31,986 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 agents7,699Claude Code6,660Data and AI3,668Backend and APIs3,501Languages3,399Planning3,231Git and workflow3,226Code review2,759Testing2,389Memory and context2,368Writing and docs2,333DevOps and cloud2,313Research2,290Frontend2,267Security2,038Project management1,731
All Claude Code31,986 Codex23,430 OpenCode22,372 GitHub Copilot3,564 Gemini CLI1,915 Cursor1,742 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| gaowenting0303/agent-resume An AI Agent engineering project for quickly reusing resumes for “one position, one resume” | 1 | Claude Code | 1 | — |
| Sho0pi/doomscroll-mcp | 1 | Claude Code | 1 | 1,423 tok |
| spenserhale/atlassian-ai-toolkit AI-first SDK, CLI, and MCP server for Atlassian Jira and Confluence | 1 | Claude Code, Codex, OpenCode | 2 | 513 tok |
| HelloThisWorld/open-mind Understand any unfamiliar codebase in an afternoon — a local, deterministic, source-tracea | 1 | Claude Code, Codex | 1 | — |
| lehre-labs/llmsdottxt-mcp Auto-discover llms.txt from your deps. Docs your agent can read. Zero setup. | 1 | Claude Code, Codex, OpenCode | 5 | 1,435 tok |
| leonardoAB1/qucs-mcp MCP server for Qucs/uSimmics circuit simulation: enables agents to generate schematics, ru | 1 | Claude Code | 1 | 2,032 tok |
| aliildan/cochrane-mcp MCP server for searching the Cochrane Library and fetching review/trial details. | 1 | Claude Code | 1 | 2,384 tok |
| lijiatuk/dstools DeepSeek-V4 MCP toolkit: image understanding + deep research capabilities for DeepSeek mod | 1 | Claude Code | 1 | 1,053 tok |
| dayainow/mind-guide-mcp | 1 | Claude Code | 1 | 1,063 tok |
| thunderkds/easy-ui-mcp Provide the MCP can run on local to test the UI and push out the report. | 1 | Claude Code, Codex, OpenCode | 6 | 3,977 tok |
| antonmadto/kicad-mcp MCP server to create, review, and export KiCad designs — with a Hartley/Phil's Lab design- | 1 | Claude Code | 1 | 4,197 tok |
| sussdorff/timing-cli CLI and MCP server for Timing.app local activity data | 1 | Claude Code, Codex, OpenCode | 3 | 2,152 tok |
| Rajbagus/rabbitorial-capcut-mcp Local MCP server for editing CapCut projects with an AI agent | 1 | Claude Code, Codex, OpenCode | 2 | 1,540 tok |
| Caleb68864/darktable-mcp | 1 | Claude Code | 1 | 877 tok |
| 8z2wz746tv-png/Destiny_mcp Destiny 2 AI assistant powered by MCP | 1 | Claude Code | 1 | 3,930 tok |
| philipxiaoxi/z-cli zspace private cloud command-line tool, supporting both CLI and MCP Server usage, providin | 1 | Claude Code | 2 | 305 tok |
| luiz-santos-it/anki-mcp-addon MCP server exposing Anki as tools for Claude/LLM clients — in-process Anki add-on, no Anki | 1 | Claude Code, Codex, OpenCode | 2 | 2,878 tok |
| dm1tryG/netgram The Telegram MCP that doesn't YOLO your account — permissioned, self-hosted Telegram acces | 1 | Claude Code | 1 | 220 tok |
| CleanCod3Systems/creator-research-mcp | 1 | Claude Code, Codex, OpenCode | 3 | 1,782 tok |
| codeforanchorage/esri-uc-mcp | 1 | Claude Code | 1 | 1,154 tok |
| yyu0310/nccu-course-mcp MCP server for NCCU course listings (qrysub.nccu.edu.tw): search courses, check schedule c | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,284 tok |
| smart-vick/neuro-cube A 3D Rubik's Cube you solve with your attention — EEG-driven (Panda3D + BrainFlow), with a | 1 | Claude Code | 4 | 3,581 tok |
| hulryung/jlcpcb-skill-mcp hulryung.github.io JLCPCB/LCSC part-suggestion MCP server + Claude Code skill: KiCad BOM analysis, tier/fee-a | 1 | Claude Code | 1 | — |
