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
Immersive-commons/ic-skills immersivecommons.com Agent skills, SDKs, and integration docs for Immersive Commons (immersivecommons.com) - Fl 0 Claude Code, Codex, Cursor, OpenCode 3 2,764 tok
elvismusli/onlyharness onlyharness.com Friendly hub for forkable AI-agent harnesses 0 Claude Code, Codex, OpenCode 2 6,156 tok
Political-Comms/political-comms-sdk 0 Claude Code, Codex, OpenCode 2 329 tok
RobbieRazor/robbies-razor-benchmarks robbiegeorgephotography.com Public reference implementation and benchmark suite for evaluating Robbie’s Razor™ complia 0 Codex, OpenCode 1 18,582 tok
thechrisgrey/thechrisgrey Personal Website 0 Claude Code, Codex, Gemini CLI, Kiro, OpenCode 4 16,216 tok
manhatton31-svg/dualregistry dualregistry.vercel.app Dual Registry — MCP + agent registry (Agents1) 0 Codex, OpenCode 1 7,121 tok
forgesworn/402-mcp 402.pub 402 client MCP - AI agents discover, pay for, and consume L402 + x402 APIs 0 Claude Code, Codex, Gemini CLI, OpenCode 3 2,287 tok
typeship-ax/typescript typeship.dev TypeScript SDK, CLI, and MCP server for the typeship API. Generated by typeship from its o 0 Codex, OpenCode 1 728 tok
pareelamre/analyzing-llm-rationale Analyzing rationale of LLMs generated to answer forecasting questions from Metaculus 0 Claude Code, Codex, OpenCode 13 9,144 tok
apitube/news-api-mcp docs.apitube.io Hosted MCP server for the APITube News API — real-time news search across 300,000+ sources 0 Codex, OpenCode 1 879 tok
3esign/psychosynth psychosynth.vercel.app 0 Claude Code, Codex, OpenCode 2 345 tok
Advocate-Cloud-Solutions/filevine-mcp MCP server for Filevine matter management — by Advocate Cloud Solutions. Multi-tenant, hos 0 Codex, OpenCode 1 1,908 tok
Bristlecone2026/bristlecone-logic bristleconelogic.com Stateless HTTP 402 micropayment gateway and pre-socket runtime defense engine for autonomo 0 Codex, OpenCode 1 271 tok
GhostlyGawd/engineering-board ghostlygawd.github.io Claude Code plugin: autonomous engineering board management — routes findings, validates e 0 Claude Code, Codex, OpenCode 2 555 tok
LE-VAI/designesy-org designesy.org Scores any URL against a deterministic design contract (A-F grade), validates DTCG tokens, 0 Codex, OpenCode 1 1,064 tok
OptimNow/ai-pricing-hub-mcp MCP server version of AI Pricing Hub. Compare LLM pricing and cloud compute instance prici 0 Claude Code, Codex, OpenCode 3 3,654 tok
TIMPSs/timps npmjs.com The AI memory layer with 17 intelligence tools — catches contradictions, predicts burnout, 0 Claude Code, Codex, OpenCode 2 24,995 tok
Un3x/ai-success-story ai-success-story-20f19ed7769b.herokuapp.com First-person AI war-stories from real coding sessions, queryable by other AI agents via MC 0 Claude Code, Codex, OpenCode 2 3,315 tok
UnbearableDev/docker-compose-audit apify.com MCP server that audits docker-compose.yml for security misconfigurations. 25 checks across 0 Claude Code, Codex, OpenCode 2 6,202 tok
UnbearableDev/dockerfile-audit apify.com Hadolint-grade Dockerfile audit as an MCP server. 18 checks across 5 categories with line 0 Claude Code, Codex, OpenCode 2 6,202 tok
UnbearableDev/github-actions-audit apify.com MCP server auditing .github/workflows/*.yml for supply-chain risks: script injection, leak 0 Claude Code, Codex, OpenCode 2 6,202 tok
UnbearableDev/hu-postcode-validator apify.com MCP server validating Hungarian postal codes and addresses. Powered by official Magyar Pos 0 Claude Code, Codex, OpenCode 2 6,202 tok
UnbearableDev/k8s-manifest-audit apify.com MCP server: static security audit of Kubernetes manifests via kube-linter. 63 checks acros 0 Claude Code, Codex, OpenCode 2 6,202 tok
YourLifewithAI/Lifewithai For the website and the knowledge node. 0 Codex, OpenCode 1 433 tok
