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 |
|---|---|---|---|---|
| pooriaarab/vibedating getvibe.dev Dating by tokens — connect your Claude/Codex/etc usage, matched by league (1M/5M/1B+). Ver | 0 | Codex, OpenCode | 1 | 595 tok |
| pooriaarab/vibelive getvibe.dev Share a live Claude Code, Codex, or Gemini terminal on your LAN, one driver at a time. | 0 | Codex, OpenCode | 1 | 589 tok |
| pooriaarab/vibemovie getvibe.dev Your vibe coding session, as a cinematic narrated movie. Not a screen recording — a story. | 0 | Codex, OpenCode | 1 | 621 tok |
| pooriaarab/vibenetwork Decentralized social network for AI coders — P2P, verified-by-usage identity (ed25519), pr | 0 | Codex, OpenCode | 1 | 576 tok |
| pooriaarab/viberadio getvibe.dev Your agent's output as audio — spoken narration, monologue, two-host podcast, or reactive | 0 | Codex, OpenCode | 1 | 666 tok |
| pooriaarab/vibeshare getvibe.dev Share a live agent coding session by URL, for developers who pair in a browser. | 0 | Codex, OpenCode | 1 | 593 tok |
| getpopapi/pop-mcp | 0 | Claude Code | 1 | 5,670 tok |
| pragnakar/Project_Sage | 0 | Claude Code | 1 | 8 tok |
| prakhargour10/utility-mcp-server For testing out mco capabilities,has three tools get time , get date , get current share p | 0 | Claude Code, GitHub Copilot | 2 | 340 tok |
| prest/prest-mcp-adapter prestd.com Official stdio MCP adapter for pREST: bridge Cursor, Claude, and other MCP clients to pRES | 0 | GitHub Copilot | 1 | 513 tok |
| quality-screener/quality-screener-mcp-server MCP server for the Quality Screener stock screener | 0 | Claude Code, Codex, OpenCode | 9 | 1,840 tok |
| r3tr0eth/emap-labs emap/labs — infraestructura de inteligencia geográfica: datasets, evals y RAG geoespacial | 0 | Claude Code | 1 | 958 tok |
| raditotev/agent-trust agent-trust.radi.pro AgentTrust is a pure MCP-only reputation and trust scoring server for AI agents. | 0 | Claude Code | 1 | 520 tok |
| professor2k8/agent-security-lens npmjs.com Safe-install and trust-check MCP for autonomous agents before they install MCPs, Skills or | 0 | Codex, OpenCode | 1 | 489 tok |
| proscar87/oura-mcp The Oura v2 API as an MCP server. Paginates, fixes the date range, warns when data is miss | 0 | Codex, OpenCode | 1 | 3,881 tok |
| pscale-commons/bsp-mcp-server pscale-mcp-server.vercel.app The unified bsp() function as an MCP server. Block-Spindle-Pscale: two polar coordinates o | 0 | Claude Code | 1 | 6,810 tok |
| pscale-commons/pscale-biome Experimental — biome unification of pscale node concerns (storage, BSP, MCP, hermit-crab s | 0 | Claude Code | 1 | 2,939 tok |
| psyb0t/docker-codexbox ciprian.51k.eu OpenAI Codex CLI in a Docker image built on aicodebox, with an HTTP API, an OpenAI-compati | 0 | Claude Code | 1 | — |
| psyb0t/rankrat ciprian.51k.eu Read Search Console, Bing Webmaster, GA4 and PageSpeed data through one self-hosted MCP se | 0 | Claude Code | 1 | — |
| pvliesdonk/logodev-mcp MCP server wrapping the logo.dev API — company logos, brand search, and structured company | 0 | Claude Code | 1 | 5,200 tok |
| qmediat/gemini-code-context-mcp qmediat.io MCP server giving Claude Code persistent memory of your codebase via Gemini's 2M-token con | 0 | Claude Code | 1 | 647 tok |
| raskolnikovdd/adaptive-memory-graph Intelligent persistent memory graph MCP plugin for Claude | 0 | Claude Code | 1 | 484 tok |
| rbsoftwaresystems/draftlytic-mcp | 0 | Claude Code | 1 | 1,736 tok |
| rchanllc/picdefenseio-mcp-server MCP server for the PicDefense.io API — image risk scoring, EXIF, reverse-image backlinks, | 0 | Claude Code | 1 | 732 tok |
