31,993 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742
All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| janakir2006/Factory-mcp-Hackathon | 0 | Claude Code, Codex | 5 | — |
| hashirR786/incident-commander-mcp | 0 | Claude Code, Codex | 5 | — |
| AutumnsGrove/SchematronMCP MCP server for HTML to JSON | 0 | Claude Code | 1 | 1,638 tok |
| EliaCinti/wadachi Persistent memory + semantic search MCP server for Claude Code & Desktop | 0 | Claude Code | 1 | 346 tok |
| nitineeen/beerman dashboard-six-pink-41.vercel.app It's a memory layer for AI coding agents, it captures your planning conversations, screens | 0 | Claude Code, Codex, Cursor | 10 | 581 tok |
| edefice/job-search-mcp MCP server for searching tech job boards and tracking job applications. | 0 | Claude Code | 1 | 831 tok |
| dhaanish597/Security-Hardened-MCP-Server | 0 | Claude Code | 1 | 3,930 tok |
| McCavity/homelab-asset-db-mcp Query a Markdown-based homelab asset database via Model Context Protocol — companion to io | 0 | Claude Code | 1 | 638 tok |
| knandhini2208/EduAccess-AI EduAccess AI is an intelligent learning platform that bridges the language gap in educatio | 0 | Claude Code, Codex | 5 | — |
| ay-garg/openshift-mcp-server MCP server for OpenShift 4 — 216 tools for cluster operations, workloads, monitoring, RBAC | 0 | Claude Code | 1 | — |
| flyset/MyMCP Local-first MCP host for narrowly scoped integrations, with bundled Mnemosyne memory. | 0 | Claude Code, Codex, OpenCode | 2 | 1,855 tok |
| Saimadhav27/mcp-execution-ledger | 0 | Claude Code, Codex | 5 | — |
| adwaithsanthoshh/hello-mcp | 0 | Claude Code, Codex | 5 | — |
| LaukikPatade/Elevate A verified, self-healing MCP server for the legacy and internal web apps you already own. | 0 | Claude Code | 1 | 715 tok |
| CodeSmiths2026/AtlasOSv1 An interactive MCP Orchestration Control Plane that dynamically translates natural languag | 0 | Claude Code, Codex | 5 | — |
| AshutoshVatsg/proofyield-mcp | 0 | Claude Code, Codex | 5 | — |
| chadlis/anki-mcp | 0 | Claude Code | 1 | 1,542 tok |
| tinygone/unlimited-ocr-mcp-server Created the corresponding MCP server for convenient use of unlimited-ocr | 0 | Claude Code, Codex, OpenCode | 3 | 1,935 tok |
| TensorGymnastic/lean Lean Six Sigma PDF corpus MCP server (local snapshot of quanti/lean at HEAD 75cc41d) | 0 | Claude Code, Codex, OpenCode | 13 | 4,699 tok |
| LesterAJohn/slack-mcp | 0 | Claude Code | 1 | — |
| adithyx-0/codeweaver AI-powered MCP server that extracts ICD-10-CM diagnosis codes from clinical notes, validat | 0 | Claude Code, Codex | 6 | 1,128 tok |
| openmaxai/claude-openmax Claude Code (Category B) runtime adapter for OpenMax/CWS — Bridge process + experimental c | 0 | Claude Code | 1 | 2,691 tok |
| alchemist-code07/researchflow-mcp | 0 | Claude Code, Codex | 5 | — |
| alejoacelas/gdoc-mcp Typed MCP tools backed by the gdoc CLI | 0 | Claude Code, Codex, OpenCode | 2 | 469 tok |
| Harikrishnanspillai/nexusops NexusOps is an AI-powered autonomous incident triage platform that uses MCP to diagnose pr | 0 | Claude Code, Codex | 5 | — |
| sreyak-s/CineOS An MCP-Powered AI Production Manager for Filmmakers. | 0 | Claude Code, Codex | 5 | — |
| kcole16/company-state-mcp Control plane for an agent-operated company: MCP server with seat-scoped auth, determinist | 0 | Claude Code | 2 | — |
| kalcifield/ovf-data-mcp kalcifield.github.io Unofficial OVF API client, CLI, and MCP server for public Hungarian water-management data. | 0 | Claude Code, Codex, OpenCode | 2 | 617 tok |
| Nitrostack-HAK/Fraud-Alert-MCP-HAK fraud-alert-mcp-ha-hak-team-amrita-university-amritapuri-campus.app.nitrocloud.ai A fraud alert mcp server which analyzes user transactions by assigning unique transaction | 0 | Claude Code, Codex | 5 | — |
| srihannarendula/ComplianceFabricMcp AI-powered RBI KYC Compliance Assistant built with NitroStack MCP | 0 | Claude Code, Codex | 5 | — |
| balonik/plavecka-akademia-mcp | 0 | Claude Code | 1 | 1,951 tok |
| dingyifei/pubmed_proxy_mcp | 0 | Claude Code | 1 | 574 tok |
| nubbthedestroyer/aws-calc-assistant MCP server for building shareable AWS Pricing Calculator estimates | 0 | Claude Code | 3 | 293 tok |
| sandeepgandhi500/dice-mcp-server Demo MCP server to flip coin or roll a dice | 0 | Claude Code | 1 | 710 tok |
| VRDhwaraganath/LogGuardian-AI LogGuardian AI is an AI-powered enterprise log analysis platform built with NitroStack MCP | 0 | Claude Code, Codex | 5 | — |
| hrideshmg/pulse Nitrostack hackathon project, MCP for the human body | 0 | Claude Code, Codex | 1 | — |
| bbarrosdavi/mechabrain Drop-in agentic memory for Markdown vaults (CoALA-based). Hybrid retrieval, write gate, MC | 0 | Claude Code | 1 | 1,314 tok |
| bintangtimurlangit/threads-mcp npmjs.com MCP server for Meta's Threads via a logged-in browser session — read, post, reply, like, r | 0 | Claude Code | 4 | 172 tok |
| rockitdev/macro-engine Conversational macro tracker: a local USDA food database exposed as an MCP server, so you | 0 | Claude Code | 1 | 246 tok |
| jo-nike/homelab_mcp My personal homelab MCP. The code was written by an LLM using GSD spec-driven development | 0 | Claude Code | 1 | 2,921 tok |
| sarahsl-prog/mcp-hayabusa | 0 | Claude Code | 4 | 950 tok |
| colenew1/Instantly-Mcp | 0 | Claude Code | 1 | 472 tok |
| rhll07/wealvest-ai MCP-Powered Wealth Intelligence Platform | 0 | Claude Code, Codex | 5 | — |
| Ragasri05/crisisnet-mcp | 0 | Claude Code, Codex | 5 | — |
| Asyncbot31/mcp | 0 | Claude Code, Codex | 5 | — |
| AnanthanarayanKV/SentinalMCP | 0 | Claude Code, Codex | 5 | — |
| rendyuwu/arknights-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 2,086 tok |
| agroznykh/telegram-mcp-ag An MCP server for reading Telegram with voice message transcription (a wrapper around chig | 0 | Claude Code | 2 | 1,317 tok |
| gautham-sai05/omni-mcp | 0 | Claude Code, Codex | 5 | — |
| nekhss/viyan-mcp | 0 | Claude Code, Codex | 5 | — |