43,872 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 agents7,796Claude Code6,678Data and AI3,657Backend and APIs3,502Languages3,394Git and workflow3,252Planning3,236Code review2,768Testing2,425Memory and context2,361Writing and docs2,344DevOps and cloud2,337Research2,286Frontend2,272Security2,058Project management1,756
All Claude Code32,008 Codex23,577 OpenCode22,522 GitHub Copilot3,569 Gemini CLI1,916 Cursor1,739 Windsurf152 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 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 |
| Havix0101/arkon-vault-connector vault.arkoncybersecurity.com Public MCP connector metadata for Arkon Vault AI work continuity | 0 | Gemini CLI | 1 | 198 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 |
| Ravicha2/lit-review-council multi-agent peer review that turns information overload into grounded, bias-resistant gui | 0 | Gemini CLI | 1 | 39 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 |
| TweedBeetle/dependency-fitness-mcp npm dependency-fitness verifier MCP — cross-validated deprecated/yanked/superseded + safe | 0 | Claude Code | 2 | 862 tok |
| US1929/switchai switchai.it AI agent for Italian energy tariff comparison. Analyzes utility bills, compares 44+ offe | 0 | Claude Code | 1 | 1,779 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 |
| adelaidasofia/rescuetime-mcp diazroa.com RescueTime MCP server for Claude Code. Pull productivity data (daily summary, top apps, ca | 0 | Claude Code | 1 | 442 tok |
| agentlux/agentlux-docs Public docs, trust artifacts, and reference materials for AgentLux | 0 | Claude Code | 1 | 30 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 |
| aryanduntley/pwa-debug-layer AI-native debugging layer for PWAs: an AI agent (Claude Code via MCP) inspects live servic | 0 | Claude Code | 1 | 1,082 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 |
| himanshusaini-afk/buggy Proof-carrying debugger that mathematically proves bugs exist, generates verified repairs, | 0 | Kiro | 8 | 4,217 tok |
| chaoz23/charactercheck Deterministic D&D Beyond character-sheet derivation with provenance — every stat computed | 0 | Codex, OpenCode | 1 | 1,198 tok |
| chrischall/signupgenius-mcp | 0 | Claude Code | 1 | 8,212 tok |
| chrischall/tock-mcp Tock (exploretock.com) MCP: discover restaurants, search a metro, get venue details and av | 0 | Claude Code | 1 | 2,799 tok |
| ciinkwia/lithium-vault-mcp MCP server for primary-source lithium/battery-metals mining data — paid per call via x402 | 0 | Claude Code | 1 | 1,997 tok |
| codeChap/mcp-server-grok-image MCP server for Grok image generation and editing | 0 | Claude Code | 1 | 807 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 |
| cogswellspacely8-star/simengine Monte Carlo simulation & decision intelligence engine (Python stdlib only) | 0 | Claude Code | 1 | 2,254 tok |
| colm18-gif/theaijournal | 0 | Claude Code | 1 | — |
| 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 |
| domondi1/inferrail Self-hosted, OpenAI-compatible LLM gateway that turns every request into a payload-free, a | 0 | Claude Code | 1 | 974 tok |
| dontsovcmc/mcp-server-cdek MCP server for the CDEK legal entity account. | 0 | Claude Code | 1 | 1,620 tok |
| dontsovcmc/mcp-server-tochka-bank MCP server for the Tochka bank, enabling work in the entrepreneur's personal account with | 0 | Claude Code | 1 | 1,637 tok |
| dontuh3/latent-lounge-mcp | 0 | Claude Code | 1 | 551 tok |
| douglaslinsmeyer/pension-pro-mcp MCP server for the PensionPro API | 0 | Claude Code | 1 | 797 tok |
| findmephoto/findme-mcp mcp server for API control | 0 | Claude Code | 1 | 453 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 |
| g-digital-by-Garrigues/EAD_Enterprise_Suite_MCP EAD Enterprise Suite MCP — Digital Trust services APIs for your agents. Bridges any MCP-co | 0 | Claude Code | 7 | — |
| gregcastro23/alchm-agents-app | 0 | Claude Code, Gemini CLI | 2 | 6,366 tok |