24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971
All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| lesleslie/graphics-mcp MCP server for graphics-mcp | 1 | Claude Code, Codex, OpenCode | 2 | 1,580 tok |
| sayuru-akash/web-audit-mcp Web Audit is a production-minded website audit and monitoring product with a local MCP std | 1 | Claude Code, Codex, OpenCode | 10 | 287 tok |
| TheNovaNodes/searxng-mcp-control SearXNG Control Plane MCP Server for TheNovaNodes | 1 | Codex, OpenCode | 1 | 255 tok |
| g-battaglia/mcp-seo Open-source SEO analysis toolkit for AI agents — CLI + MCP server | 1 | Codex, OpenCode | 1 | 2,085 tok |
| BxNxM/micrOSMCP Standalone TypeScript MCP server and browser tester UI for micrOS devices. Use it to disco | 1 | Codex, OpenCode | 1 | 1,868 tok |
| taggedzi/Repo-Interrogator A local tool that helps AI understand large code projects. | 1 | Claude Code, Codex, OpenCode | 2 | 3,769 tok |
| tuxr/bible-mcp tuxr.github.io MCP server for Bible verse lookup and search. Connect Claude or ChatGPT to Scripture with | 1 | Claude Code, Codex, OpenCode | 2 | 2,800 tok |
| TheNovaNodes/anythingllm-mcp-control AnythingLLM Control Plane MCP Server for TheNovaNodes | 1 | Codex, OpenCode | 1 | 267 tok |
| TheNovaNodes/nextcloud-mcp-control Nextcloud Control Plane MCP Server for TheNovaNodes | 1 | Codex, OpenCode | 1 | 315 tok |
| gate/gatepay-local-mcp | 1 | Codex, Kiro, OpenCode | 4 | 2,574 tok |
| Prekzursil/abbyy-finereader-ocr-mcp Multi-engine OCR MCP server (RapidOCR + Tesseract + ABBYY FineReader 16) with per-line con | 1 | Codex, OpenCode | 1 | 299 tok |
| wangsquirrel/divination-chart-mcp divination-chart-mcp.vercel.app An MCP server for creating divination charts, including six-line and Bazi charts. | 1 | Claude Code, Codex, OpenCode | 2 | 738 tok |
| TheNovaNodes/nextcloud-mcp-gateway Nextcloud Data Plane MCP Server for TheNovaNodes (WebDAV, Files, Notes, CRM & User Cloud S | 1 | Codex, OpenCode | 1 | 661 tok |
| jacwalste/vendorops-mcp | 1 | Codex, OpenCode | 1 | 214 tok |
| ilyajob05/emo_bot | 1 | Claude Code, Codex, OpenCode | 2 | 3,139 tok |
| TheNovaNodes/google-jules-mcp Integration module for Google Jules cloud workers via Model Context Protocol. | 1 | Codex, OpenCode | 1 | 1,289 tok |
| bu5hm4nn/zoho-bookkeeper-mcp A Model Context Protocol (MCP) server for Zoho Books integration, designed for bookkeeping | 1 | Codex, OpenCode | 1 | 380 tok |
| Frejixxx/telegram-agent Privacy-first Telegram MCP tools for Codex maintainers | 1 | Codex, OpenCode | 1 | 1,165 tok |
| orchestratemcp/OrchestrateKIT-MCP orchestratemcp.dev The honest, evidence-backed MCP planner for safer AI agent workflows. | 1 | Claude Code, Codex, OpenCode | 2 | 830 tok |
| ccchenhuohuo/sorftime-mcp Governed Sorftime MCP, AI Skill, and full CLI for secure team access to Amazon market data | 1 | Claude Code, Codex, OpenCode | 2 | 1,957 tok |
| BASIC-BIT/soundiiz-mcp Local-first MCP server for safe AI access to Soundiiz syncs and SmartLinks. Read-only by d | 1 | Claude Code, Codex, OpenCode | 2 | 1,903 tok |
| cacheout-app/cacheout-mcp MCP server for Cacheout — macOS cache management and memory telemetry tools for AI agents | 1 | Codex, OpenCode | 1 | 2,112 tok |
| mkrech/anki-mcp-server | 1 | Codex, GitHub Copilot, OpenCode | 2 | 1,977 tok |
| ManudotaORG/artist-mcp artist-mcp.vercel.app Read your OneNote pages in Claude Desktop or Codex. An npm-published MCP server that signs | 1 | Claude Code, Codex, OpenCode | 2 | 4,066 tok |
| tboome33/obsidian-mcp-router MCP server that routes Claude tool calls to multiple Obsidian vaults (local or remote) ove | 1 | Claude Code, Codex, OpenCode | 2 | 2,494 tok |
