How real projects configure their agents

1,737 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
CSOAI-ORG/docker-helper-ai-mcp meok.ai Docker Helper MCP — automation tooling for docker helper. MIT. 0 Cursor 1 74 tok
CSOAI-ORG/education-ai-mcp meok.ai MEOK AI Labs MCP Server 0 Cursor 1 79 tok
CSOAI-ORG/hash-utils-ai-mcp meok.ai Hash Utils MCP — automation tooling for hash utils. MIT. 0 Cursor 1 76 tok
CSOAI-ORG/hydration-reminder-ai-mcp meok.ai Hydration tracking and reminders by MEOK AI Labs. 0 Cursor 1 83 tok
CSOAI-ORG/inventory-management-ai-mcp meok.ai Stock control toolkit: reorder points, demand forecasting, SKU optimization, warehouse lay 0 Cursor 1 76 tok
CSOAI-ORG/legal-document-ai-mcp meok.ai Legal document toolkit: NDA generation, contract clause explanation, legal term definition 0 Cursor 1 78 tok
CSOAI-ORG/marketing-analytics-ai-mcp meok.ai Marketing analytics toolkit: campaign ROI, A/B test analysis, funnel optimization, attribu 0 Cursor 1 80 tok
CSOAI-ORG/csoai-cra-annex-iv-classifier-mcp EU CRA (Cyber Resilience Act, Reg 2024/2847) Annex IV classifier — 9-category essential se 0 Cursor 1 116 tok
CSOAI-ORG/mortgage-calculator-ai-mcp meok.ai Calculate mortgage payments, compare rates, generate amortization schedules, and check aff 0 Cursor 1 77 tok
CSOAI-ORG/note-taking-ai-mcp meok.ai Note-taking MCP — structured notes, tagging, search, export (Markdown/PDF), knowledge base 0 Cursor 1 72 tok
CSOAI-ORG/owasp-agentic-mcp OWASP Top 10 for Agentic AI security MCP server — prompt injection detection, tool poisoni 0 Cursor 1 98 tok
CSOAI-ORG/personal-finance-ai-mcp meok.ai Personal finance MCP — net worth tracking, investment allocation, expense categorisation, 0 Cursor 1 82 tok
CSOAI-ORG/qr-code-ai-mcp meok.ai QR code generator MCP — URL, WiFi, vCard, calendar events. Custom styling, error correctio 0 Cursor 1 83 tok
CSOAI-ORG/regulatory-webhook-mcp Regulatory Webhook MCP server. Council of AI. 0 Cursor 1 74 tok
CSOAI-ORG/test-case-generator-ai-mcp meok.ai Test case generation and coverage analysis by MEOK AI Labs. 0 Cursor 1 94 tok
CSOAI-ORG/uuid-ai-mcp meok.ai UUID, ULID, and NanoID generation by MEOK AI Labs. 0 Cursor 1 90 tok
CSOAI-ORG/webhook-ai-mcp meok.ai Webhook management and debugging. Validate signatures, log events, replay, and analyze web 0 Cursor 1 104 tok
CSOAI-ORG/geolocation-ai-mcp meok.ai MEOK AI Labs — IP geolocation, distance calculation, and coordinate operations. 0 Cursor 1 78 tok
Brush-Bot/mcp-server-blockchain mcp server for blockchain 0 Cursor 1 404 tok
mikec-naitive/nAItive_Cloudflare_MCP MCP client repository for Cloudflare services integration with Cursor/GitHub - enables nat 0 Cursor 1 2,241 tok
263311487-ux/falsify 263311487-ux.github.io The scientific thinking protocol for AI agents — falsify before you believe. 5-stage falsi 0 Claude Code, Codex, Cursor, OpenCode 3 280 tok
obaid/resemble-mcp 0 Cursor 1 635 tok
worksona/-worksona-mcp-server worksona agents mcp server for claude desktop 0 Claude Code, Cursor 1
jerkovicl/flights-mcp 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,787 tok
xiaohui/mcp_reminder 0 Cursor 1 482 tok
moonlitknight/mcp1template a clone of the mcp typescript template 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,787 tok
omd0/srt-mcp 0 Claude Code, Codex, Cursor, OpenCode 4 143 tok
Nebhg/sql-server-mcp 0 Cursor 1 16 tok
Skeyelab/directus-mcp-server 0 GitHub Copilot, Cursor 2 2,939 tok
maanasa-s-5539/CrashPoint-IOS-MCP 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,084 tok
nguyendat-lhd/notebypine-mcp 0 Cursor 1 1,419 tok
OriShmila/youtube-mcp-server 0 Cursor 1 1,889 tok
SahilSheikh12299/codegraph-mcp 0 Cursor 1 994 tok
Matthew123003/ServiceNow_MCP_Server MCP Server for ServiceNow 0 Cursor 1 660 tok
Santiagociroc11/Dynamis-mcp 0 Claude Code, Cursor 8
zhengziha/ELK-mcp-server 0 Cursor 1
Axcient/public-gateway-mcp An MCP for ax-public-gateway 0 Claude Code, Codex, Cursor, OpenCode 2 970 tok