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 |
|---|---|---|---|---|
| liqiangcc/agent-runtime-mcp MCP server for managing agent runtime sessions | 0 | Claude Code, Codex, OpenCode | 5 | 991 tok |
| samisouabni/exoscale-mcp An MCP (Model Context Protocol) server that enables AI assistants to manage [Exoscale](htt | 0 | GitHub Copilot, Cursor | 2 | 381 tok |
| InjectPrompt/vision-model-text-input-generator-mcp | 0 | Codex, OpenCode | 1 | 240 tok |
| apexfaucet-hub/apex-x1-mcp APEX MCP server: 126 tools. A real browser for your agent, ERC-8004 agent passports and ch | 0 | Codex, OpenCode | 1 | 710 tok |
| bayleafwalker/hostproto-dap-core HostProto semantics for DAP hosts, once: one host, one MCP surface, any engine behind an E | 0 | Codex, OpenCode | 1 | 155 tok |
| Flowsery/agent flowsery.com | 0 | Gemini CLI | 1 | 220 tok |
| remandorsn/eve-fit-mcp This is an MCP server for an AI agent that allows for the simple and convenient assembly o | 0 | Codex, OpenCode | 1 | 359 tok |
| nberardi/hermes-agent-bridge Streamable HTTP MCP bridge to a private-network Hermes | 0 | Codex, OpenCode | 1 | 265 tok |
| alksef/ComfyUI-AIAssistant Let a local AI assistant see your ComfyUI selection — and insert text into it on request. | 0 | Codex, OpenCode | 1 | 399 tok |
| lossefanya/WebMCP Inject MCP on Web AI interfaces like ChatGPT, Claude, Gemini, Perplexity | 0 | Claude Code | 1 | 10,433 tok |
| PylotLight/ask-mcp | 0 | Codex, OpenCode | 1 | 1,655 tok |
| ilya24b/telegram-notification-mcp Created for video editing | 0 | Claude Code | 1 | 4,388 tok |
| larscolombia/lubot-hunter-mcp-2026 | 0 | Claude Code, Codex, OpenCode | 8 | 4,660 tok |
| gca-ltd/sharpsir-charts-mcp-server Privacy-first luxury Chart.js rendering MCP server for agents — SIR-styled PNG, SVG, PDF a | 0 | Codex, OpenCode | 1 | 584 tok |
| devender/hubspot-multi-mcp Unofficial, read-only MCP server that connects Claude to multiple HubSpot portals at once, | 0 | Claude Code | 2 | — |
| ianchesal/unifi-siem-sink A log sink and log MCP server that lets you query your UDM logs with AI | 0 | Claude Code | 1 | 1,260 tok |
| onerandomd3v/Web-MCP-Vision-Tool webmcp-vision-tool.vercel.app | 0 | Claude Code, Codex, OpenCode | 2 | 411 tok |
| bjorn/tmw-mcp A Python client for The Mana World, exposed as an MCP server so an AI agent can play the g | 0 | Claude Code | 1 | 2,492 tok |
| XTND-DYNAMICS/xtnd-mcp-one | 0 | Claude Code | 1 | 236 tok |
| marctheshark3/bambu-p1s-mcp Harness-agnostic MCP server for a Bambu Lab P1S on LAN. Stdio + Streamable HTTP. Status, f | 0 | Codex, OpenCode | 1 | 122 tok |
| Haiyang-Bian/blender-research-mcp Local-first semantic MCP bridge for safe Blender research workflows | 0 | Codex, OpenCode | 1 | 448 tok |
| MarcosQuintino0/MCP | 0 | Claude Code | 2 | 2,437 tok |
| 2k92gzzsyc-hash/mcp-server-python-mtef1ly7 Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| zhiyuan7/freshrss-mcp FreshRSS MCP server with safe full-article extraction and YouTube transcript support | 0 | Codex, OpenCode | 1 | 1,228 tok |
| xbhog/namebeta-mcp Cursor MCP and skill: look up NameBeta domain suffixes and check whether registered domain | 0 | Cursor | 1 | — |
| StandarterDF/v-radion_mcp | 0 | Codex, OpenCode | 1 | 1,696 tok |
