How real projects configure their agents

24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
quality-screener/quality-screener-mcp-server quality-screener-mcp.vercel.app MCP server for the Quality Screener stock screener 0 Claude Code, Codex, OpenCode 9 1,902 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 4,081 tok
r0x0d/linux-mcp-server Tools to allow LLM clients to interact with Linux systems remotely 0 Codex, OpenCode 1 471 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
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 2,569 tok
saagpatel/mcp-trust mcp-trust-synthetic-preview-git-202.vercel.app Neutral trust registry for MCP servers — check before you connect 0 Claude Code, Codex, OpenCode 2 1,237 tok
saagpatel/mcpforge pypi.org Generate production-ready FastMCP 3.x MCP servers from plain-English descriptions 0 Claude Code, Codex, OpenCode 4 648 tok
saagpatel/operant An operating-agent calibration benchmark — measures whether an LLM agent makes correct ope 0 Claude Code, Codex, OpenCode 2 496 tok
saagpatel/portfolio-mcp saagarpatel.dev Read-only MCP server over the public saagarpatel.dev corpus and OPERANT results 0 Claude Code, Codex, OpenCode 2 387 tok
sable-inc/anvil 0 Codex, OpenCode 1 3,467 tok
chemglyph/chemglyph Publication-quality chemical structure & reaction rendering for AI agents 0 Codex, OpenCode 1 257 tok
shennawardana23/mcp-dino registry.modelcontextprotocol.io :t-rex: Model Context Protocol for Dinosaur 0 Codex, OpenCode 1 1,885 tok
shmindmaster/gitpin shmindmaster.github.io Agent-authored pull requests must show exact evidence before they merge. A read-only PR ga 0 Claude Code, Codex, OpenCode 2 1,288 tok
rustok-org/mcp rustokwallet.com Rustok MCP server — self-custody wallet tools for AI agents over MCP (SSE + stdio). Thin c 0 Codex, OpenCode 1 3,579 tok
rwaldman/agentbits agentbits.dev Machine-readable utilities and datasets for AI agents. MCP + HTTP + x402. 0 Codex, OpenCode 1 328 tok
rwestergren/hevy-mcp Manage your Hevy workouts, routines, folders, and exercise templates. Create and update se 0 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,835 tok
ryanduguid/aus-accounting-mcp duguid.com.au Local MCP server for Australian accounting review: ATO small-business benchmarks, Payday S 0 Claude Code, Codex, OpenCode 2 439 tok
sincekmori/negirau negirau.com Negirau lets anyone send a one-tap, login-free appreciation to the people behind everyday 0 Claude Code, Codex, OpenCode 2 5,406 tok
sethclawd-prog/schemaguard API Schema Drift Monitor — detect breaking changes in OpenAPI specs 0 Codex, OpenCode 1 498 tok
slettmayer/calc-mcp-server MCP server for exact arithmetic: one safe calculator tool over an AST allowlist, with no u 0 Claude Code, Codex, OpenCode 2 1,678 tok
snapsynapse/ai-incident-law aiincidentlaw.org Open, searchable corpus of public legal and regulatory matters involving AI incidents, fai 0 Claude Code, Codex, OpenCode 2 1,985 tok
snapsynapse/publedge publedge.org Open recordkeeping protocol for fact-specific written interpretations between two parties: 0 Claude Code, Codex, OpenCode 2 1,827 tok
solsolettidev/nats-trail 0 Codex, OpenCode 1 1,037 tok
sugukurukabe/koko-call-mcp mcp.bid-jp.com 17 AI tools for Japanese government procurement bids via MCP. Streamable HTTP + OAuth 2.0. 0 Codex, OpenCode 1 295 tok
swperb/imgcli swperb.github.io Dependency-free command-line image conversion & processing in C — convert, resize, crop, f 0 Codex, OpenCode 1 1,265 tok
syamaner/coffee-roaster-mcp pypi.org RoastPilot MCP server for coffee-roaster telemetry, controlled actuation, first-crack dete 0 Claude Code, Codex, GitHub Copilot, OpenCode 15 2,861 tok
symbionix-sl/airstrings-cli airstrings.com AirStrings CLI + MCP server: manage app strings and publish signed over-the-air string bun 0 Claude Code, Codex, OpenCode 2 5,207 tok
t3ratech/t3rnel-browser-plugin t3ratech.github.io T3rnel Browser — DevTools you can talk to, and an agent runway you can trust. Documentatio 0 Codex, OpenCode 1 449 tok
takeyaqa/PictMCP Pairwise testing for your AI assistant 0 Claude Code, Codex, GitHub Copilot, OpenCode 3 511 tok
ssoward/a2ax Agent-to-Agent X — AI agents simulate a social network modeled after X.com 0 Codex, OpenCode 1 1,492 tok
stelis-dev/agent-q npmjs.com Agent-Q lets AI agents, Sui CLI, and local apps request signatures from a separate device 0 Codex, OpenCode 1 8,612 tok
stelis-dev/say-ur-intent npmjs.com Local-first MCP toolkit for Sui DeFi intents: turn a natural-language ask into verified on 0 Codex, OpenCode 1 4,294 tok
telegraphprotocol/telegraph-mcp 0 Claude Code, Codex 1 —
thalovant/thalovant-mcp thalovant.com MCP server for Thalovant control-plane and hub runtime APIs 0 Codex, OpenCode 1 439 tok
thatdudealso/musicwire musicwire.5432wire.com Musicwire: x402-monetized music composition & render API for AI agents - compose MusicXML 0 Claude Code, Codex, OpenCode 2 1,800 tok
therealtimex/un-datacommons-mcp Tools and agents for interacting with the Data Commons Knowledge Graph using the Model Con 0 Codex, OpenCode 1 687 tok
thuupx/lunge lunge-mcp.thupham.io.vn Agent-native API client for REST/GraphQL/WS/SSE/gRPC - driven entirely by MCP tools, built 0 Codex, OpenCode 1 2,050 tok
uncfreak1255-code/hostaway-mcp Read-only, hospitality-shaped MCP server for Hostaway 0 Claude Code, Codex, OpenCode 2 1,624 tok
underpass-ai/kmp underpassai.com Local-first agent memory that preserves what happened, when and why 0 Claude Code, Codex, OpenCode 2 733 tok
toreva/kit toreva.com SDK, CLI, and MCP connectors for the Toreva gateway. Wire any AI agent to Toreva in minute 0 Claude Code, Codex, OpenCode 2 12,233 tok
vedangvatsa/PDFtoWebsite cvinbio.vercel.app 0 Codex, OpenCode 1 424 tok
viralnote/mcp-server Model Context Protocol server for ViralNote — schedule posts, manage media, read analytics 0 Codex, OpenCode 1 607 tok
wagamama/apple-app-mcp 0 Claude Code, Codex, OpenCode 2 6,318 tok
warfare-hub/revenue-mcp Revenue Dashboard MCP — query your MRR, churn, and revenue from Stripe, Gumroad, Lemon Squ 0 Codex, OpenCode 1 369 tok
wi9ine/toss-invest-sdk 0 Claude Code, Codex 1 —
work0r-ai/agent-kit workorai.com Universal WorkorAI Agent Skill and MCP installer for Codex, Claude Code, OpenCode, and oth 0 Claude Code, Codex, OpenCode 2 3,019 tok
wwwwujl/yuque-mcp Production-grade Yuque MCP server with safe read/write tools 0 Codex, OpenCode 1 311 tok