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 |
|---|---|---|---|---|
| Orolol/factcheck_mcp | 0 | Claude Code | 10 | 303 tok |
| jrhoades1/servicetitan-mcp-server MCP server that connects Claude Desktop to ServiceTitan — query technician jobs and busine | 0 | Claude Code | 4 | 834 tok |
| OriShmila/youtube-mcp-server | 0 | Cursor | 1 | 1,889 tok |
| cubetribe/YouTube_MCP_over_API | 0 | Claude Code | 1 | 1,075 tok |
| scarter4work/workflow-compliance-enforcer MCP server enforcing client-mandated development workflows with audit trails, state persis | 0 | Claude Code | 1 | — |
| andrewcraigmorgan/zoho-projects-mcp | 0 | Claude Code | 1 | 1,494 tok |
| adaniki-dev/contract-mcp | 0 | Claude Code | 1 | 786 tok |
| Sheikh-Muhammad-Mujtaba/ERP_Next-MCP | 0 | Claude Code | 1 | — |
| nightwhite/sight-mcp npmjs.com MCP server for AI-powered image and video analysis - supports OpenAI, Claude, and multimod | 0 | Claude Code, Codex, OpenCode | 6 | 841 tok |
| shashankrai1983/fb-ads-automation Meta/Facebook Ads MCP server for Claude Code — 77 tools, 7 agents, analytics, AI creative | 0 | Claude Code | 9 | 1,141 tok |
| sebastiancastillorock/mcpserverecommerce | 0 | Claude Code | 1 | 575 tok |
| dachnikrus/godot-docs-mcp | 0 | Codex, OpenCode | 1 | 1,813 tok |
| japan4415/fab-card-db-mcp | 0 | Codex, OpenCode | 1 | 1,735 tok |
| takeshijuan/ideogram-mcp-server | 0 | Claude Code | 1 | 1,397 tok |
| junqing258/linkedin-mcp | 0 | Codex, OpenCode | 1 | 626 tok |
| honu-ai/honu_context_powered_todo_mcp MCP Server to manage Business Context and use it to populate Trello boards for Sprint Plan | 0 | Claude Code, Codex | 3 | — |
| gschaer/zendesk-hc-mcp MCP server for querying public Zendesk Help Center APIs. Browse categories, sections, and | 0 | Claude Code | 1 | 579 tok |
| PiMPStudios/claude-tmux-bridge MCP server that bridges Claude Desktop to a persistent Claude Code session via tmux | 0 | Claude Code, Codex, OpenCode | 2 | 2,008 tok |
| qbit-glitch/ccr CCR — Continuous Context Retention: MCP server for persistent memory, self-evolving playbo | 0 | Claude Code, Codex, OpenCode | 2 | 3,318 tok |
| mybuddymichael/anki-mcp An MCP server for Anki. | 0 | Claude Code | 1 | 3 tok |
| abicyclerider/semarcy-mcp | 0 | Claude Code | 1 | 754 tok |
| TheAlmightyMight/pixso-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 2,429 tok |
| tuongbeo/mcp-atlassian-dc Fork of sooperset/mcp-atlassian with Jira Data Center OAuth 2.0 (3LO) wizard | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,240 tok |
| chesterkuo/boxverseai-mcp-server | 0 | Claude Code | 1 | 4,239 tok |
| DTG404/infra-mcp MCP server for Docker monitoring and system monitoring — gives Claude visibility into mach | 0 | Claude Code | 1 | 50 tok |
| VinylStage/saju-mcp-dashboards | 0 | Claude Code, Codex, OpenCode | 2 | 1,797 tok |
| pnientiedt/project-memory-mcp Persistent AI knowledge base for Claude via Model Context Protocol — fully offline, no clo | 0 | Claude Code, Codex, OpenCode | 50 | 1,529 tok |
| Rethunk-AI/mcp-multi-root-git MCP git tools for multi-root workspaces — status, diff, batch commit, worktrees, merge, pu | 0 | Claude Code, Codex, OpenCode | 2 | 3,826 tok |
| karudo/mcp-component-finder | 0 | Claude Code | 1 | 436 tok |
| prreobby/jw-org-mcp-pof7 | 0 | Claude Code | 1 | 1,125 tok |
| bryanlabs/mcp-ebook-server MCP server providing AI access to ebook libraries | 0 | Codex, OpenCode | 1 | 924 tok |
| Raheem-19/serena-optimized Optimized Serena MCP Server with enhanced performance, agent pooling, multi-level caching, | 0 | Claude Code | 1 | 1,084 tok |
| fshaan/nccn-monitor NCCN Guidelines update monitor — MCP Server for OpenClaw. Tracks version changes across 92 | 0 | Claude Code | 1 | 377 tok |
| reactiongears/tts-audio-mcp MCP server for TTS audio analysis — transcription, quality scoring, pacing, and mispronunc | 0 | Claude Code | 1 | 784 tok |
| maheshmishra271090-design/android-dev-mcp Unified MCP server for Android mobile development — Claude Code AI workflow | 0 | Claude Code | 2 | 475 tok |
| marc-hanheide/pdf-redaction-mcp | 0 | GitHub Copilot | 1 | 1,540 tok |
| pogorelov-labs/flipper-ble-mcp Drive a Flipper Zero wirelessly over Bluetooth LE from Claude — an MCP server + self-evolv | 0 | Claude Code | 3 | 1,372 tok |
| expandingideas-ai/mcp-wet | 0 | Claude Code, Codex, OpenCode | 2 | 6,320 tok |
| SahilSheikh12299/codegraph-mcp | 0 | Cursor | 1 | 994 tok |
| BinayPrad/custom-mcp-adobe | 0 | Claude Code | 1 | 577 tok |
| Matthew123003/ServiceNow_MCP_Server MCP Server for ServiceNow | 0 | Cursor | 1 | 660 tok |
| markobullrush/motion-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| abchahal/qa-ai-agents AI-powered QA pipeline with 4 agents — scenario generation, test architecture, Playwright | 0 | Claude Code | 1 | 98 tok |
| acaca675/tradingview-mcp-analysis | 0 | Claude Code | 1 | 1,873 tok |
| JareCoder/LounasMCP MCP to check Lunches nearby using www.lounaat.info | 0 | Codex, OpenCode | 1 | 635 tok |
| shutovdef-dotcom/google-search-console-mcp Google Search Console MCP server | 0 | Claude Code | 1 | 725 tok |
| raeseoklee/artifacty npmjs.com Local agent-to-agent artifact exchange for LLM workflows via HTTP, CLI, and MCP. | 0 | Claude Code, Codex, OpenCode | 2 | 1,596 tok |
| luke-nielsen/walmart-mcp TypeScript Walmart API client and MCP server — wraps the Walmart Marketplace (seller) and | 0 | Claude Code | 2 | 1,063 tok |
| Seetharam1999/jenkins-slack-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 2,838 tok |
| alexxcpr/ONE-MCP MCP SERVER FOR ONE SOFTWARE | 0 | Codex, OpenCode | 1 | 4,950 tok |