22,198 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721
All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| jacwalste/vendorops-mcp | 1 | Codex, OpenCode | 1 | 214 tok |
| ilyajob05/emo_bot | 1 | Claude Code, Codex, OpenCode | 2 | 3,139 tok |
| TheNovaNodes/google-jules-mcp Integration module for Google Jules cloud workers via Model Context Protocol. | 1 | Codex, OpenCode | 1 | 1,289 tok |
| bu5hm4nn/zoho-bookkeeper-mcp A Model Context Protocol (MCP) server for Zoho Books integration, designed for bookkeeping | 1 | Codex, OpenCode | 1 | 380 tok |
| Frejixxx/telegram-agent Privacy-first Telegram MCP tools for Codex maintainers | 1 | Codex, OpenCode | 1 | 1,165 tok |
| orchestratemcp/OrchestrateKIT-MCP orchestratemcp.dev The honest, evidence-backed MCP planner for safer AI agent workflows. | 1 | Claude Code, Codex, OpenCode | 2 | 830 tok |
| ccchenhuohuo/sorftime-mcp Governed Sorftime MCP, AI Skill, and full CLI for secure team access to Amazon market data | 1 | Claude Code, Codex, OpenCode | 2 | 1,957 tok |
| BASIC-BIT/soundiiz-mcp Local-first MCP server for safe AI access to Soundiiz syncs and SmartLinks. Read-only by d | 1 | Claude Code, Codex, OpenCode | 2 | 1,903 tok |
| cacheout-app/cacheout-mcp MCP server for Cacheout — macOS cache management and memory telemetry tools for AI agents | 1 | Codex, OpenCode | 1 | 2,112 tok |
| mkrech/anki-mcp-server | 1 | Codex, GitHub Copilot, OpenCode | 2 | 1,977 tok |
| ManudotaORG/artist-mcp artist-mcp.vercel.app Read your OneNote pages in Claude Desktop or Codex. An npm-published MCP server that signs | 1 | Claude Code, Codex, OpenCode | 2 | 4,001 tok |
| tboome33/obsidian-mcp-router MCP server that routes Claude tool calls to multiple Obsidian vaults (local or remote) ove | 1 | Claude Code, Codex, OpenCode | 2 | 2,439 tok |
| techniondigitalsolutions/odoo-mcp Safety-first MCP server for Odoo 16-19 with controlled changes, audit journaling, rollback | 1 | Codex, OpenCode | 1 | 115 tok |
| shayonpal/mcp-for-lifeos Model Context Protocol server for LifeOS Obsidian vault with dynamic template discovery an | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 5,482 tok |
| berntpopp/mgi-link genefoundry.org MCP server for MGI (Mouse Genome Informatics): mouse gene, allele, mutation and phenotype | 1 | Claude Code, Codex, OpenCode | 10 | 1,930 tok |
| okx-wallet-H/hvip-mcp | 1 | Claude Code, Codex, OpenCode | 3 | 3,765 tok |
| yurilopes/pydoll-mcp-server | 1 | Codex, OpenCode | 1 | 1,478 tok |
| royhcj/prompt-gui-mcp Lets AI agents to show prompts with beautiful, interactive GUI forms instead of plain text | 1 | Claude Code, Codex, OpenCode | 2 | 948 tok |
| WillHsiaoNYC/NYC-Opendata-Capital-Projects-MCP willhsiaonyc.github.io MCP server over NYC Open Data's Capital Projects Dashboard — 4 Socrata datasets in a local | 1 | Claude Code, Codex, OpenCode | 2 | 2,281 tok |
| ewanc26/atproto-mcp-server An AT Protocol MCP server for Bluesky and decentralized social web interactions. | 1 | Claude Code, Codex, OpenCode | 2 | 181 tok |
| iamseyhmus7/mcp-codebase-oracle | 1 | Claude Code, Codex, OpenCode | 8 | 5,471 tok |
| linxxcat000/autodoubao Local Windows MCP bridge that automates Doubao web image generation for Codex, Hermes Agen | 1 | Codex, OpenCode | 1 | 667 tok |
| bdhxhxhhxhxhxhhxjxhxhxhxhx2-del/codex-photoshop-psd-automation Turn AI-generated artwork into editable, validated layered PSDs with Codex + Photoshop MCP | 1 | Codex, OpenCode | 1 | 148 tok |
| cyberuni/cyber-slack Slack CLI and MCP server for AI agents | 1 | Claude Code, Codex, OpenCode | 2 | 544 tok |
| yigitkonur/mcp-supersubagents MCP server for spawning and managing parallel AI agents. Run multiple autonomous Copilot s | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 9,778 tok |
