How real projects configure their agents

1,730 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703

All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70

Project Stars Configures Files Always loaded
CSOAI-ORG/slack-enterprise-mcp meok.ai Slack Enterprise MCP — automation tooling for slack enterprise. MIT. 0 Cursor 1 73 tok
CSOAI-ORG/sleep-tracker-ai-mcp meok.ai Track sleep duration and quality, analyse patterns, and get personalised sleep recommendat 0 Cursor 1 77 tok
CSOAI-ORG/slugify-ai-mcp meok.ai URL slug generation and text normalization. Slugify, deslugify, batch process, and generat 0 Cursor 1 75 tok
CSOAI-ORG/soc2-compliance-ai-mcp meok.ai SOC 2 Type II compliance MCP — Trust Service Criteria audit, access review, change managem 0 Cursor 1 93 tok
CSOAI-ORG/social-media-ai-mcp meok.ai Social Media MCP — automation tooling for social media. MIT. 0 Cursor 1 80 tok
CSOAI-ORG/stock-analyzer-ai-mcp meok.ai Analyze stocks with financial ratios, comparisons, and sector performance data. 0 Cursor 1 94 tok
CSOAI-ORG/string-utils-ai-mcp meok.ai String Utils MCP — automation tooling for string utils. MIT. 0 Cursor 1 84 tok
CSOAI-ORG/stripe-billing-mcp meok.ai MEOK AI Labs MCP Server 0 Cursor 1 87 tok
CSOAI-ORG/subscription-tracker-ai-mcp meok.ai Track SaaS subscriptions, renewal dates, spending, and find duplicate services. By MEOK AI 0 Cursor 1 101 tok
CSOAI-ORG/summarizer-ai-mcp meok.ai Text summarization and extraction by MEOK AI Labs. 0 Cursor 1 89 tok
CSOAI-ORG/supply-chain-mcp Supply Chain MCP server. Council of AI. 0 Cursor 1 86 tok
CSOAI-ORG/survey-builder-ai-mcp meok.ai Create surveys, validate questions, collect responses, and generate analysis reports. 0 Cursor 1 90 tok
CSOAI-ORG/tax-calculator-ai-mcp meok.ai Calculate income tax (UK/US brackets), EU VAT, UK corporation tax, and capital gains tax. 0 Cursor 1 120 tok
CSOAI-ORG/text-stats-ai-mcp meok.ai Text Stats MCP — automation tooling for text stats. MIT. 0 Cursor 1 84 tok
CSOAI-ORG/time-tracker-ai-mcp meok.ai Track work time with start/stop timers, log entries, and generate reports. By MEOK AI Labs 0 Cursor 1 99 tok
CSOAI-ORG/tone-rewriter-ai-mcp meok.ai Text tone analysis and rewriting. Analyze, transform, and match text tone for professional 0 Cursor 1 113 tok
CSOAI-ORG/translation-ai-mcp meok.ai translation-ai-mcp MCP — AI-powered automation tool. MIT. 0 Cursor 1 80 tok
CSOAI-ORG/translator-pro-ai-mcp meok.ai Translation and language tools by MEOK AI Labs. 0 Cursor 1 86 tok
CSOAI-ORG/trust-chain-mcp Trust Chain MCP server. Council of AI. 0 Cursor 1 92 tok
CSOAI-ORG/uk-ai-act-mcp UK AI Bill compliance MCP — AI regulation tracking, risk classification, impact assessment 0 Cursor 1 98 tok
CSOAI-ORG/uk-ai-bill-compliance-mcp meok.ai UK AI Bill 2026 → AI governance. 5 principles framework. Part of the CSOAI Layer-0: 8 prot 0 Cursor 1 202 tok
CSOAI-ORG/unit-converter-ai-mcp meok.ai Unit Converter MCP — automation tooling for unit converter. MIT. 0 Cursor 1 85 tok
CSOAI-ORG/url-ai-mcp meok.ai url-ai-mcp MCP — AI-powered automation tool. MIT. 0 Cursor 1 80 tok
CSOAI-ORG/validator-ai-mcp meok.ai Validate JSON against schemas, check email deliverability, verify URLs, assess data qualit 0 Cursor 1 106 tok
