43,872 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 agents7,796Claude Code6,678Data and AI3,657Backend and APIs3,502Languages3,394Git and workflow3,252Planning3,236Code review2,768Testing2,425Memory and context2,361Writing and docs2,344DevOps and cloud2,337Research2,286Frontend2,272Security2,058Project management1,756
All Claude Code32,008 Codex23,577 OpenCode22,522 GitHub Copilot3,569 Gemini CLI1,916 Cursor1,739 Windsurf152 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| blueqwertz/linda-mcp | 0 | Codex, OpenCode | 1 | 514 tok |
| godrix/mcp-architecture-contract | 0 | Codex, OpenCode | 1 | 646 tok |
| ahmedadan/unix-mcp-server Linux and macOS MCP Server | 0 | Codex, OpenCode | 1 | 520 tok |
| NilsTv8/TV_ONE_MCP_Anthropic_noDCR TeamViewer MCP server — OAuth without Dynamic Client Registration | 0 | Claude Code | 1 | 966 tok |
| dinesh36/mcp-file-roots-demo Demo of MCP file roots permission implementation | 0 | Claude Code | 2 | 638 tok |
| valvacchs/PlayWright-MCP-Repo | 0 | Claude Code | 3 | 406 tok |
| Earththing/Moon_and_Tides Tidal calendar for the US coast — ICS downloads, king tide alerts, tidepooling windows, an | 0 | Claude Code | 1 | 8,164 tok |
| arvindg4u/ddg-search-mcp DuckDuckGo Search MCP Server — search the web via MCP, deploy on Render | 0 | Claude Code, Codex, OpenCode | 2 | 574 tok |
| asamiile/google-drive-rag-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 595 tok |
| TegroTON/tegro-money-mcp Read-only MCP server for the Tegro.Money payment API — connect Claude, Cursor & other AI t | 0 | Claude Code, Codex, OpenCode | 2 | 630 tok |
| Entheos69/Ek-Chuah-mcp Grafo de Estratega | 0 | Claude Code | 1 | 1,721 tok |
| augforce/hockey-card-analyst Interpret advanced hockey cards in plain language: a local MCP server that grades claims a | 0 | Claude Code | 1 | 3,980 tok |
| andrewaws26/claude-works An MCP server exposing a fit-first, honesty-enforced job-application pipeline as typed too | 0 | Claude Code | 2 | 1,195 tok |
| brianMacao/ai-mcp-server Local MCP bridge that unifies multiple API endpoints into one model capability pool for Ag | 0 | Codex, OpenCode | 1 | 3,243 tok |
| alexgenovese/mcp-arxiv | 0 | Codex, OpenCode | 1 | 548 tok |
| spxrtiat111/2sense Give Claude eyes & ears on short-form video ads — ffmpeg frames + Groq Whisper + YAMNet vi | 0 | Claude Code | 2 | — |
| Oshadha345/contxt-box Local-first MCP-compatible context box for coding agents. Index folders, preserve project | 0 | Claude Code, Codex, OpenCode | 2 | 843 tok |
| ChanMeng666/femtech-radar chanmeng666.github.io Agent-first FemTech intelligence: an MCP server that fetches, dedupes, and scores women's- | 0 | Claude Code, Codex, OpenCode | 5 | 5,416 tok |
| musictechlab/mtl-mailchimp-mcp MCP server for Mailchimp — copy/create draft campaigns, push HTML, send test emails (draft | 0 | Claude Code | 1 | 352 tok |
| ShreyasBidwai/AI_Loop_MCP | 0 | Codex, OpenCode | 1 | 284 tok |
| Plong-Wasin/outlook-mcp | 0 | Codex, OpenCode | 1 | 71 tok |
| Thammasok/sample-mcp-and-hook | 0 | Claude Code | 4 | — |
| ayemish/stitch-mcp | 0 | Gemini CLI | 1 | 747 tok |
| tr4m0ryp/enrichment-mcp Depth-first lead finder for a pentest/bug-bounty offering: a FastMCP server (Prospeo conta | 0 | Claude Code | 1 | 1,343 tok |