| nathanasbury/razberri-AI-Agents-Microsoft Microsoft 365-aware ADHD companion with MCP, local AI, and privacy-first task scoring | 1 | Codex, OpenCode | 1 | 1,341 tok |
| dongzhaohe321418-lab/zemax-mcp Local Web GUI for reproducible chick/human-eye illumination experiments with guided OpticS | 1 | Codex, OpenCode | 1 | 205 tok |
| aferreiraguido/javascript-mcp-server | 1 | Codex, OpenCode | 1 | 4,428 tok |
| gabriellopesdesouza2002/mcp-whatsapp The ultimate MCP Server for WhatsApp - Full History Search & AI Automation | 1 | Codex, OpenCode | 1 | 1,114 tok |
| Blueprint-Master/blueprint-modular mcp.blueprint-modular.com Semantic component system built for AI-driven UI generation. 101 curated components, dual | 1 | Codex, Cursor, OpenCode | 2 | 5,080 tok |
| jremick/voice-memo-hub Local Apple Voice Memos ingestion, transcription, search, and safe Codex workflow handoff | 1 | Codex, OpenCode | 1 | 256 tok |
| moliver28/corpus-kb Local RAG system with MCP tools for agentic code editors. AST-aware chunking, hybrid searc | 1 | Codex, OpenCode | 1 | 3,284 tok |
| vKongv/chrome-browser-control Local Chrome-profile browser-control MCP server | 1 | Claude Code, Codex, Cursor, OpenCode | 2 | 3,465 tok |
| gordo-labs/mcpbasket | 1 | Codex, OpenCode | 1 | 218 tok |
| berntpopp/hpo-link genefoundry.org MCP server for the Human Phenotype Ontology (HPO): phenotype term lookup, the is_a hierarc | 1 | Claude Code, Codex, OpenCode | 10 | 3,019 tok |
| 0xkaz/agentclip agentclip.0xkaz.com Clip browser text, recall it from any AI — Chrome extension + Cloudflare Workers with MCP, | 1 | Claude Code, Codex, Cursor, OpenCode | 4 | 557 tok |
| Bazilio-san/mcp-vkusvill MCP server for integration with VkusVill | 1 | Claude Code, Codex, OpenCode | 19 | 1,798 tok |
| horiastanxd/claude-init horiastanxd.github.io One command generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline, GEMIN | 1 | Claude Code, Codex, OpenCode | 2 | 1,099 tok |
| saitoomituru/PSYCHO-Py800MCP MCP bridge for oscilloscope, logic analyzer, and microscope automation. AI-driven waveform | 1 | Claude Code, Codex, OpenCode | 2 | 2,774 tok |
| MiiKiyoshi/html-mcp-web Review agent-generated HTML slides/reports in the browser with anchored comments over MCP; | 1 | Codex, OpenCode | 1 | 21 tok |
| schlemperdev/shantycrawl-mcp A lean MCP server for Firecrawl with lazy-loading tool architecture to drastically reduce | 1 | Codex, OpenCode | 1 | 1,820 tok |
| mjkid221/MCPal npmjs.com Friendly Companion MCP. Get notified when your task is finished! | 1 | Claude Code, Codex, OpenCode | 2 | 2,223 tok |
| coroniumio/coronium-proxy-mcp | 1 | Codex, OpenCode | 1 | 303 tok |
| mr-mihu/dsh-dbhub-live DSH database MCP bridge plugin: persistent multi-source dbhub service + workspace-specific | 1 | Codex, OpenCode | 1 | 4,626 tok |
| gong8/sentinel-oss Self-hosted governance layer for MCP servers: policy engine, audit log, and multi-transpor | 1 | Claude Code, Codex, OpenCode | 5 | 1,765 tok |
| muhammadyusuf-kurbonov/utel-mcp | 1 | Claude Code, Codex, OpenCode | 2 | 514 tok |
| mlauf-labs/saga-core SAGA - a self-organizing, AI-native document archive (core backend: ingestion, LLM enrichm | 1 | Claude Code, Codex, OpenCode | 2 | 1,666 tok |
| biocontext-ai/nucleotide_archive_mcp European Nucleotide Archive dataset search MCP server for agentic RNA-sequencing data disc | 1 | Claude Code, Codex, OpenCode | 2 | 492 tok |
| AlgoChains/algochains-mcp-server AlgoChains MCP Server — Universal broker connectors, MCPT strategy validation, and AI mark | 1 | Codex, OpenCode | 1 | 9,231 tok |
| tako0614/takos-office Takos Office — unified self-hostable docs/slide/sheet worker (agent-native via MCP) | 1 | Claude Code, Codex, OpenCode | 2 | 1,037 tok |