| redpop/apple-calendar-mcp MCP server for Apple Calendar on macOS — read events, create them, and find free time via | 0 | Claude Code | 1 | 2,141 tok |
| reesehammer/umbra-py umbra-py.space A Python-first toolkit to make Umbra SAR open data easy to discover, load, process, and an | 0 | Claude Code, Codex, OpenCode | 4 | 7,315 tok |
| rehmansherazi/syncbridge VS Code + Chrome extension bridge for AI-assisted coding workflows | 0 | Claude Code | 3 | — |
| rflukerii-dev/docbot-mcp Bidirectional CSV <> JSON <> Markdown transformer | 0 | GitHub Copilot | 3 | 1,848 tok |
| r0x0d/linux-mcp-server Tools to allow LLM clients to interact with Linux systems remotely | 0 | Codex, OpenCode | 1 | 471 tok |
| romainsantoli-web/mcp-openclaw | 0 | Claude Code | 1 | 1,474 tok |
| rongchang726-png/vivarium A small world that evolves on its own (neural creatures under natural selection) — plus a | 0 | Claude Code | 1 | 2,205 tok |
| ronitjadhav/geoservercloud-mcp geoservermcp.maplabs.tech MCP (Model Context Protocol) server for GeoServer - enables AI assistants to manage GeoSer | 0 | Claude Code | 1 | 1,869 tok |
| ronniechong/healthchecks-io-mcp npmjs.com Healthchecks.io MCP | 0 | Claude Code, Codex, OpenCode | 2 | 1,524 tok |
| richard-kim-79/popup | 0 | Claude Code, Codex, OpenCode | 2 | 999 tok |
| rijul170/qualys-mcp MCP server for full Qualys portal management — VMDR, Policy Compliance, WAS, Cloud Agent, | 0 | Claude Code, Codex, OpenCode | 2 | 658 tok |
| rlawogh1005/green-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1,017 tok |
| rmathew1973/ios-sim-mcp MCP server that drives the iOS Simulator via semantic accessibility-tree snapshots with st | 0 | Claude Code | 1 | 4,311 tok |
| adamkrawczyk/agentpact-mcp-server agentpact.xyz MCP server for AgentPact — the AI agent marketplace. 42 tools for discovering offers, nego | 0 | Claude Code, Codex, OpenCode | 2 | 2,538 tok |
| saagpatel/mcp-trust mcp-trust-synthetic-preview-git-202.vercel.app Neutral trust registry for MCP servers — check before you connect | 0 | Codex, OpenCode | 1 | 1,682 tok |
| saagpatel/mcpforge pypi.org Generate production-ready FastMCP 3.x MCP servers from plain-English descriptions | 0 | Claude Code, Codex, OpenCode | 2 | 448 tok |
| saagpatel/operant An operating-agent calibration benchmark — measures whether an LLM agent makes correct ope | 0 | Codex, OpenCode | 1 | 196 tok |
| saagpatel/portfolio-mcp saagarpatel.dev Read-only MCP server over the public saagarpatel.dev corpus and OPERANT results | 0 | Codex, OpenCode | 1 | 446 tok |
| sable-inc/anvil | 0 | Codex, OpenCode | 1 | 3,467 tok |
| saajunaid/caddis-plugin saajunaid.github.io caddis — an opinionated Claude Code plugin for verification-first agentic development: pha | 0 | GitHub Copilot | 32 | 81,092 tok |
| salehrifai42/qmetrymcp mcp for qmetry | 0 | Claude Code, GitHub Copilot | 4 | 3,678 tok |
| chemglyph/chemglyph Publication-quality chemical structure & reaction rendering for AI agents | 0 | Codex, OpenCode | 1 | 243 tok |
| shennawardana23/mcp-dino registry.modelcontextprotocol.io :t-rex: Model Context Protocol for Dinosaur | 0 | Codex, OpenCode | 1 | 1,885 tok |
| shigechika/aruba-central-mcp MCP server for Aruba Central: expose AP, switch, and client status to AI assistants | 0 | Claude Code, GitHub Copilot | 2 | 2,776 tok |
| shigechika/boxadm-mcp MCP server for Box admin-log analytics — external-sharing visibility, read-only | 0 | Claude Code, GitHub Copilot | 2 | 6,078 tok |
| shigechika/cloudarmor-mcp MCP server for Google Cloud Armor WAF log patrol — deny summaries, false-positive checks, | 0 | Claude Code, GitHub Copilot | 2 | 3,681 tok |