23,819 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977
All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| SioYooo/RepoGrammar sioyooo.github.io Local-first repository context for coding agents — MCP + CLI with source-backed patterns a | 0 | Claude Code, Codex, OpenCode | 11 | 4,096 tok |
| notreallycheeks/hwprobe-mcp MCP server giving AI agents deep hardware inventory + live sensor telemetry (temps, fans, | 0 | Codex, OpenCode | 1 | 361 tok |
| cookaihq/aihub-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 116 tok |
| procube-cx/fizzy-mcp | 0 | Codex, OpenCode | 1 | 1,040 tok |
| Romone6/Callable Pre-release command layer for turning reviewed business workflows into auditable agent-cal | 0 | Claude Code, Codex, OpenCode | 2 | 654 tok |
| Sakura-Byte/discourse-mcp Discourse MCP with curl-impersonate (impers) for Cloudflare-protected forums | 0 | Codex, OpenCode | 1 | 785 tok |
| InstaSoft-hu/keypro-cli KeyPro.hu B2B webshop CLI + MCP server - thin client (npm: @keypro/cli) | 0 | Codex, OpenCode | 1 | 6,469 tok |
| SudarshanKomar/pulse MCP-enabled network emulation platform using Mininet and FRRouting for realistic protocol | 0 | Codex, OpenCode | 1 | 3,069 tok |
| jihongboo/appstoreconnect-mcp | 0 | Codex, OpenCode | 1 | 596 tok |
| zelinsky-alexander/mcp-drift-lab Measure whether real MCP clients preserve informed consent when tool definitions evolve af | 0 | Codex, OpenCode | 1 | 272 tok |
| nimocat/fishbowl Fishbowl: local-first engineering memory for failures, decisions, evidence, and verificati | 0 | Codex, OpenCode | 1 | 310 tok |
| mvagnon/opencode-mcp Deprecated. | 0 | Codex, OpenCode | 1 | 1,107 tok |
| mbvillaverde/openapi-atlas-mcp | 0 | Codex, OpenCode | 1 | 594 tok |
| ling5477/CAD-MAX CAD MCP tool | 0 | Codex, OpenCode | 1 | 1,741 tok |
| haladamateusz/ledger Personal finance ledger for importing Revolut transactions into SQLite, running spending r | 0 | Codex, OpenCode | 1 | 690 tok |
| ramide1/iol-mcp Invertir Online MCP server | 0 | Codex, OpenCode | 1 | 607 tok |
| KZI-22/xhs_mcp xhs_mcp for agent | 0 | Codex, OpenCode | 1 | 1,130 tok |
| flyset/MyMCP Local-first MCP host for narrowly scoped integrations, with bundled Mnemosyne memory. | 0 | Codex, OpenCode | 1 | 1,666 tok |
| wesleyzhangwq/tiny-agent-sandbox Small Docker-backed MCP sandbox for running agent-generated code with bounded privileges | 0 | Codex, OpenCode | 1 | 203 tok |
| erpipe-org/erpipe erpipe.com ERPipe — open-core TypeScript MCP for Odoo. Hosted product: https://erpipe.com — MCP: http | 0 | Codex, Cursor, OpenCode | 2 | 210 tok |
| holo-q/python-devtools-mcp | 0 | Codex, OpenCode | 1 | 743 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 |
| elomokm/paper-hermes MCP Server de veille scientifique — arXiv/ChemRxiv → DeepSeek → Brain Obsidian → Telegram. | 0 | Codex, OpenCode | 1 | 138 tok |
| tools-for-agents/prism tools-for-agents.github.io 🔻 The agent's data reader: any JSON/JSONL/CSV/TSV blob becomes its shape and the slice yo | 0 | Codex, OpenCode | 1 | 1,427 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 |
| Abramov-Front-end/rolldate-mcp rolldate.dev MCP server for RollDate Core (date picker) and RollDate Events (event calendar) — install | 0 | Codex, OpenCode | 1 | 396 tok |
