23,819 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977
All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| solidlime/Nous A Model Context Protocol (MCP) server for persistent memory. Provides advanced semantic se | 0 | Codex, Gemini CLI, OpenCode | 2 | 219 tok |
| Allentgt/dynamodb-mcp-server | 0 | Codex, OpenCode | 1 | 2,022 tok |
| fabrica-land/fabrica-mcp MCP server for AI agents to explore and interact with tokenized real property on the Fabri | 0 | Codex, OpenCode | 1 | 6,775 tok |
| ftaricano/mcp-hub TypeScript MCP gateway for aggregating, searching, and routing tools across multiple Model | 0 | Claude Code, Codex, OpenCode | 2 | 1,099 tok |
| velinussage/brand-gen Agent-driven toolkit for generating, critiquing, and iterating branded materials with CLI, | 0 | Codex, OpenCode | 1 | 2,054 tok |
| zacacollier/kraken-pro-mcp MCP Server for Kraken | 0 | Codex, OpenCode | 1 | 671 tok |
| flin-agency/flin-meta-ads-mcp | 0 | Codex, OpenCode | 1 | 182 tok |
| jamesricky/test-mcp Vibe coded MCP server for testing and debugging. | 0 | Claude Code, Codex, OpenCode | 2 | 790 tok |
| uzochukwuV/Eleventts-stellar-mcp eleventts-stellar-mcp.vercel.app | 0 | Codex, OpenCode | 1 | 538 tok |
| Heartran/Kanka-MCP-Server | 0 | Codex, OpenCode | 1 | 900 tok |
| ftaricano/mcp-server-trello Professional MCP server and CLI for Trello boards, cards, checklists, and workspaces. | 0 | Claude Code, Codex, OpenCode | 2 | 1,166 tok |
| siriuslattice/stellarmcp MCP server giving AI agents access to Stellar blockchain data — x402 micropayments on Stel | 0 | Codex, OpenCode | 1 | 888 tok |
| sinmb79/22B-Interior-Planning-Master-MCP 22B-Interior-Planning-Master-MCP — Let's create interior design estimates and bird's-eye v | 0 | Codex, OpenCode | 1 | 1,422 tok |
| shooebill/unified-mcp A wrapper MCP server that bundles OpenMemory and Cipher | 0 | Claude Code, Codex, OpenCode | 5 | 459 tok |
| VitalyOstanin/mongodb-mcp MCP server for MongoDB: queries, aggregations, schema analysis, streaming export, read-onl | 0 | Claude Code, Codex, OpenCode | 2 | 4,037 tok |
| mstuart/graphql-agent-toolkit npmjs.com Turn any GraphQL API into AI-agent-ready tools — MCP servers, LangChain tools, and standal | 0 | Codex, OpenCode | 1 | 1,125 tok |
| peopleforrester/mcp-k8s-observability-argocd-server Safety-first ArgoCD MCP server with progressive disclosure, multi-cluster intelligence, an | 0 | Claude Code, Codex, OpenCode | 2 | 368 tok |
| Czaruno/tui-canvas Framework-agnostic interactive terminal canvases for AI coding assistants (MCP-enabled). | 0 | Codex, OpenCode | 5 | 1,741 tok |
| amslimaa/databricks-mcp Servidor MCP para o Databricks: Unity Catalog (catálogos, schemas, tabelas) e execução de | 0 | Codex, OpenCode | 1 | 1,722 tok |
| david3xu/azure-dev-server ca-dev-server.blackrock-ecaa139a.australiaeast.azurecontainerapps.io Remote MCP server — cloud-hosted Desktop Commander for Claude Desktop on Azure Container A | 0 | Claude Code, Codex, OpenCode | 2 | 1,753 tok |
| 2022f-mulbscs-100-del/first-mcp-server | 0 | Codex, OpenCode | 1 | 293 tok |
| chittyos/chittymcp Multi-Tenant Model Context Protocol Server - Enterprise-grade MCP with OAuth, rate limitin | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,364 tok |
| GleidsonFerSanP/mcp-ai-prompts-management | 0 | Claude Code, Codex, OpenCode | 2 | 2,409 tok |