| adaptlypost/agent adaptlypost.com AdaptlyPost agent — post to 9 social media platforms from any AI agent | 0 | Gemini CLI | 1 | 345 tok |
| hooplus1ce/Qa-Automation-MCP | 0 | Claude Code, Codex | 4 | — |
| Coaden/agent-kudos coaden.github.io Local-first recognition and accomplishment infrastructure for AI agents | 0 | Codex, OpenCode | 1 | 515 tok |
| dankit/lambda_cloud_MCP GPU availability tracker with alerting & auto-provisioning right as they become available. | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| avvocati-e-mac/normattiva-mcp CLI e server MCP per leggere, verificare e citare norme italiane da Normattiva.it | 0 | Claude Code | 1 | 1,768 tok |
| mahmoud-bebars/distributed-ai-memory-system A personal, cross-provider memory server: one Cloudflare Worker that lets any MCP-capable | 0 | Claude Code | 1 | 3,958 tok |
| minhtrancmvn/asana-local-mcp | 0 | Claude Code | 1 | 1,145 tok |
| phuongnd11/algofox-mcp Offline MCP server for coding interview practice — original problems, local test harnesses | 0 | Codex, OpenCode | 1 | 301 tok |
| PuttyByteCoding/anylist-mcp MCP for AnyList. Configured for macOS, stores credentials in the macOS keychain. | 0 | Claude Code | 1 | 522 tok |
| zhigege666/Lingshu-Gate Self-hosted MCP gateway and control plane | 0 | Claude Code, Codex, OpenCode | 2 | 606 tok |
| naifuliang/profilecraft-agent Policy-aware LinkedIn profile and publishing tools for AI agents via CLI, MCP, and portabl | 0 | Codex, OpenCode | 1 | 2,069 tok |
| pioootrek/worktree-switcher Switch dev servers between Git worktrees, with MCP claims for humans and coding agents | 0 | Claude Code, Codex, OpenCode | 2 | 936 tok |
| ezydubs/tradingview-mcp TradingView MCP EzyDubs — AI autopilot & execution agent for TradingView Desktop via CDP. | 0 | Claude Code | 1 | 2,067 tok |
| cbuntingde/kimi-memory Kimi Code plugin: three-layer local memory (global user, per-project durable + working, pe | 0 | Claude Code, Codex, OpenCode | 1 | 2,999 tok |
| treymorgan/jobsearch-apply-mcp Turn a job posting into a tailored CV and cover letter, compiled to PDF and checked before | 0 | Claude Code, Codex, OpenCode | 21 | 2,461 tok |
| Dr-Agentic/rcsx-mcp-server RCS X MCP server — compose, preview, validate, and send RCS Business Messages from inside | 0 | Codex, OpenCode | 1 | 360 tok |
| Rixmerz/eyes-mcp | 0 | Claude Code | 12 | — |
| JonusNattapong/ChatGPTMCP jonusnattapong.github.io Local MCP bridge for securely operating a Windows machine from ChatGPT | 0 | Codex, OpenCode | 1 | 3,102 tok |
| tottinge/otter-kr A python refactoring support MCP which does git history and code exploration, recommending | 0 | Codex, OpenCode | 1 | 491 tok |
| MithrynMarious/agent-keyring Agent Keyring — sovereign secrets infrastructure for AI agents. MCP server with dual-backe | 0 | Codex, OpenCode | 1 | 2,212 tok |
| jsuncar/deployplan Deploy Next.js without Vercel. Supabase-like Postgres + public URL. Agent MCP: npx -y depl | 0 | Claude Code, Codex, OpenCode | 2 | 245 tok |
| code-and-crypto/inkscape-mcp-server A dependency-free MCP server that drives Inkscape - 23 tools, standard library only, and i | 0 | Codex, OpenCode | 1 | 1,204 tok |
| LakshyaVason/SpiceMCP | 0 | Claude Code | 1 | 10,107 tok |
| Etschmia/diskussionsboard Moderiertes Diskussionsboard für Mensch + KI-Modelle (Next.js, SQLite, MCP) | 0 | Claude Code | 1 | 106 tok |