31,992 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 agents7,690Claude Code6,656Data and AI3,669Backend and APIs3,506Languages3,395Planning3,227Git and workflow3,219Code review2,753Testing2,387Memory and context2,368Writing and docs2,331DevOps and cloud2,317Research2,292Frontend2,266Security2,036Productivity1,725
All Claude Code31,992 Codex23,401 OpenCode22,346 GitHub Copilot3,564 Gemini CLI1,917 Cursor1,741 Windsurf146 Kiro83
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| jabbawocky/statuscraft MCP server that checks the live status of major software services — GitHub, AWS, Stripe, O | 1 | Claude Code | 1 | 963 tok |
| oerc-s/primordia AI Agent Economic Settlement Infrastructure - Machine-to-Machine Clearing | 1 | Claude Code | 1 | 1,410 tok |
| MyAgentHubs/aimemo | 1 | Claude Code | 1 | 161 tok |
| agentcivics/agentcivics agentcivics.org On-chain civil registry for AI agents — birth certificates, identity, and lineage tracking | 1 | Claude Code | 1 | 1,083 tok |
| Angelthebestone/Normativa-colombiana-MCP Extensión de Claude para consultar normativa y jurisprudencia colombiana: Gestor Normativo | 1 | Claude Code | 1 | 2,023 tok |
| discava/mcp-server discava - The Business Directory for AI - mcp server | 1 | Claude Code | 1 | — |
| perceptdot/percept | 1 | Claude Code | 2 | 2,885 tok |
| bartonguestier1725-collab/scout-mcp | 1 | Claude Code | 1 | 5,064 tok |
| ofershap/conversation-memory | 1 | Claude Code | 1 | — |
| Lexxes-Projects/obey Makes Claude actually follow your rules. Save rules with natural language, enforce them wi | 1 | Claude Code | 1 | 398 tok |
| GeiserX/cc-aws-keepalive Keep Claude Code sessions alive through AWS credential expiry | 1 | Claude Code | 1 | 458 tok |
| srinivasan-sundaresan95/orihime smithery.ai Cross-repo code knowledge graph for Java/Kotlin/JS/TS — MCP server, taint analysis, call g | 1 | Claude Code, Codex, OpenCode | 3 | 1,402 tok |
| krtw00/konbu konbu.codenica.dev A self-hostable MCP planner with built-in AI that handles schedules, notes, and to-dos in | 1 | Claude Code | 1 | 180 tok |
| VidyasreeJayaprasad/drug-interaction-mcp | 1 | Claude Code, Codex | 5 | — |
| Mjvolk3/torchcell Datasets, transformations, and pretrained models for biological cellular systems. | 1 | Claude Code | 39 | 13,633 tok |
| slunsford/coffee-analytics lunsford.coffee Tracking and analyzing coffee preferences | 1 | Claude Code | 4 | 1,615 tok |
| ARKALDA/hejdar-mcp Hejdar MCP Server — runtime policy enforcement for AI agents | 1 | Claude Code | 1 | 165 tok |
| hslee-cmyk/xcelium-mcp | 1 | Claude Code | 5 | 1,874 tok |
| syucream/holaspirit-mcp-server npmjs.com A MCP server that accesses to Holaspirit | 1 | Claude Code | 1 | 663 tok |
| hydroCoderClaud/mcp-hydrocoder-vision mcp-hydrocoder-vision | 1 | Claude Code | 1 | 413 tok |
| floriangrousset/opnsense-mcp-server A Model Context Protocol (MCP) server implementation for managing OPNsense firewalls. This | 1 | Claude Code | 1 | 2,976 tok |
| sdeiley/monarch_mcp | 1 | Claude Code | 1 | 1,581 tok |
| blueman82/ai-counsel True deliberative consensus MCP server where AI models debate and refine positions across | 1 | Claude Code | 7 | 6,547 tok |
| kubouchiyuya/claude-voice-notify Multi-provider voice notification MCP server for Claude Code - Default: VOICEVOX (Zundamon | 1 | Claude Code | 1 | 1,467 tok |
| benpeter/web-resource-ledger | 1 | Claude Code | 2 | 1,658 tok |
| 100xPercent/pop-pay-python The runtime security layer for AI agent commerce | 1 | Claude Code | 1 | — |
