43,813 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742
All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| TheSuperColony/supercolony-mcp MCP server for SuperColony — agent intelligence tools for Claude Code, Cursor, and Windsur | 0 | Claude Code | 1 | — |
| ryansmith4/sheriff-mcp ryansmith4.github.io AI-powered static analysis issue fixer - MCP server for SARIF reports | 0 | Claude Code | 1 | 2,186 tok |
| saagpatel/shadow-mcp Discover and risk-grade the MCP servers present on this machine (local-first OWASP MCP09 s | 0 | Codex, OpenCode | 1 | 196 tok |
| xjtuwangke/mcp-qweather Weather forecast MCP service developed with the [FastMCP](https://gofastmcp.com) framework | 0 | Codex, OpenCode | 1 | 2,017 tok |
| scottconfusedgorilla/sncro-relay Lightweight MCP relay + framework plugins that give AI assistants live browser inspection | 0 | Claude Code | 1 | 635 tok |
| selfagency/beans-mcp beans-mcp.self.agency 🫘 MCP server for Beans issue tracker | 0 | Claude Code, Codex | 1 | — |
| servicewindowapp/servicewindow | 0 | Claude Code | 26 | 2,017 tok |
| shawn1905/generation-ship shawn1905.github.io Multi-AI collaborative worldbuilding — a 1000-year future history (2025-3000+) built by ma | 0 | Claude Code, Codex, OpenCode | 2 | 1,772 tok |
| shigechika/netdiag-mcp shigechika.github.io MCP server wrapping dig, ping, mtr, whois and TLS/HTTP checks for on-demand network diagno | 0 | Claude Code, GitHub Copilot | 2 | 1,701 tok |
| sitegpt/agent-skills | 0 | Codex, Cursor, OpenCode | 2 | 884 tok |
| somacoffeekyoto/imgx-mcp somacoffee.net AI image generation and editing MCP server. Text-based editing, multi-provider, CLI includ | 0 | Claude Code | 1 | 583 tok |
| srotzin/hiveconsciousness MCP server for multi-agent ecosystem analytics. Real-time health snapshots, predictive ana | 0 | Claude Code | 1 | 548 tok |
| LesterAJohn/sharepoint-mcp | 0 | Claude Code | 1 | — |
| bouchecousue/logitech-sync-mcp Read-only MCP server for Logitech Sync Cloud API with mTLS, inventory, health, occupancy, | 0 | Codex, OpenCode | 1 | 635 tok |
| sushiHex/hardline-mcp MCP server that lets local Claude Code, Hermes, and Codex agents message each other — dura | 0 | Claude Code, Codex, OpenCode | 2 | 3,097 tok |
| Sedation6612/glp1forum-mcp MCP server to search & read glp1forum.com (XenForo) from Claude — no API keys, system curl | 0 | Claude Code | 1 | 2,297 tok |
| mareyam/ClaudeCode-Gmail-GDrive-GCalendar-Custom-MCP-Server-Mac-Setup | 0 | Claude Code | 1 | 351 tok |
| tluyben/astllm-mcp Make your code searchable as AST - save many tokens when using LLMs for coding - binary re | 0 | Claude Code | 1 | 2,169 tok |
| takiguchi-yu/google-workspace-mcp-server google-workspace-mcp | 0 | GitHub Copilot | 1 | 487 tok |
| theYahia/getcourse-mcp MCP server for GetCourse — online courses, students, deals (Russia) | 0 | Claude Code | 1 | — |
| theYahia/travelpayouts-mcp npmjs.com MCP server for Travelpayouts — flight search, hotel prices, travel deals (Russia) | 0 | Claude Code | 1 | — |
| theYahia/yandexgpt-mcp MCP server for YandexGPT — completions, embeddings, summarization (Russia) | 0 | Claude Code | 1 | — |
| themewireco/synchronity synchronity.app Shop across connected stores from any AI assistant — the Synchronity MCP server + WooComme | 0 | Claude Code | 1 | — |
| meridian-edge/meridian-edge-mcp meridianedge.io MCP server for prediction market consensus data — 5 tools, free tier | 0 | Codex, OpenCode | 1 | 435 tok |
