How real projects configure their agents

23,819 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
neprel/git-a2a git-a2a.com A git repository that can be imported together with the agents that own it. 0 Claude Code, Codex, OpenCode 2 189 tok
nulljosh/sidewise sidewise.jaybulb.com Reads 16 feeds across the political spectrum and flags stories only one side is covering. 0 Claude Code, Codex, OpenCode 2 1,122 tok
panth-net/sancho-fetch 0 Claude Code, Codex, OpenCode 4 4,251 tok
pascalallen/pgmcp Read-only Postgres ops/DBA MCP server in Go (official go-sdk): top queries, EXPLAIN analys 0 Claude Code, Codex, OpenCode 2 2,384 tok
pduggusa/dredd-mcp analytics.dugganusa.com Dredd: pre-flight verdict on MCP servers and their dependency trees. Blocks known-compromi 0 Claude Code, Codex, OpenCode 2 1,113 tok
pelazas/carrydesk carry.pelazas.com Cross-sectional funding-carry rankings for Hyperliquid perps — published hourly, sold per 0 Codex, OpenCode 1 2,885 tok
pelletnetwork/pellet pellet.network Wallets and identities for agents 0 Claude Code, Codex, OpenCode 3 79 tok
peterod99/nynch-mcp-server nynch.com MCP server for Nynch. 42 tools for CRM, relationship intelligence, and multi-agent orchest 0 Claude Code, Codex, OpenCode 2 2,001 tok
philly88r/localtry-mcp localtry.com Tenant-isolated MCP server for operating and customizing LocalTry CRM from ChatGPT and oth 0 Codex, OpenCode 1 293 tok
pooriaarab/aigentify Make any product agent-native: audit a repo or site for AGENTS.md, MCP/server.json, Offer 0 Codex, OpenCode 1 818 tok
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/vibeshare getvibe.dev Share a live agent coding session by URL, for developers who pair in a browser. 0 Codex, OpenCode 1 593 tok
qso-graph/hamqth-mcp qso-graph.io MCP server for HamQTH.com: callsign lookup, DXCC, DX cluster spots and RBN data. 0 Claude Code, Codex, OpenCode 2 592 tok
qso-graph/iota-mcp qso-graph.io MCP server for Islands on the Air: group lookup, island search, nearby groups and statisti 0 Claude Code, Codex, OpenCode 2 586 tok
qso-graph/wspr-mcp qso-graph.io MCP server for WSPR: band activity, paths, top beacons and spotters, and SNR trends. 0 Claude Code, Codex, OpenCode 2 586 tok
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
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, Codex, OpenCode 3 1,942 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