| 84emllc/mcp-server-asana MCP server for Asana - task, project, and workspace management via Model Context Protocol | 0 | Claude Code, Codex, OpenCode | 2 | 1,452 tok |
| davidmosiah/ze-mcp Unofficial local-first Zé Delivery MCP. Never pays by default. | 0 | Codex, OpenCode | 1 | 215 tok |
| davidmosiah/clickbus-mcp Unofficial local-first ClickBus MCP. Never pays by default. | 0 | Codex, OpenCode | 1 | 224 tok |
| bayleafwalker/hostproto-dap-debugpy HostProto DAP adapter: a debugpy session exposed through MCP 2026-07-28 | 0 | Codex, OpenCode | 1 | 182 tok |
| bayleafwalker/hostproto-dap-delve HostProto DAP adapter: a Delve (Go) session exposed through MCP 2026-07-28 | 0 | Codex, OpenCode | 1 | 187 tok |
| isha-batool/Youtube-MCP-Server | 0 | Claude Code, Codex, OpenCode | 2 | 1,611 tok |
| zakotoys/notify-mcp npmjs.com MCP server for built-in zako audio playback and native Windows/macOS desktop notifications | 0 | Codex, OpenCode | 1 | 184 tok |
| oddrationale/groupme-mcp-server An MCP server exposing the GroupMe API v3, built with FastMCP and hosted on Prefect Horizo | 0 | Claude Code, Codex, OpenCode | 2 | 2,664 tok |
| spm1001/mise-en-space Content fetcher MCP server — mise en place for Claude Code | 0 | Claude Code, Codex, OpenCode | 2 | 24,291 tok |
| AlmaLinux/albs-mcp | 0 | Codex, Cursor, OpenCode | 2 | 1,636 tok |
| Edition-X/arcane Unified engineering intelligence — agent memory, decision journeys, and knowledge capture | 0 | Claude Code, Codex, OpenCode | 2 | 3,336 tok |
| Activ8-AI/Teamwork-MCP MCP server to connect to the Teamwork API | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,853 tok |
| DreamFriend011020/ChillMCP | 0 | Claude Code, Codex, OpenCode | 2 | 2,915 tok |
| bonkey/confluence-mini-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 166 tok |
| thienhm/loci Local-first AI ticket management with MCP integration | 0 | Codex, OpenCode | 1 | 627 tok |
| up2itnow0822/ReadyTrader-FOREX MCP server for AI-powered forex trading — risk management, paper trading, brokerage integr | 0 | Codex, OpenCode | 1 | 1,479 tok |
| ringotypowriter/mcp-randoom | 0 | Claude Code, Codex, OpenCode | 2 | 1,494 tok |
| mde1/mcp-server MCP test server | 0 | Codex, OpenCode | 1 | 134 tok |
| bbuchsbaum/eco-oracle EcoOracle: MCP server + tools for ecosystem-wide R/Python package knowledge | 0 | Claude Code, Codex, OpenCode | 7 | 1,230 tok |
| 4ears-me/arcane-mcp MCP server for controlling Arcane Docker Management | 0 | Codex, OpenCode | 1 | 1,818 tok |
| joostfaassen/prism MCP Tool Bridge - Expose custom API tools over the Model Context Protocol | 0 | Codex, OpenCode | 1 | 4,515 tok |
| jjurach/google-personal-mcp Tools for interacting with drive, sheets, and other personal google services. | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 5,506 tok |
| Ilevk/x-search-plugin MCP plugin for read-only X/Twitter research via xAI x_search, with OAuth and API-key suppo | 0 | Claude Code, Codex, OpenCode | 2 | 1,065 tok |
| NivredG/hf-mcp-server | 0 | Codex, OpenCode | 1 | 673 tok |
| yazilim-vip/apple-reminders-mcp MCP server for Apple Reminders on macOS via EventKit (pyobjc) | 0 | Codex, OpenCode | 1 | 404 tok |
| starascendin/lifeos-plugin LifeOS plugin - 20 workflow skills and MCP integration for Claude Code, OpenCode, and othe | 0 | Codex, OpenCode | 1 | 2,642 tok |
| ViGi-P/lucide-mcp npmjs.com Local MCP server for Lucide icons | 0 | Codex, OpenCode | 1 | 481 tok |