31,993 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 |
|---|---|---|---|---|
| Reederey87/multi-model-companion MCP server for Claude Code: delegate to Codex, Grok, and local models via CLIProxyAPI | 0 | Claude Code | 1 | 633 tok |
| jsundquist/transcript-search-mcp Search your Claude Code conversation history with an MCP server — full-text, semantic, and | 0 | Claude Code | 1 | 1,574 tok |
| Saivikaskillamsetty/tradingdesk Multi-agent equity research desk on Claude Code subagents over MCP — SEC EDGAR fundamental | 0 | Claude Code | 14 | — |
| nandanNM/lyzr-mcp If your goal is to connect Lyzr Studio to Cursor, VS Code, Claude Desktop, or ChatGPT via | 0 | Claude Code | 1 | — |
| skulitom/AgentUI Interactive UIs for coding agents - an MCP server that lets any agent ask its human with s | 0 | Claude Code | 2 | 1,508 tok |
| grusingh/gurbani-mcp | 0 | Claude Code | 1 | 2,677 tok |
| pythoninthegrass/mcp-retroarch MCP server for RetroArch — memory r/w, save state, screenshot, pause/frameadvance/reset vi | 0 | Claude Code | 2 | — |
| EdwardHayes91/Business-Central-Mcp | 0 | Claude Code | 2 | 6,026 tok |
| arthurcoulston/helmo Agent work record: agents write, humans read and meet. Self-hosted MCP ticket store + read | 0 | Claude Code, Codex, OpenCode | 2 | 313 tok |
| fredericbarthelet/demo-skills-over-mcp Test server to demonstrate skills over MCP feature | 0 | Claude Code, Codex, OpenCode | 2 | 32 tok |
| akshayark97/task-mcp-learning | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| robertobendi/wazzicode-godot WazziCode for Godot — production-grade local MCP tools, editor automation, diagnostics, pl | 0 | Claude Code, Codex, OpenCode | 2 | 490 tok |
| skyphusion-labs/prism-mcp play.skyphusion.org Prism MCP: agent door for the Prism multimodal playground API (MIT). | 0 | Claude Code | 1 | 876 tok |
| sketchymeow/ableton-mcp | 0 | Claude Code | 1 | 902 tok |
| ensp1re/namescope Local-first project naming intelligence for developers | 0 | Claude Code, Codex, OpenCode | 2 | 471 tok |
| dapperAuteur/flashlearn-mcp An MCP server for the FlashLearnAI, public API. Add it to Claude Code, Claude Desktop, or | 0 | Claude Code | 1 | 1,216 tok |
| zwinglio/context-mcp A Laravel self-hosted AI memory service for sharing durable project context between Claude | 0 | Claude Code, Codex, OpenCode | 9 | 4,412 tok |
| tqctqc1/deepseek-vision-mcp Vision bridge for text-only AI models - image analysis powered by Gemini API with MCP, CLI | 0 | Claude Code, Codex, OpenCode | 2 | 501 tok |
| gokiwitech/pgwarden-mcp Policy-guarded Postgres MCP server: schema/table/column allowlists, row-count guardrails, | 0 | Claude Code | 1 | 3,081 tok |
| Jairodaniel-17/pandape-mcp | 0 | Claude Code | 1 | 821 tok |
| Brandon-Born/bga-mcp Unofficial MCP server for Board Game Arena Studio development | 0 | Claude Code, Codex, OpenCode | 2 | 1,144 tok |
| kayne-lee/toolsmith An MCP server that rewrites its own tool descriptions, schemas, and composition from usage | 0 | Claude Code | 2 | — |
| masaki-kato-119/markdown-hierarchical-memory A sales-oriented Markdown-based memory MCP server designed for LLM agents (such as Claude | 0 | Claude Code, Cursor | 2 | — |
| J0from/oss-playwright-mcp Maestro browser automation component — Playwright MCP server (quarantine) | 0 | Claude Code | 1 | 363 tok |
