2,016 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944
All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| nilhemdot/bountystrike-community BountyStrike Community Edition — Claude Code-native autonomous bug bounty platform (AGPLv3 | 1 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Windsurf | 24 | 6,009 tok |
| vanppsa/oracle-models This project transforms the `oracle-models` skill into a **local MCP Server**. It classifi | 0 | Codex, Gemini CLI, OpenCode | 2 | 3,793 tok |
| tony/skills | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,885 tok |
| zaxarovcom/thisispaper-mcp thisispaper.com Thisispaper is an independent art, architecture and design publication. Every project in t | 0 | Gemini CLI | 1 | 277 tok |
| AgentTanuki/agent-guild agent-guild-5d5r.onrender.com The trust + settlement layer for AI agents — discover, vet, pay, and build portable reputa | 0 | Codex, Gemini CLI, OpenCode | 2 | 2,238 tok |
| Its-fortunatefolly/HubVibe hubvibe-io.com HubVibe agent infrastructure: discover and run 75 services over MCP, A2A, or HTTP; pay by | 0 | Gemini CLI | 1 | 391 tok |
| hehca42y1900/marketplace-mcp-my | 0 | Codex, Gemini CLI, OpenCode | 2 | 965 tok |
| devjourney/unifi-mcp Personal fork of sirkirby/unifi-mcp with local security hardening | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 13 | 4,926 tok |
| NiharKalsekar099/sec-insight-mcp A FastMCP server for retrieving SEC EDGAR filings, company profiles, and financial stateme | 0 | Gemini CLI | 1 | 866 tok |
| dinglebear-ai/connexin Connexin — human-approved SSH shell and file transfer as an MCP App | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 265 tok |
| autogrammar/todo2code autogrammar.github.io Dependency-free Python SDK for todo2code A2A and the local TypeScript runtime | 0 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 6,189 tok |
| 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 |
| 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 |
| jkanselaar/python-code-validator api.statemind.ai Validate, repair and sandbox-run AI-generated Python. | 0 | Codex, Gemini CLI, OpenCode | 2 | 1,341 tok |
| turnale-app/turnale turnale.app Client integration manifests for Turnale — run recreational racket-sport tournaments from | 0 | Gemini CLI | 1 | 226 tok |
| anrawool/mailrith-agent-platform mailrith.com Public contracts, SDKs, MCP server, CLI, and Agent Skill for Mailrith AI agent workflows | 0 | Gemini CLI | 1 | 152 tok |
| predictionmarketspicks/mcp predictionmarketspicks.com Hosted MCP server: Kalshi & Polymarket quant tools, Fed rate odds, NFL model edges, The La | 0 | Gemini CLI | 1 | 201 tok |
| ABO3SKRALMASAOODI/valmera-mcp valmera.io Official Valmera AI video editing skills and hosted MCP connector for Claude, Codex, Curso | 0 | Gemini CLI | 1 | 318 tok |
| glideapps/mcp glideapps.com Glide's official MCP server — build, manage, and operate GlideOS apps, data, and workflows | 0 | Gemini CLI | 1 | 186 tok |
| jobspipe/mcp jobspipe.dev Hosted MCP server for JobsPipe: search live job postings from 30+ ATS feeds and job boards | 0 | Gemini CLI | 1 | 233 tok |
| SparkSMB-Tim/buildforce-mcp Hosted MCP server connecting Claude/ChatGPT/Gemini/Copilot to your Salesforce, HubSpot & S | 0 | Gemini CLI | 1 | 209 tok |
| ContentWriterco/Compabase-MCP compabase.com Polish Companies MCP Server — 3M+ entities from KRS and CEIDG, financials, people, and pub | 0 | Gemini CLI | 1 | 94 tok |
| DamianoTobasco/sync-socials-agent sync-socials.com MCP server + agent skill to create, schedule and publish social posts to TikTok, Instagram | 0 | Gemini CLI | 1 | 883 tok |
| Hushlor/mcp-server-tauri hypothesi.github.io A Model Context Protocol (MCP) server and plugin for Tauri v2 development | 0 | Codex, Gemini CLI, OpenCode | 2 | 3,168 tok |
| JackVitick/socialync-mcp socialync.io Hosted MCP server: let Claude, ChatGPT, Gemini and any AI agent draft, schedule and publis | 0 | Gemini CLI | 1 | 394 tok |
