22,302 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 agents7,670Claude Code6,650Data and AI3,673Backend and APIs3,507Languages3,392Planning3,227Git and workflow3,211Code review2,744Testing2,385Memory and context2,367Writing and docs2,330DevOps and cloud2,314Research2,288Frontend2,261Security2,032Productivity1,722
All Claude Code31,994 Codex23,359 OpenCode22,302 GitHub Copilot3,560 Gemini CLI1,917 Cursor1,740 Windsurf142 Kiro82
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 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 | 647 tok |
| pareelamre/analyzing-llm-rationale Analyzing rationale of LLMs generated to answer forecasting questions from Metaculus | 0 | Claude Code, Codex, OpenCode | 13 | 1,934 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 Deterministic guardrails and M2M security rails for autonomous AI agents: pre-socket SSRF | 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 40-check design contract verification engine — score any URL, gate your CI, enforce DTCG 2 | 0 | Codex, OpenCode | 1 | 249 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 | 2 | 7,369 tok |
| TIMPSs/timps npmjs.com The AI memory layer with 17 intelligence tools — catches contradictions, predicts burnout, | 0 | Claude Code, Codex, OpenCode | 2 | 24,407 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 | 0 | Claude Code, Codex, OpenCode | 2 | 883 tok |
| assafbar2/agentswitchboard.dev agentswitchboard.dev Where humans and agents find each other, signal what they need, and show what they can do. | 0 | Claude Code, Codex, OpenCode | 2 | 79 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 |
| 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 |
| dominion525/familiar dominion525.com Control your real macOS Chrome via AppleScript — no DevTools Protocol, no Playwright. | 0 | Claude Code, Codex, OpenCode | 2 | 956 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 |
| groupdocs-annotation/GroupDocs.Annotation.Mcp GroupDocs.Annotation for .NET MCP server — add, list, and remove annotations on PDF, Word, | 0 | Codex, OpenCode | 1 | 1,951 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 |
| heisencodex-jpg/github-repo-intel-mcp Hosted MCP server: GitHub repository intelligence for AI coding agents. Streamable HTTP, d | 0 | Claude Code, Codex, OpenCode | 2 | 6,216 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 |
| launch-it-labs/log-reducer VS Code extension that reduces log files for AI consumption | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 613 tok |
| islobodan/cotforce-mcp Give brains to your small models. MCP server that enforces step-by-step Chain-of-Thought — | 0 | Codex, OpenCode | 1 | 3,980 tok |
| jyswee/authshore authshore.ai Auth infrastructure for coding agents: user pools, secrets vault, token management, as eas | 0 | Codex, OpenCode | 1 | 561 tok |
| mayim-mayim/ln-church-agent SDK and runtime for autonomous agents to inspect and pay HTTP 402 services, discover and c | 0 | Codex, OpenCode | 1 | 580 tok |
| miketwalker/tubepull-mcp tubepull.com Public docs + brand assets for the TubePull MCP server (https://tubepull.com/mcp). Downloa | 0 | Codex, OpenCode | 1 | 2,857 tok |
| mitchellOpZero/agentwork-api agentwork-api.mitchellmosesai.chatgpt.site Free outcome routing for agents: one evidence-backed completion route or an honest no-rout | 0 | Codex, OpenCode | 1 | 628 tok |
| model-mischief-managed/agent-observatory A 7-day census of autonomous AI agents on the open web — reverse-CAPTCHA verification, liv | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| nexus-mcp-infra/npm-package-ws-has-241560546-weekly-downloads-but-sdk npm package 'ws' has 241560546 weekly downloads but only 0 MCP servers (0 total uses) — ga | 0 | Codex, OpenCode | 1 | 6,172 tok |
| partymola/withings-mcp modelcontextprotocol.io MCP server for the Withings Health API with OAuth, local cache, and trend analysis | 0 | Claude Code, Codex, OpenCode | 2 | 3,470 tok |
| tealight-uk/u301-mcp u301.com Effortlessly create clean, elegant links in bulk — powered by AI. | 0 | Codex, OpenCode | 1 | 123 tok |