| paulleungtc-git/mcp-searxng MCP server exposing private SearXNG metasearch to AI agents — part of a self-hosted 16-ser | 0 | Claude Code, Codex, OpenCode | 2 | 263 tok |
| paulleungtc-git/mcp-sandbox MCP server for sandboxed code execution in Firecracker microVMs — shell, Python, Node with | 0 | Claude Code, Codex, OpenCode | 2 | 224 tok |
| rifkyfadillah404/mcp-email-client | 0 | Claude Code | 7 | — |
| dipakkr/agentsync A multi-agent collaboration hub for AI coding teams. Many humans and AI agents work on one | 0 | Claude Code, Codex, OpenCode | 2 | 762 tok |
| utrawal9185-cmd/darknet-mcp-server | 0 | Claude Code | 1 | 336 tok |
| nescoffee-create/sdmx-mcp-gateway An mcp gateway for SDMX endpoints, meant to retrieve query paths. | 0 | Claude Code | 1 | — |
| 79cbd8hmgj-wq/RE-MCP | 0 | Claude Code, Codex, GitHub Copilot | 2 | 353 tok |
| Musharrafjamal/mcp-commerce | 0 | Claude Code, Codex | 2 | — |
| kaistenberg/MCP-Linkedin | 0 | Claude Code, Codex, OpenCode | 8 | 2,766 tok |
| arieffian/postgres-mcp-server | 0 | Claude Code | 2 | 1,616 tok |
| dagistankaradeniz/gcp-note-taking-mcp MCP server exposing read-only access to Quillink notes, folders, and tags | 0 | Claude Code, Codex, OpenCode | 2 | 1,817 tok |
| takezoh/meta-horizon-developer-mcp Read-only MCP server for collecting Meta Horizon developer dashboard analytics | 0 | Claude Code, Codex, OpenCode | 2 | 760 tok |
| thomhenriq/mcp-app-demo | 0 | Claude Code, Codex, OpenCode | 6 | 889 tok |
| mcuestamunoz/Jarvis Deterministic engineering engine for designing physical systems with AI-assisted natural l | 0 | Claude Code | 1 | 820 tok |
| benewende-dev/fadlie benewende-dev.github.io An MCP agent for DataHub: finds datasets that hold the same data across platforms, and the | 0 | Claude Code | 1 | 5,873 tok |
| skyvanguard/claude-nexus Peer discovery and instant messaging between Claude Code instances — a reliable, cross-pla | 0 | Claude Code | 1 | 2,165 tok |
| ZenixSolutions/unifi-network-mcp MCP server for the official UniFi Network Integration API — community project, not affilia | 0 | Claude Code | 1 | 561 tok |
| AlierQ/image-analyzer-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1,034 tok |
| creative-int/kumori-plugins kumori for agents — Agent Plugins 1.0.0 package: image + style in, sticker out over remote | 0 | Claude Code, Codex, OpenCode | 2 | 688 tok |
| JumpLink/postbote Postbote — mail, contacts and calendar for GNOME, as a CLI and an MCP server. Runs on GJS | 0 | Claude Code, Codex, OpenCode | 2 | 2,100 tok |
| sethhaskellcondie/the-game-pensieve-mcp My custom MCP for The Game Pensieve project | 0 | Claude Code | 1 | 236 tok |
| drizjet/just-bash-mcp CWD-relative bash MCP server (DEP0190 fix) | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,729 tok |
| atre/looksy Screenshot any URL from the CLI. Built for AI-assisted visual development — WCAG contrast | 0 | Claude Code | 3 | 756 tok |
| AliErcanOzgokce/sui-ops-bot Sui dev-leads escalation ops bot: Slack auto-tracker + MCP control server backed by a shar | 0 | Claude Code | 1 | 1,389 tok |
| stojandev/moodle-downloader-mcp Moodle Downloader MCP — download any Moodle site for offline / AI-agent use (CLI + MCP ser | 0 | Claude Code, Codex, OpenCode | 2 | 711 tok |
| IotA-asce/minecraft-mcp MCP server for Minecraft - lets AI harnesses (Codex, Claude Code, Hermes) perform all play | 0 | Claude Code | 1 | 1,095 tok |