| shayonpal/mcp-for-lifeos Model Context Protocol server for LifeOS Obsidian vault with dynamic template discovery an | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 5,482 tok |
| berntpopp/mgi-link genefoundry.org MCP server for MGI (Mouse Genome Informatics): mouse gene, allele, mutation and phenotype | 1 | Claude Code, Codex, OpenCode | 10 | 1,930 tok |
| grizzly2005/bidirectional-bridge-claude-codex Experimental MCP coordination bridge for bounded bidirectional delegation between Claude C | 1 | Claude Code, Codex | 2 | — |
| okx-wallet-H/hvip-mcp | 1 | Claude Code, Codex, OpenCode | 3 | 3,765 tok |
| yurilopes/pydoll-mcp-server | 1 | Codex, OpenCode | 1 | 1,478 tok |
| royhcj/prompt-gui-mcp Lets AI agents to show prompts with beautiful, interactive GUI forms instead of plain text | 1 | Claude Code, Codex, OpenCode | 2 | 948 tok |
| ewanc26/atproto-mcp-server An AT Protocol MCP server for Bluesky and decentralized social web interactions. | 1 | Claude Code, Codex, OpenCode | 2 | 181 tok |
| bdhxhxhhxhxhxhhxjxhxhxhxhx2-del/codex-photoshop-psd-automation Turn AI-generated artwork into editable, validated layered PSDs with Codex + Photoshop MCP | 1 | Codex, OpenCode | 1 | 148 tok |
| cyberuni/cyber-slack Slack CLI and MCP server for AI agents | 1 | Claude Code, Codex, OpenCode | 2 | 544 tok |
| yigitkonur/mcp-supersubagents MCP server for spawning and managing parallel AI agents. Run multiple autonomous Copilot s | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 9,778 tok |
| nathanasbury/razberri-AI-Agents-Microsoft Microsoft 365-aware ADHD companion with MCP, local AI, and privacy-first task scoring | 1 | Codex, OpenCode | 1 | 1,341 tok |
| dongzhaohe321418-lab/zemax-mcp Local Web GUI for reproducible chick/human-eye illumination experiments with guided OpticS | 1 | Codex, OpenCode | 1 | 205 tok |
| aferreiraguido/javascript-mcp-server | 1 | Codex, OpenCode | 1 | 4,428 tok |
| gabriellopesdesouza2002/mcp-whatsapp The ultimate MCP Server for WhatsApp - Full History Search & AI Automation | 1 | Codex, OpenCode | 1 | 1,114 tok |
| fw-magic/cisp-mcp cisp-mcp is a CISP API MCP service written in Python, wrapping CISP enterprise information | 1 | Claude Code, Codex | 3 | — |
| wcy88/hermes-mcp Hermes Memory MCP v2.3 - Locally enhanced memory system with self-evolution capabilities | 1 | Claude Code, Codex | 4 | — |
| Blueprint-Master/blueprint-modular mcp.blueprint-modular.com Semantic component system built for AI-driven UI generation. 101 curated components, dual | 1 | Codex, Cursor, OpenCode | 2 | 5,080 tok |
| jremick/voice-memo-hub Local Apple Voice Memos ingestion, transcription, search, and safe Codex workflow handoff | 1 | Codex, OpenCode | 1 | 256 tok |
| moliver28/corpus-kb Local RAG system with MCP tools for agentic code editors. AST-aware chunking, hybrid searc | 1 | Claude Code, Codex, OpenCode | 29 | 4,018 tok |
| vKongv/chrome-browser-control Local Chrome-profile browser-control MCP server | 1 | Claude Code, Codex, Cursor, OpenCode | 2 | 4,723 tok |
| gordo-labs/mcpbasket | 1 | Codex, OpenCode | 1 | 218 tok |
| berntpopp/hpo-link genefoundry.org MCP server for the Human Phenotype Ontology (HPO): phenotype term lookup, the is_a hierarc | 1 | Claude Code, Codex, OpenCode | 10 | 3,019 tok |
| 0xkaz/agentclip agentclip.0xkaz.com Clip browser text, recall it from any AI — Chrome extension + Cloudflare Workers with MCP, | 1 | Claude Code, Codex, Cursor, OpenCode | 4 | 557 tok |
| Bazilio-san/mcp-vkusvill MCP server for integration with VkusVill | 1 | Claude Code, Codex, OpenCode | 19 | 1,798 tok |
| horiastanxd/claude-init horiastanxd.github.io One command generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline, GEMIN | 1 | Claude Code, Codex, OpenCode | 2 | 1,099 tok |