/ClauTunnel npmjs.com 📱 Remote control for Claude Code CLI from your mobile device. Monitor and send inputs to 6 Claude Code 2 879 tok
framara/app-store-screenshots-skill Claude Code skill for localized, caption-framed App Store screenshots (iPhone + iPad): sim 6 Claude Code 1 517 tok
Kurogoma4D/claude-code-server npmjs.com A WebSocket server that provides a web interface for executing Claude Code CLI commands re 6 Claude Code 1 815 tok
NafeesMansoor/CodeCortex CodeCortex is an adaptive semantic intelligence engine for large-scale code understanding. 6 Claude Code 6 —
mironmax/claudecode-plugins Knowledge graph memory for Claude Code and Codex CLI — persistent nodes, typed edges, reca 6 Claude Code 1 —
muckybuzzwoo/claude-code-youtube-extract buzzwoo.de Turn any YouTube video into a searchable Markdown file with structured summary, chapter-al 6 Claude Code 1 3,924 tok
pleasedodisturb/llm-safe-haven One-liner for AI solo developers to fasten the security bolts on their systems 6 Claude Code, Codex, OpenCode 2 2,287 tok
nestr-dev/nestr-mcp MCP server for connecting AI assistants to Nestr 6 Claude Code 1 6,359 tok
Mr-AK-AI/agent-office Terminal-native delegation for local CLI agents. Launch and message real agents in isolate 6 Claude Code, Codex, OpenCode 2 57 tok
winoooops/herdr-agent-watcher Coding-agent observability for Herdr: live sidebar cards, lifecycle notifications, and a z 6 Claude Code, Codex, OpenCode 2 4,894 tok
carlosduplar/claude-code-optimizer PowerShell and Bash scripts to optimize Claude Code usage: keeps prompt cache warm, prepro 6 Claude Code 1 271 tok
ituzov/ituzov-gearbox A gearbox for Claude Code: pull the lever to switch models. tmux + vanilla JS, zero deps 6 Claude Code 1 437 tok
Proxy2021/Enso A self-hosted AI organization — scans your digital life, infers your goals, staffs expert 6 Claude Code 4 11,646 tok
pitimon/claude-cybersecurity-skill Claude Code plugin — 18 cybersecurity domains: IR, DFIR, DevSecOps, SOC, Code Security, Co 6 Claude Code 1 1,816 tok
anvanster/tempera MemRL: MCP Server for Self-Evolving Agents via Reinforcement Learning on Episodic Memory 6 Claude Code 1 652 tok
jlevy/supply-chain-hardening Supply-chain payloads run at install, import, or repo-open time. Copy-pasteable hardening 6 Claude Code, Codex, OpenCode 6 1,947 tok
Z-M-Huang/cc-proficiency Generate a proficiency badge for your Claude Code usage — rule-based scoring engine with 5 6 Claude Code 2 354 tok
adityawrk/analytics-with-claude-code The definitive guide to using Claude Code for analytics. Production-ready skills, agents, 6 Claude Code 20 1,648 tok
OpenAEC-Foundation/OpenAEC-Workspace-Composer Desktop app (Tauri 2 + SolidJS) to compose Claude Code workspaces with curated skill packa 6 Claude Code 1 645 tok
skymanbp/sci-paper Claude Code plugin for scientific paper writing, source-traced review, and de-AI rewriting 6 Claude Code 1 900 tok
addicted2crypto/DCGP Context governance kernel for LLM agents. Predicts entropy, blocks hallucinations. Pairs w 6 Claude Code, Codex, OpenCode 2 3,610 tok
zaingz/coding-quality-loop Portable Agent Skill for small, verified coding-agent changes 6 Claude Code 4 —
HelgeSverre/claude-plan-viewer claudeplans.dev Browse, search, and read your Claude Code plans in a clean web UI 6 Claude Code 2 935 tok
artanov/molvi molvi.tech Local voice dictation for Windows: push-to-talk, Whisper on your GPU, no subscriptions 6 Claude Code 1 966 tok
thanhtung2693/specgate thanhtung2693.github.io Governed handoff and evidence verification for AI coding agents. 6 Claude Code, Codex, OpenCode 2 2,246 tok
guoleizhen717/solidworks-api-skill Claude Code Skill: SolidWorks 2023 API coding assistant — COM automation patterns, cutterh 6 Claude Code 1 205 tok