| sergiobayona/file_system_mcp Ruby server implementing Model Context Protocol (MCP) for filesystem operations using the | 1 | Claude Code | 1 | 834 tok |
| pickleton89/mutation-clinical-trial-matching-mcp MCP server to query clinicaltrial.gov to identify mutation specific trials | 1 | Claude Code | 1 | 2,331 tok |
| koei-kaji/zk-mcp MCP server for zk | 1 | Claude Code | 1 | 1,289 tok |
| maikmetzger/TestMcpServer A Model Context Protocol server implementation providing mathematical operations through a | 1 | Claude Code | 1 | 863 tok |
| Amico1285/mcp-wait-server MCP Server to allow AI models to wait | 1 | Claude Code | 1 | 179 tok |
| Lucineer/cartridge-mcp MCP server for swappable behavior cartridges with personality skins — fleet protocol cartr | 1 | Claude Code | 1 | 248 tok |
| sschmitt-cg/scrivener-mcp scrivener-mcp | 1 | Claude Code | 3 | 1,573 tok |
| Micro-Evaluation-Group/pwndbg-lldb-mcp micro-evaluation-group.github.io An MCP server for pwndbg-lldb | 1 | Claude Code | 1 | 1,172 tok |
| shieldspprt/solhunt-recovery solhunt.dev SolHunt — Recover forgotten SOL from your wallet. Clean NFTs, sweep dust, and reclaim rent | 1 | Claude Code, Codex, OpenCode | 2 | 1,806 tok |
| Eason-Gao3/google-trends-mcp Google Trends MCP (Model Context Protocol) server for AI workflow integration | 1 | Claude Code, Codex, OpenCode | 2 | 3,133 tok |
| adarshj322/rishi-ai-mcp pypi.org 🕉️ An MCP server for authentic Vedic Astrology. Unlocks chart casting, planetary transits | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 16 | 6,200 tok |
| sbdk-dev/local-ai-analyst sbdk.dev A reference implementation of a local-first AI-powered analytics assistant, demonstrating | 1 | Claude Code | 1 | 2,076 tok |
| romilly/mcp-svg-animator MCP server to build svg animations from textual descriptions. | 1 | Claude Code | 1 | 98 tok |
| envigoinnovations/subscriby-mcp docs.subscriby.net Subscriby MCP Server Package for Model Context Protocol repository and registry. | 1 | Claude Code | 1 | 901 tok |
| dubzdubz/ctx4-ai ctx4-ai.vercel.app Your portable context layer for Claude & ChatGPT | 1 | Claude Code, Codex, OpenCode | 5 | 1,871 tok |
| DigitalSQR/smart-mcp-server MCP server for SMART guidelines. | 1 | Claude Code | 1 | 1,017 tok |
| mrosata/codetex-mcp An MCP server and CLI that builds commit-aware, multi-layered context about code repositor | 1 | Claude Code | 1 | 956 tok |
| tellmefrankie/news-engine dev.to Autonomous AI news engine — RSS + Naver collection, Claude API analysis, Telegram briefing | 1 | Claude Code | 1 | 3,538 tok |
| cubismod/mbta-mcp pypi.org MCP server for MBTA API | 1 | Claude Code | 1 | 884 tok |
| andr-ca/agentharness andr.ca Portable engineering policies for coding agents — git, testing, logging, and language conv | 1 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 13 | 30,908 tok |
| lesleslie/css-mcp CSS Analysis and Documentation MCP Server for FastBlocks ecosystem | 1 | Claude Code, Codex, OpenCode | 2 | 2,164 tok |
| Rethunk-AI/rethunk-mcp-go A Model Context Protocol (MCP) server that provides Go language tools for LLMs to analyze, | 1 | Claude Code, Codex, OpenCode | 2 | 840 tok |
| Vironnimo/vbot Another personal AI agent. Supports your existing projects and their agents+skills, and th | 1 | Claude Code, Codex, OpenCode | 2 | 5,045 tok |
| sandraschi/nuki-mcp FastMCP 3.2 server for Nuki Smart Lock control via Home Assistant Bridge | 1 | Claude Code, Codex, OpenCode | 2 | 287 tok |