32,006 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721
All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Blazemeter/sv-mcp Virtual Services MCP Server | 5 | Claude Code | 1 | 1,845 tok |
| astralisone/rive-mcp-server-core # Rive MCP Server - Open Source Core An open source Model Context Protocol (MCP) server t | 5 | Claude Code | 1 | 1,115 tok |
| nickweedon/mouser-mcp-docker Mouser MCP Server (in Docker) | 5 | Claude Code | 4 | 2,028 tok |
| CaullenOmdahl/expo-mcp-server Model Context Protocol server for Expo.dev - enables programmatic interaction with Expo pr | 5 | Claude Code | 6 | — |
| joe-elliott/tempo-llm-cli Tempo Claude/MCP server integration | 5 | Claude Code | 1 | 604 tok |
| asafkiv/appdynamics-mcp-server | 5 | Claude Code | 3 | 3,790 tok |
| fernforestgames/mcp-server-godot-editor MCP server to allow agents to control the Godot editor | 5 | Claude Code | 1 | 930 tok |
| Nidhideep/sap-s4-mcp-server MCP server for SAP S/4HANA OData — discover services, query entities, read metadata, full | 5 | Claude Code | 1 | 426 tok |
| RyanLisse/mexc-mcp-server | 5 | Claude Code | 1 | 899 tok |
| JamieLivingstone/mcp-server-kit Professional toolkit for building Model Context Protocol servers with hot reload, scaffold | 5 | Claude Code | 1 | 368 tok |
| vignitin/multi-ssh-mcp Multi-Server SSH MCP Server - Connect any LLM to multiple SSH servers with secure credenti | 5 | Claude Code | 1 | 838 tok |
| zloether/serverless-mcp-server Template for a serverless MCP server | 5 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf | 5 | 1,779 tok |
| sofianedjerbi/knowledge-tree-mcp MCP server for hierarchical project knowledge management with priority-based organization | 5 | Claude Code | 1 | 1,758 tok |
| ifolin/glm-mcp-server General Read Image For Claude Code - A general-purpose large language model image-reading | 5 | Claude Code | 1 | — |
| No-name0719/db-mcp-server | 5 | Claude Code | 1 | 2,451 tok |
| pinqponq/pinqdoq documents for agents | 5 | Claude Code | 1 | 163 tok |
| devEcoConsultingLLC/thedeveco.com thedeveco.com Website for The Developer Ecosystem | 5 | Claude Code | 1 | 7,738 tok |
| patrickclery/ruly CLI tool for managing AI assistant rules and configurations | 5 | Claude Code | 5 | 1,093 tok |
| dungnotnull/patent-application-analyzer-agent-skill ⚖️ An automated patentability analyzer. Evaluates novelty, obviousness, and claim scope ag | 5 | Claude Code | 1 | 1,325 tok |
| SteppieD/context-engineering | 5 | Claude Code | 3 | 1,535 tok |
| GreyNoise-Intelligence/greynoise-mcp-server Model Context Protocol (MCP) server for the GreyNoise Enterprise API | 5 | Claude Code | 1 | — |
| rbergman/claude-haskell-starter | 5 | Claude Code, Codex, OpenCode | 16 | 670 tok |
| lghupan/cc-automode Standalone re-implementation of Claude Code auto mode (v2.1.81) with Docker benchmark suit | 5 | Claude Code | 1 | 605 tok |
| cerkut/SMC-JUCE-MCP | 5 | Claude Code | 3 | 5,106 tok |
| tokuhirom/blog4 tokuhirom.github.io | 5 | Claude Code, Codex, OpenCode | 2 | 1,814 tok |
| teamniteo/hakuto hakuto.dev Hakuto is free and open source Astro site builder framework for Claude Code. | 5 | Claude Code | 1 | 867 tok |
| jqlts1/thebrain-mcp-server TheBrain MCP & API Server - Encapsulates TheBrain knowledge graph as an MCP protocol and R | 5 | Claude Code, Codex | 2 | — |
| manager/wolfs-basement | 5 | Claude Code, Codex, OpenCode | 2 | 6,977 tok |
| smchughinfo/OpenClone | 5 | Claude Code | 1 | 774 tok |
| seanrreid/RAD_framework The AI Agent framework designed with small teams in mind | 5 | Claude Code | 54 | 5,032 tok |
| guilhermegouw/context-driven-documentation | 5 | Claude Code | 6 | 3,378 tok |
| tony-stark-eth/template-symfony-sveltekit Opinionated full-stack template: PHP 8.4 + Symfony 8 + SvelteKit 2 + FrankenPHP + Docker + | 5 | Claude Code | 1 | 267 tok |
| lcvbeek/patina patinamd.vercel.app A powerful layer of patina for your agents' harnesses | 5 | Claude Code | 1 | 270 tok |
| ipea/geobr_prep_data Repo that prepares the data shared through geobr | 5 | Claude Code | 2 | 2,066 tok |
| DPBG/Engram.AI | 5 | Claude Code | 1 | 2,346 tok |
| tvergho/agentdex agentdex.sh Local search engine for your AI coding conversations. | 5 | Claude Code, Codex, OpenCode | 3 | 3,958 tok |
| alisheryeginbay/xpresso Xcode MCP server - build, test, run, and manage simulators from Claude Code | 5 | Claude Code, Codex, OpenCode | 2 | 588 tok |
| julesbonnard/afpnews-mcp-server MCP server exposing AFP news tools for AI assistants | 5 | Claude Code | 1 | 1,811 tok |
| guiguito/AppStoresMCP An mcp server scraping mobile apps store live. | 5 | Claude Code | 1 | 934 tok |
| LYFTIUM-INC/wireshark-mcp 🦈 Wireshark MCP Server - Enhanced Edition v2.0 | 5 | Claude Code | 63 | 3,526 tok |
| dsgarage/UniMCP4CC Unity MCP Server for Claude Code - DLL Distribution | 5 | Claude Code | 2 | 438 tok |
| commitshow/production-audit legit.show Claude Code skill that audits a shipped repo for the production-readiness gaps ~70% of AI- | 5 | Claude Code | 1 | — |
| Intellecy-Inc/dt-mcp MCP server for DEVONthink - enables AI assistants to interact with your databases | 5 | Claude Code | 4 | — |
| Mocha-s/dify-knowledge-mcp-server This project is a modern **Model Context Protocol (MCP) server** using a Python service-or | 5 | Claude Code | 1 | 1,030 tok |
| uopsdod/claude_code_custom_mcp_server | 5 | Claude Code | 1 | — |
| wink-/pzmcp Project Zomboid MCP Server | 5 | Claude Code | 1 | 799 tok |
| broadinstitute/fiss-mcp MCP server for Terra | 5 | Claude Code | 1 | 5,470 tok |
| oddergaard/unofficial-dinero-mcp-server En MCP server til det danske regnskabsprogram Dinero, som tillader dine AI agents at håndt | 5 | Claude Code | 1 | 1,052 tok |
| derekvery666/dsmctl CLI and MCP server for managing Synology DSM devices | 5 | Claude Code, Codex, OpenCode | 5 | 295 tok |
| dashed/mcp-personal Model Context Protocol (MCP) servers that I personally use. | 5 | Claude Code | 3 | 246 tok |