3,719 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960
All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Nikel-san/AtlMCPforDC | 0 | Codex, GitHub Copilot, OpenCode | 2 | 2,276 tok |
| nathaniel-gordon/memcurve Temporal memory for AI assistants using the Ebbinghaus forgetting curve with MCP server in | 0 | GitHub Copilot | 5 | 19,900 tok |
| H1er0/Azure-Files-MCP | 0 | GitHub Copilot | 1 | 87 tok |
| sberlo9/connectwise-manage-mcp-1 | 0 | GitHub Copilot | 1 | 857 tok |
| sberlo9/connectwise-manage-mcp | 0 | GitHub Copilot | 1 | 857 tok |
| Gyanprakash136/NextsageAI nextsageai.vercel.app Enterprise-grade, human-reviewed network troubleshooting assistant for Cisco labs powered | 0 | GitHub Copilot | 1 | 116 tok |
| sugunagottipati/GoogMcpServer | 0 | GitHub Copilot | 1 | 78 tok |
| CoReason-AI/coreason-mcp-registry A community driven registry service for Model Context Protocol (MCP) servers. | 0 | Claude Code, GitHub Copilot | 2 | 277 tok |
| shabiokscode/appraisal-tracker-mcp | 0 | GitHub Copilot | 1 | 524 tok |
| GFB2026/mcp-oauth-connect check.gfbytes.com Diagnose MCP OAuth so Claude / Cursor / Grok Connectors actually connect — free checker | 0 | GitHub Copilot | 1 | 297 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 |
| 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 |
| 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 |
| 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 |
| mako10k/mcp-integrated-search-server Integrated Search MCP Server - Google Custom Search + Redmine API integration for AI assis | 0 | GitHub Copilot | 1 | 5,222 tok |
| huberp/mcp-oauth-mcpserver-blueprint A blueprint for a OAuth-enabled MCP server. | 0 | GitHub Copilot | 1 | 3,240 tok |
| ASISaga/linkedin.asisaga.com Through this LinkedIn MCP server, AI assistants like Claude can connect to LinkedIn using | 0 | Claude Code, GitHub Copilot | 18 | 6,726 tok |
| RorroRojas3/awesome-claude-copilot Agents, skills, instructions, and Mcps repository for both Claude Code and GitHub Copilot | 0 | Claude Code, GitHub Copilot | 34 | 9,741 tok |
| JimmyPaolini/codebase Jimmy's codebase | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 19,878 tok |
| Snovak99/personal-mcp | 0 | GitHub Copilot | 1 | 227 tok |
| bobby169/mcp-server-weather mcp-server-weather | 0 | GitHub Copilot | 1 | 100 tok |
| fovi-llc/radicle-mcp MCP Server for radicle.xyz decentralized git-based PR and issues | 0 | GitHub Copilot | 1 | 375 tok |
| nieperdragon/custom_mcp MCP Server with custom tools using the the playwright mcp | 0 | GitHub Copilot | 1 | 261 tok |
| jimthompson5802/mcp_testlab Sandbox to test Model Context Protocol (MCP) servers and client | 0 | GitHub Copilot | 1 | 785 tok |
| peadams21/Google-Calendar-MCP-Server A Model Context Protocol (MCP) server that provides comprehensive Google Calendar integrat | 0 | GitHub Copilot | 1 | 373 tok |
| Jake-loranger/algorand-mcp-server | 0 | GitHub Copilot | 1 | 638 tok |
| fean-developer/mcp-databases | 0 | GitHub Copilot | 1 | 465 tok |
| akshat12000/FileSystem-MCPServer My First MCP server, this for learning about MCP server | 0 | GitHub Copilot | 1 | 235 tok |
| PSYGER02/mcpserver | 0 | GitHub Copilot | 1 | 331 tok |
| jbuchan/accessibility-mcp-server | 0 | GitHub Copilot | 1 | 585 tok |
| jerkovicl/flights-mcp | 0 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 3,787 tok |
| PranavMishra28/gmail-mcp | 0 | GitHub Copilot | 1 | 511 tok |
| moonlitknight/mcp1template a clone of the mcp typescript template | 0 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 3,787 tok |
| andresfrei/mcp-google-drive-server | 0 | GitHub Copilot | 1 | — |
| magemaclean/azure-devops-mcp The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agent | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,098 tok |
| vijitdaroch/Financial-Modeling-Prep-MCP-Server A Model Context Protocol (MCP) implementation for Financial Modeling Prep, enabling AI ass | 0 | GitHub Copilot | 1 | 1,431 tok |
| cfocoder/Financial-Modeling-Prep-MCP-Server A Model Context Protocol (MCP) implementation for Financial Modeling Prep, enabling AI ass | 0 | GitHub Copilot | 1 | 1,431 tok |
| vic3custodio/mcp_test_2 | 0 | GitHub Copilot | 1 | 764 tok |
| BrayanTM/mcp-basico MCP Server con Python | 0 | GitHub Copilot | 1 | 752 tok |
| LinhDangOpti/mcpserver An MCP server that connects to Azure DevOps to fetch and process work items easily. | 0 | GitHub Copilot | 1 | 342 tok |
| VIGNESH-2232005/mcp | 0 | GitHub Copilot | 1 | 88 tok |
| sam2332/mcp-server-generate-placeholder | 0 | GitHub Copilot | 1 | 351 tok |
| astra-bright/mcp_xpp Experimental MCP server for Dynamics 365 F&O X++ development. Provides object creation, mo | 0 | GitHub Copilot | 1 | 119 tok |
| siddjoshi/kube-MCP | 0 | GitHub Copilot | 1 | 1,471 tok |
| Mars23003/OnCallRunbookMCPServer | 0 | GitHub Copilot | 1 | 194 tok |
| wbind-core/termpipe-mcp Intelligent system automation for AI assistants. Production-ready MCP server providing ter | 0 | GitHub Copilot, Kiro | 9 | 9,532 tok |
| AriaScarlet132/sandbox_mcp | 0 | GitHub Copilot | 1 | 122 tok |
| stalcup-dev/tl-dps-mcp tl-dps-mcp: Offline, contract-first DPS analyzer for Throne & Liberty. Parses combat log t | 0 | GitHub Copilot | 1 | 973 tok |