| alejoacelas/gdoc-mcp Typed MCP tools backed by the gdoc CLI | 0 | Claude Code, Codex, OpenCode | 2 | 469 tok |
| sontakmtp-cell/autocad-mcp AutoCAD MCP server with Streamable HTTP transport | 0 | Codex, OpenCode | 1 | 522 tok |
| resace3/mcp-local-study-app | 0 | Codex, OpenCode | 1 | 33 tok |
| ownasquare/context-loom Local-first, fidelity-audited context compilation for AI chat harnesses | 0 | Codex, OpenCode | 1 | 566 tok |
| 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 |
| Handigraphs/handigraphs-stats-api-mcp handigraphs.com Public stdio MCP server for the Handigraphs Stats API v1 | 0 | Claude Code, Codex, OpenCode | 2 | 1,935 tok |
| ErneG/svgo-jsx-mcp | 0 | Codex, OpenCode | 1 | 781 tok |
| Caezarr/Bond-OpenAI Local provider-neutral MCP phone actions for Bond, Codex and compatible agents | 0 | Codex, OpenCode | 1 | 299 tok |
| pooyanmajd/pmtechdev-mcp-plugins Local-first, safety-focused MCP servers, shared tooling, and a public Codex plugin marketp | 0 | Codex, OpenCode | 1 | 326 tok |
| joenukem/open-automation-platform-mcp MCP server exposing open automation platform tools to agents, gated by gateway auth, RBAC, | 0 | Codex, OpenCode | 1 | 402 tok |
| shivankj11/gdrive-mcp A read/write MCP for Google Drive, Docs & Sheets, built for agents: bounded/paged reads, s | 0 | Codex, OpenCode | 1 | 195 tok |
| jyswee/emailinabox Email hosting for coding agents — deploy domains, mailboxes, tracked send. 13 MCP tools, s | 0 | Codex, OpenCode | 1 | 801 tok |
| rendyuwu/arknights-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1,832 tok |
| AgRenting/agrenting-codex-plugin Hire remote Agrenting marketplace agents from OpenAI Codex through MCP | 0 | Codex, OpenCode | 1 | 61 tok |
| colbyw5/phenoforge Semantic value set assembly for clinical cohort definitions, over MCP | 0 | Claude Code, Codex, OpenCode | 2 | 898 tok |
| KowL/luoome luoome — a local-first personal investment management advisor agent (MCP / TUI / Web; Luo | 0 | Codex, OpenCode | 1 | 1,603 tok |
| Knuckles-Team/hdhomerun-mcp HDHomeRun HTTP/DVR/Discovery API + hdhomerun_config protocol client + MCP Server + A2A Ser | 0 | Claude Code, Codex, OpenCode | 2 | 3,522 tok |
| amirtaherkhani/dev-io-mcp MCP server for turning AI conversations into dev.io Markdown posts | 0 | Claude Code, Codex, OpenCode | 4 | 1,531 tok |
| TuTouPower/kimi-acp-mcp MCP bridge from Claude Code to local Kimi Code via Moonshot official ACP (kimi acp). No re | 0 | Claude Code, Codex, OpenCode | 2 | 3,466 tok |
| B-A-M-N/TopHatMCP bridges ChatGPT with local coding agents through a leased job queue. It delivers queued pr | 0 | Codex, OpenCode | 1 | 3,632 tok |
| rehanhaider/mcpsuite | 0 | Codex, OpenCode | 1 | 1,090 tok |
| msmirnyagin/wed-search-cloudflare Remote MCP server on Cloudflare Workers — smart web-search router across HTTP APIs, extern | 0 | Codex, OpenCode | 1 | 1,368 tok |
| kalcifield/eea-climate-data-mcp Agent-friendly, schema-aware access to European climate data from EEA Discodata | 0 | Codex, OpenCode | 1 | 783 tok |
| craftpip/kitchen-mcp | 0 | Codex, OpenCode | 1 | 2,221 tok |