| jean-baptiste-tiple/mcp-template Template Tiple Method pour produits MCP-first — Next.js 15 + Supabase, serveur MCP dual-ho | 1 | Claude Code | 3 | 4,780 tok |
| cubicecho/mcp-actual An MCP server for Actual Budget — expose your budget's accounts and balances to agents ove | 1 | Claude Code, Codex, OpenCode | 2 | 1,795 tok |
| WLAN-Pi/wlanpi-mcp On-device MCP server for the WLAN Pi | 1 | Claude Code, Codex, OpenCode | 2 | 3,850 tok |
| anshulbansod2/logseq-mcp | 1 | Claude Code | 1 | — |
| MrCherry/mcp-metacritic | 1 | Claude Code | 1 | 2,590 tok |
| isaka1022/llm-browser-multicast-mcp Multi-LLM council discussion MCP server via browser automation | 1 | Claude Code | 3 | — |
| aranlucas/ai-shopping-mcp Kroger MCP server | 1 | Claude Code, Codex, OpenCode | 3 | 110 tok |
| naporin0624/gpt-image-1-mcp naporin0624.github.io OpenAI gpt-image-1 MCP server with advanced image generation and editing capabilities | 1 | Claude Code | 3 | 1,264 tok |
| SoftBacon-Software/mycelium-mcp Mycelium MCP — give Claude Code agents persistent memory, task management, inter-agent mes | 1 | Claude Code | 1 | 1,393 tok |
| mandalito/StealthPay-MCP StealthPay MCP est un serveur MCP qui transforme un nom ENS en endpoint de paiement intel | 1 | Claude Code | 10 | — |
| Neschadin/askell-mcp MCP server for the Askell payment and subscription API (Bun + stdio) | 1 | Claude Code, Codex, Cursor | 4 | — |
| nikosavola/k-ruoka-mcp nikosavola.github.io MCP server for managing K-Plussa account's K-Ruoka (Finnish grocery) shopping cart from an | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,937 tok |
| yibei-wz/agent-review Local-first, auditable code review system for coding agents. | 1 | Claude Code, Codex | 1 | — |
| YoshitakaArakawa/tableau-mcp-apps-lab Experimental fork of tableau/tableau-mcp strengthening MCP Apps: EAS (OAuth 2.0 Trust) aut | 1 | Claude Code, Codex, OpenCode | 3 | 4,582 tok |
| lakpriya1s/agent-rack npmjs.com MCP server that runs CLI AI coding agents (Claude Code, Codex, opencode, Antigravity) as s | 1 | Claude Code | 3 | 6,117 tok |
| nacre-work/nacre nacre.work Self-hosted permission-aware context layer for agents. MCP + API. | 1 | Claude Code | 8 | 43,437 tok |
| arnwaldn/agent-owl arnwaldn.github.io Cryptographic file integrity monitoring with OWL/RDF ontology and EU AI Act compliance for | 1 | Claude Code | 1 | 1,120 tok |
| Sibo1505/obsidian-mcp-remote | 1 | Claude Code | 1 | — |
| aikadimsoy/kasa-mcp KASA MCP — a permission-brokered MCP server for agent memory. Local-first, encrypted at th | 1 | Claude Code, Codex, OpenCode | 3 | 1,870 tok |
| danielbaldwin47/resolve-mcp | 1 | Claude Code | 5 | 2,740 tok |
| zai-one/codex-mcp zai.one Unofficial Codex app-server MCP: coding tasks, goals, reviews and scheduled work from your | 1 | Claude Code, Codex | 1 | — |
| jackvaughanjr/jamf-platform-mcp-server | 1 | Claude Code | 1 | 1,179 tok |
| francescofioredev/accreta A knowledge base your AI agent writes, maintains, and is held accountable for — with prove | 1 | Claude Code | 9 | 1,565 tok |
| PainInTheNic/MCP-TrueNAS MCP server for monitoring and managing a TrueNAS SCALE/CORE box from Claude — 18 read-only | 1 | Claude Code | 1 | — |
| Goldwep/enfusion-workbench-mcp MCP server for Arma Reforger / Enfusion Workbench modding — 112 tools: project indexing, r | 1 | Claude Code | 1 | 237 tok |
| JeetuSK0808/maryslab maryslab-nu.vercel.app Mary's Lab — a computational color science laboratory: 32 MCP tools, dual C++/TypeScript e | 1 | Claude Code | 1 | 1,158 tok |
| Thomaspeel6/HomeStock Local-first household inventory for AI agents. One SQLite file, one MCP server, zero cloud | 1 | Claude Code | 1 | 2,023 tok |