31,993 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742
All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| iamsecure1920/Cordon-AI Agentic VAPT orchestrator. Drives ~60 open-source security engines through a custom MCP se | 0 | Claude Code | 1 | 2,150 tok |
| pranav-v-k/test-for-mcp | 0 | Claude Code, Codex | 5 | — |
| Vibewatch-io/vibewatch-mcp Connect any MCP client to your Vibewatch community-sentiment data — stdio bridge for Buzz | 0 | Claude Code | 2 | — |
| josemsantiago/qb-ai-toolkit A small, safety-first toolkit for working with Quickbase using AI assistants: a read-only | 0 | Claude Code | 1 | 1,561 tok |
| mdtasleem2002-omar/tradingview-mcp tradingview-mcp | 0 | Claude Code | 1 | 1,873 tok |
| dbtlr/artifacts Persistent links for agent-generated Markdown, HTML, and text via MCP. | 0 | Claude Code, Codex, OpenCode | 2 | 66 tok |
| leandro-santos-abreu/MultiGmailMCP A MCP to allow multiple Gmails at once on Claude. | 0 | Claude Code | 1 | 1,834 tok |
| kschroeder/live-markdown-mcp Live markdown preview for LLM agents. The agent calls one tool when a markdown file comes | 0 | Claude Code, Codex, OpenCode | 2 | 225 tok |
| prince-rai88/aegis-mcp | 0 | Claude Code, Codex | 5 | — |
| jitheshb83/jb_gateway_mcp Gateway mcp for all authentication and connectivity for AI agents | 0 | Claude Code | 2 | 2,510 tok |
| miguelcc06/front-design-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1,010 tok |
| marianasmall/mariana-outlook-mcp Safety-first MCP server for Outlook Mail, Calendar & Contacts (Microsoft Graph) — drafts-o | 0 | Claude Code, Codex, OpenCode | 2 | 556 tok |
| LesterAJohn/jumpcloud-mcp | 0 | Claude Code | 1 | — |
| Syntax753/synkb A runnable reference architecture for governed enterprise AI - every AI action policy-chec | 0 | Claude Code | 3 | 983 tok |
| Mohith535/nitrowatch Governance layer for MCP - risk-tiered tool permissions, earned autonomy, and audit trail | 0 | Claude Code, Codex | 5 | — |
| sharko99/relay A keyboard-first, open-source API client. Sleek, local-first, MCP-native. | 0 | Claude Code | 1 | 4,335 tok |
| Mohith535/nitrowatch-billing-demo Intentionally ungoverned MCP server - the demo target for NitroWatch | 0 | Claude Code, Codex | 5 | — |
| naka-koma/local-llm-mcp | 0 | Claude Code | 9 | 2,102 tok |
| ionfwsrijan/FollowThrough The MCP agent that remembers what everyone promised — so nothing quietly dies. | 0 | Claude Code, Codex | 5 | — |
| dawnmcp/DawnMCP-1 DawnMCP is a local, privacy-first MCP server that gives AI coding assistants deep codebase | 0 | Claude Code, Codex | 5 | — |
| ShinChven/finance-mcp-server | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,118 tok |
| ShahzaadAhmed/MCP_project FinPilot AI is an MCP server transforming LLMs into autonomous equity research analysts. I | 0 | Claude Code, Codex | 5 | — |
| 54334-bit/anki_mcp_server A mcp server for Anki | 0 | Claude Code | 1 | 4,236 tok |
| AryanPROOO/industry4-mcp | 0 | Claude Code, Codex | 5 | — |
| angelOnly/DavinciVideoMcp | 0 | Claude Code, Codex, OpenCode | 7 | 1,096 tok |
| lexasanych1984-ux/tradingview-mcp tradingview-mcp | 0 | Claude Code | 1 | 1,873 tok |
| ameghcoder/e-commerce-mcp Demo MCP server for e-commerce delay order diagnosis support questions. | 0 | Claude Code | 1 | 1,132 tok |
| grodgers1-ctrl/kinky_link linklight-beige.vercel.app link test repo | 0 | Claude Code, Codex, OpenCode | 2 | 443 tok |
| kaushikhazra/synaptra Biologically-inspired agent memory as an MCP server — decay, consolidation, and multi-stra | 0 | Claude Code | 1 | 2,145 tok |
| cogniziocompany/agentic-remote-pc Turn any PC — Windows or Linux — into a secure, agent-controllable workstation. One authe | 0 | Claude Code, Codex, OpenCode | 2 | 3,054 tok |
| dataterminals/VesktopClaudeBridge Read your Discord from Claude Code - an Equicord/Vencord userplugin plus a local MCP sidec | 0 | Claude Code | 2 | — |
| LesterAJohn/forcepointDLP-mcp | 0 | Claude Code | 1 | — |
| LesterAJohn/forcepointDSC-mcp | 0 | Claude Code | 1 | — |
| hlucent/seoul-air-quality-mcp An MCP (Model Context Protocol) server that allows AI such as Claude to access Seoul's pub | 0 | Claude Code | 1 | 2,275 tok |
| jhoy1020/garmin-coach-mcp | 0 | Claude Code, Codex, OpenCode | 6 | 2,194 tok |
| 42tahara/jgrants-mcp An MCP server for the Digital Agency's J-Grants public API — search for grants from Claude | 0 | Claude Code | 1 | 2,912 tok |
| chadramos/motion-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| capnkeith/one-world-montessori OWM Drive - versioned MCP/CLI tools framework over Google Workspace for One World Montesso | 0 | Claude Code | 1 | 210 tok |
| huebilp/motion-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| appscaptain/mcp-gsc-readonly Pinned read-only Google Search Console MCP for MetaMCP | 0 | Claude Code | 1 | 725 tok |
| smm-h/browserbuddy Your browser as a shared space with your AI assistant over MCP — it acts for you, watches | 0 | Claude Code | 1 | 3,163 tok |
| adamdavies1915/hevy-mcp-server Self-hosted MCP server for the Hevy fitness API (Node/Docker port of tomtorggler/hevy-mcp- | 0 | Claude Code | 1 | 5,121 tok |
| livenetworks/ln-ashlar-mcp | 0 | Claude Code, Codex | 2 | — |
| andyconley/google-appscript-mcp-server Fork of mohalmah/google-appscript-mcp-server with OAuth/stdio/error-contract fixes | 0 | Claude Code | 1 | 1,310 tok |
| jtv4k/mongodb-memory-mcp Persistent, searchable memory for AI agents — an MCP server on MongoDB with hybrid Vector | 0 | Claude Code | 6 | 7,556 tok |
| LesterAJohn/weather-mcp | 0 | Claude Code | 1 | — |
| nerdconf/veta Private local knowledge base for saved X posts, built for Codex, Claude Code and Cursor | 0 | Claude Code, Codex, OpenCode | 2 | 199 tok |
| brandon-fryslie/room-eq-wizard-mcp MCP server for Room EQ Wizard — AI-driven room measurement and EQ workflows | 0 | Claude Code, Codex, OpenCode | 3 | 200 tok |
| BlaineHeffron/zotero-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 188 tok |
| BlaineHeffron/nodus-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 169 tok |