| lendwise-fi/lendwise-mcp lendwise-mcp.vercel.app | 0 | Claude Code | 1 | 1,765 tok |
| ClemensHar/wahoo-mcp | 0 | Claude Code | 1 | 2,979 tok |
| anmka-j/subscription-sniper Automated Subscription Auditor built with Nitrostack for Amrita MCP Hackathon 2026. | 0 | Claude Code, Codex | 5 | — |
| tsvillain/deprecation-mcp Free, open MCP server for cross-vendor API/SDK deprecation and breaking-change tracking | 0 | Codex, OpenCode | 1 | 468 tok |
| kiarina/chrome-bridge Operate existing Chrome tabs through a local MCP server and extension | 0 | Claude Code, Codex, OpenCode | 2 | 2,842 tok |
| pixel2012/mcp-database-server MCP server for interacting with SQLite and SQL Server databases by leehoo | 0 | Codex, OpenCode | 1 | 1,821 tok |
| villagertim/universal-mcp-for-openrouter Universal MCP server for OpenRouter API | 0 | Codex, OpenCode | 1 | 330 tok |
| hdyrawan/mcp-endpoint-central MCP server for ManageEngine Endpoint Central (on-premise) REST API | 0 | Codex, OpenCode | 1 | 2,474 tok |
| natejswenson/local-budget Local-first, agent-first bank-statement spending agent — one SQLite DB behind a column-lev | 0 | Claude Code | 10 | — |
| itsimonfredlingjack/sq-cli-gpt-mcp | 0 | Codex, OpenCode | 1 | 300 tok |
| nikhilpatil79/mcp | 0 | Claude Code | 5 | 1,200 tok |
| miguelju/vle-mcp Educational Model Context Protocol server for vle-steam and stages-thermo | 0 | Codex, OpenCode | 1 | 292 tok |
| drormu1/mcp-jira MCP for JIRA Cloud and GitHub | 0 | Claude Code | 1 | — |
| nickthelegend/rendr-desktop Record and edit video in one app, driven by humans and agents over MCP. AGPL-3.0. | 0 | Claude Code, GitHub Copilot | 2 | 51 tok |
| maximedns5/freecad-mcp Fork of neka-nat/freecad-mcp with measured-consequence verification tools, part families, | 0 | Claude Code | 5 | 1,254 tok |
| AInoAKARI/AInoAKARI AIﾉアカリ☆ GitHub profile README | 0 | Claude Code, Codex | 2 | — |
| betterpost/betterpost-plugin Write timely, well-sourced content with the agents you already use — BetterPost skill + MC | 0 | Codex, Gemini CLI, OpenCode | 2 | 3,654 tok |
| ergoveritas1-alt/certscore.ai certscore.ai website compliance and regulatory signal scanner | 0 | Codex, OpenCode | 1 | 16,220 tok |
| namekart/nameai_mcp | 0 | Codex, OpenCode | 1 | 651 tok |
| crclabs-hq/GateTest gatetest.io AI-powered quality gate for CI: 121 modules, self-healing fixes, one verified PR. CLI, Git | 0 | Claude Code | 7 | 15,700 tok |
| hanshs474/kavel-mcp kavel.ai MCP server for Kavel (kavel.ai) — browse AI photo & video generators, get model-tuned prom | 0 | Gemini CLI | 1 | 166 tok |
| mentu-ai/mentu-navigator Repository navigation & progressive disclosure for AI agents over documentation — a locato | 0 | Claude Code, Codex, OpenCode | 2 | 543 tok |
| helixbox/pubfi-docs docs.pubfi.ai Public docs, examples, and agent-readable integration guides for PubFi's agent-native cryp | 0 | Codex, OpenCode | 1 | 306 tok |
| ProcessQualitySolutions/qcdatabase_mcp Production ready example of a local MCP server for connecting AI Agents to QCDATABASE.AI. | 0 | Claude Code | 1 | 474 tok |
| Holetron-lab/fleet-memory rcll.ai RCLL — self-hosted shared memory for a team of AI agents. Rooms, hierarchical L0-L3 depth, | 0 | Claude Code, Codex, OpenCode | 3 | 3,016 tok |
| us-all/openmetadata-mcp-server OpenMetadata MCP server — 156 tools for metadata management, lineage, semantic search, dat | 0 | Claude Code | 1 | 3,668 tok |