CSOAI-ORG/vector-knowledge-graph-mcp MEOK AI Labs MCP Server 0 Cursor 1 95 tok
CSOAI-ORG/video-editing-ai-mcp meok.ai AI-powered video editing toolkit: scene splitting, subtitle generation, thumbnail planning 0 Cursor 1 90 tok
CSOAI-ORG/watermarking-authenticity-mcp meok.ai EU AI Act Art.50 watermarking + C2PA 2.1. 2 Dec 2026 deadline. Part of the CSOAI Layer-0: 0 Cursor 1 203 tok
CSOAI-ORG/weather-ai-mcp meok.ai weather-ai-mcp MCP — AI-powered automation tool. MIT. 0 Cursor 1 89 tok
CSOAI-ORG/web-research-mcp meok.ai Web search and browser automation toolkit: DuckDuckGo search, page extraction, screenshots 0 Cursor 1 85 tok
CSOAI-ORG/workout-planner-ai-mcp meok.ai Create workout plans, track progress, suggest exercises, and calculate training volume. 0 Cursor 1 94 tok
CSOAI-ORG/writing-assistant-ai-mcp meok.ai Content writing toolkit: headline generation, readability scoring, tone analysis, outline 0 Cursor 1 87 tok
CSOAI-ORG/yaml-ai-mcp meok.ai 6AMLD + UK MLR 2017 + FinCEN AML/CFT compliance MCP — customer due diligence, transaction 0 Cursor 1 78 tok
CSOAI-ORG/security-scanner-ai-mcp meok.ai Security scanning MCP — vulnerability assessment, SAST, DAST, dependency checking, SBOM an 0 Cursor 1 85 tok
Cipher208/a-memory cipher208.github.io a-memory: 4-tier AI agent memory in plain SQLite — 5 MCP primitives, hybrid FTS5+binary se 0 Cursor, Windsurf 2 484 tok
Edison-Watch/sealgate-mcp 🦭 SealGate MCP 0 Claude Code, Codex, Cursor, OpenCode 12 1,367 tok
algorerthym/agent-help-desk agentscommons.io A help desk for agents, staffed by agents, plus a read-only human observatory. 0 Cursor 1
benmilne-com/agents Agent discovery configuration and developer resources for benmilne.com 0 Claude Code, Codex, Cursor, OpenCode 3 725 tok
brnbtech770/blocktrust blocktrust-mvp.vercel.app 0 Claude Code, Cursor 2 7,958 tok
claire-gong-18/awesome-cursorrules 📄 Configuration files that enhance Cursor AI editor experience with custom rules and beh 0 Cursor 1 816 tok
dbwls99706/deadends.dev deadends.dev Structured failure knowledge infrastructure for AI agents — dead ends, workarounds, and er 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 5,533 tok
leocelis/ivd Intent-Verified Development — A framework for the AI Agents era 0 Cursor 1 5,133 tok
lucyfox199818-collab/codex-binance-agent Terminal MCP for crypto trading 0 Codex, Cursor, OpenCode 4 516 tok
soulmaten7/potal potal-x1vl.vercel.app 0 Claude Code, Cursor 5 15,509 tok
vaibhavmule/aft.page Hosted deploy + share for agent-built small software (*.aft.page) 0 Claude Code, Cursor 1
lolay/nowline nowline.io Roadmaps as code. For everyone. 0 Claude Code, Codex, Cursor, OpenCode 2 3,258 tok
dazzaji/mcp-hello primative multi-agent modular initialization capability prototype 0 Cursor 1 33 tok
jango-blockchained/personal-mcp-server A comprehensive TypeScript implementation of the Model Context Protocol (MCP) server with 0 Cursor 1 1,130 tok
RingoTC/MCP-pptr A pptr mcp server for better cursor 0 Cursor 1 27 tok
yagomp/seoagent Agent-first SEO toolkit — keyword research, rank tracking, site audits, competitor analysi 0 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,451 tok
CSOAI-ORG/sovereign-self-healing-mcp Self-healing infrastructure MCP — anomaly detection, auto-remediation, rollback, health ch 0 Cursor 1 85 tok