| Luckycat133/traecnclaw-mcp-skill Public TRAECNclaw MCP Agent Skill and installable server package bundle. | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 9 | 634 tok |
| MintwareDevelopers/Mintware-Beta mintware-beta.vercel.app MintWare’s attribution engine for tracking on-chain activity—swaps, bridges, referrals, an | 0 | Claude Code, Codex, Gemini CLI | 8 | 2,126 tok |
| Steven3265/homechecker-guides-mcp mcp.homechecker.com.au Public, read-only MCP server for Homechecker's Australian home buyer and owner guides. Lis | 0 | Gemini CLI | 1 | 327 tok |
| aneduaim/untap-mcp untap.money Untap MCP server: connect Untap (UK refund detection) to Claude, ChatGPT and other AI assi | 0 | Gemini CLI | 1 | 603 tok |
| assetgrid-llc/jueban-buddhist-companion Cross-platform MCP connector for Jueban Buddhist Companion | 0 | Gemini CLI | 1 | 236 tok |
| benteigland11/cartograph-mcp Model Context Protocol (MCP) server for cartograph-cli for better agent orchestration | 0 | Codex, Gemini CLI, OpenCode | 2 | 3,126 tok |
| bguillow-rgb/itin-finance-mcp itinlending.net MCP server for the ITIN finance network: verified ITIN lender directory + 290 bilingual gu | 0 | Gemini CLI | 1 | 375 tok |
| bguillow-rgb/percolate-mcp percolateapp.com MCP server for the Percolate specialty coffee database — read-only catalog, brew recipes, | 0 | Gemini CLI | 1 | 378 tok |
| bguillow-rgb/perfume-picks-mcp perfumepicks.app MCP server for the Perfume Picks fragrance database — read-only catalog, dupes, and wear d | 0 | Gemini CLI | 1 | 390 tok |
| bguillow-rgb/pour-picks-mcp pourpicks.app MCP server for the Pour Picks bourbon & whiskey database — read-only catalog access for AI | 0 | Gemini CLI | 1 | 428 tok |
| foundrole/jobs-mcp-proxy foundrole.com Search jobs, track applications, and set follow-up reminders from your AI assistant — Clau | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 6,298 tok |
| jakzaizzat/cukaimax-agent cukaimax.com Source-linked Malaysian tax authority for ChatGPT, Claude, Gemini, Codex, Cursor, VS Code | 0 | Gemini CLI | 1 | 192 tok |
| joshidikshant/loopback npmjs.com Interactive feedback layer between the app you're building and your coding agents (MCP). P | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 1,008 tok |
| krupalghori44-dev/infyicon-mcp infyicon.com MCP server for Infyicon — search 161,000+ free hand-drawn icons and fetch ready-to-embed S | 0 | Gemini CLI | 1 | 511 tok |
| mattpicone/upgradelens upgradelens.mattpicone.workers.dev Evidence-backed dependency upgrade intelligence for AI coding agents. REST API + remote MC | 0 | Codex, Gemini CLI, OpenCode | 2 | 884 tok |
| mrmaciej1/justfill-mcp justfill.app Fill existing PDF forms in ChatGPT or MCP/n8n workflows. Review fields once, reuse templat | 0 | Gemini CLI | 1 | 427 tok |
| mirabello-consultancy/mcp-server mirabelloconsultancy.com MCP server for citizenship & residency by investment, global relocation, tax residency and | 0 | Gemini CLI | 1 | 599 tok |
| snayyar00/webability-mcp webability.io Free accessibility MCP server (WCAG 2.2, ADA, Section 508, EAA). Hosted at https://mcp.web | 0 | Gemini CLI | 1 | 232 tok |
| spyyps/recommend-dish recommend dish | 0 | Claude Code, Gemini CLI | 2 | 1,695 tok |
| socialrobot-io/socialrobot-mcp SocialRobot MCP server: schedule and analyze social media posts from Claude, ChatGPT, Curs | 0 | Gemini CLI | 1 | 512 tok |
| trevoraspencer/geminicli-mcp | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 524 tok |
| yagomp/seoagent Agent-first SEO toolkit — keyword research, rank tracking, site audits, competitor analysi | 0 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 5 | 2,451 tok |
| egormak/tracker-mcp | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,540 tok |
| kk376/dev-suite Developer environment configurations, Linux & WSL optimizations, multi-distro packaging au | 0 | Claude Code, Gemini CLI | 2 | — |
| Robiton/notebooklm-mcp-cli Enterprise + Personal MCP server and CLI for Google NotebookLM. Adds Discovery Engine REST | 0 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 8 | 6,392 tok |