alyiox/mcp-atlassian-attachments MCP server for downloading, uploading, and deleting Jira Cloud attachments by ID 0 Claude Code, Codex, OpenCode 2 1,077 tok
benseverndev-oss/goldenpipe [Archived] Now part of the Golden Suite monorepo: github.com/benseverndev-oss/goldenmatch 0 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,031 tok
boyakh-jpg/platunumball platunumball.vercel.app 0 Codex, OpenCode 2 1,302 tok
chaoz23/charactercheck Deterministic D&D Beyond character-sheet derivation with provenance — every stat computed 0 Codex, OpenCode 1 1,198 tok
coastmancoastman/diem-agent-workers diem-agent-workers.vercel.app Machine-discoverable x402 micro-workers powered by Venice AI, paid in USDC, with A2A and M 0 Codex, OpenCode 1 390 tok
combor/baryon-mcp A local, permission-limited bridge between Proton Mail and the AI you choose. 0 Claude Code, Codex, OpenCode 2 589 tok
compute-finance/mcp 0 Codex, OpenCode 1 121 tok
craigjmidwinter/katra craigjmidwinter.github.io A committed dev log you write as you build — and the memory that makes spec-driven agentic 0 Claude Code, Codex, OpenCode 11 1,580 tok
daedalus/mcp-gdbserver MCP server for remote debugging with gdbserver - provides full debugging capabilities incl 0 Codex, OpenCode 1 313 tok
damoqiongqiu/mcp-local-translate 0 Codex, OpenCode 1 1,710 tok
davidmosiah/wellness-air npmjs.com Local-first air quality MCP for AI agents — AirGradient, AirThings, PurpleAir, IQAir, Awai 0 Codex, OpenCode 1 577 tok
davidmosiah/agent-seo-engine Agent-first local SEO scoring, search-intent and opportunity engine with CLI and optional 0 Codex, OpenCode 1 152 tok
davidmosiah/delx-mcp-server delx.ai Free MCP stdio bridge for agent continuity: resume after compaction, hand off between runt 0 Codex, OpenCode 1 293 tok
dir-ai/voyager VOYAGER - Company Edition AI workspace (powered by PSX System, Milano) 0 Claude Code, Codex, OpenCode 7 1,706 tok
eason4kim-rocket/annolux annolux.com Curated English/Chinese Search API & MCP for AI Agents (Claude Code, Cursor, Windsurf) wit 0 Codex, OpenCode 1 537 tok
evanfollis/skillfoundry-products skillfoundry.synaplex.ai Implementation repo for Skillfoundry probes, internal mechanisms, and external MCP product 0 Claude Code, Codex, OpenCode 2 190 tok
fantasyce/agent-recall-trail fantasyce.github.io Private Agent memory and human-reviewed shared knowledge for Codex and DSH. 0 Claude Code, Codex, OpenCode 2 202 tok
gabrielmahia/remit-mcp pypi.org MCP server for Kenya remittance — corridor rates, KYC, recipient options, diaspora investm 0 Codex, GitHub Copilot, OpenCode 2 1,117 tok
gabrielmahia/kra-mcp pypi.org MCP server for Kenya Revenue Authority — PAYE calculator, VAT guide, PIN registration, tax 0 Codex, GitHub Copilot, OpenCode 2 1,179 tok
gabrielmahia/fomu-mcp pypi.org Kenya civic form agent MCP — checklists, draft letters, requirements check, eCitizen guide 0 Codex, GitHub Copilot, OpenCode 2 1,140 tok
groupdocs-annotation/GroupDocs.Annotation.Mcp GroupDocs.Annotation for .NET MCP server — add, list, and remove annotations on PDF, Word, 0 Codex, OpenCode 1 1,919 tok
groupdocs-watermark/GroupDocs.Watermark.Mcp GroupDocs.Watermark for .NET MCP server — add and search text and image watermarks in PDF, 0 Codex, OpenCode 1 1,758 tok
gabrielmahia/bima-mcp pypi.org MCP server for Kenya insurance — NHIF coverage, parametric crop risk, microinsurance compa 0 Codex, GitHub Copilot, OpenCode 2 1,141 tok
hifarrer/ccwai-api 0 Codex, OpenCode 1 3,500 tok
hifarrer/ffmpegapi-agent-docs 0 Codex, OpenCode 1 1,025 tok
icohangar-ops/governed-mcp-gateway governed-mcp-gateway.vercel.app Governed MCP Gateway — principal on every tool call and SSE frame, vaulted credential rota 0 Codex, OpenCode 1 91 tok