| Overtorment/remote-control-mcp | 0 | Codex, OpenCode | 1 | 3,386 tok |
| ErnestoCobos/cobos-apple-mail-mcp apple-mail-mcp.cobos.io Unified Apple Mail MCP server: fast on-disk reads/search + full AppleScript writes, behind | 0 | Claude Code | 1 | 2,337 tok |
| inho-team/qe-mcp | 0 | Codex, OpenCode | 1 | 426 tok |
| jamiew/soundcloud-mcp soundcloud-mcp.jamie-7e9.workers.dev MCP server for SoundCloud — search, discovery, library, playlists. Local stdio server + re | 0 | Claude Code | 2 | 1,306 tok |
| d18626250363/Stealth-Browser-MCP-Server electron-stealth | 0 | Claude Code | 1 | 476 tok |
| nikships/gemini-omni-mcp A MCP for making Google Gemini Omni videos | 0 | Claude Code | 1 | 304 tok |
| aris4u-dev/aris4u ARIS4U — governance layer for Claude Code: cross-session per-client memory, code verificat | 0 | Claude Code | 1 | 1,860 tok |
| Eun-Y0ung/agentic-player-10-mcp | 0 | Codex, OpenCode | 1 | 403 tok |
| migoVanDingo/container-orchestration-service Harness-agnostic Docker control plane with an MCP server front end — run one-shot jobs + p | 0 | Claude Code | 1 | 1,537 tok |
| yugmarwaha/todoist-weekly-review-mcp Thin MCP server that turns Todoist into a human-in-the-loop weekly review assistant: reads | 0 | Claude Code | 1 | 590 tok |
| abhishekY495/test-mcp-server | 0 | Codex, OpenCode | 1 | 360 tok |
| santhoshraje/wallet-analytics-mcp MCP server for analysing blockchain wallet transactions | 0 | Codex, OpenCode | 1 | 1,333 tok |
| ahmedtawfeeq1/loredex-obsidian Obsidian and MCP dashboard layer for loredex: shared memory, handoffs, focused views, and | 0 | Claude Code, Codex, OpenCode | 2 | 245 tok |
| sandeep-alluru/notarize pypi.org Canonical trace format and verifier for agent execution attestation | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 592 tok |
| meghavarshini-kumareshan/Automated-Data-Analysis-Tool MCP server exposing pandas data analysis and chart generation as Claude-callable tools | 0 | Claude Code | 1 | 1,046 tok |
| jmlago/genswarms-fleet-mcp | 0 | Claude Code | 1 | — |
| actions-marketplace-validations/alitiknazoglu_mcprobe | 0 | Claude Code, Codex | 1 | — |
| Vando-sketch/NextCloudMCP A MCP server vor the NextCloud Task app | 0 | Claude Code | 1 | 645 tok |
| linsipeng/agentkeychain Zero-knowledge credential store for AI agents — Agent Identity + scoped delegation, built | 0 | Codex, OpenCode | 1 | 1,150 tok |
| RohitKumarPattanayak/leave-manager-mcp-server A modern model context protocol (MCP) server built with **FastMCP** in Python for managing | 0 | Claude Code, Codex | 1 | — |
| humi-digital/plane-mcp-server-patched Fork of makeplane/plane-mcp-server v0.2.10 - swaps -lite endpoints for regular ones (self- | 0 | Claude Code | 1 | 1,020 tok |
| hyh0620/mcp-knowledge-service Reusable MCP-based knowledge retrieval service with ingestion, Hybrid Retrieval, citations | 0 | Codex, OpenCode | 1 | 266 tok |
| cubicecho/mcp-skills-manager cubicecho.github.io | 0 | Claude Code, Codex, OpenCode | 3 | 1,763 tok |
| Santiagociroc11/Dynamis-mcp | 0 | Claude Code, Cursor | 8 | — |
| cchesebro-prog/mcp4acumatica | 0 | Claude Code | 1 | 15,451 tok |
| msradam/semley Autonomous SRE investigation agent: a governed state machine driven by a language model, a | 0 | Codex, OpenCode | 1 | 1,044 tok |