43,813 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 |
|---|---|---|---|---|
| ljcl/strava-mcp | 0 | Claude Code, Codex, OpenCode | 8 | 4,394 tok |
| ljdigital/au-bizintel-mcp Australian Business Intelligence MCP Server — ABN lookup, business search, AI prospect int | 0 | Claude Code | 4 | — |
| lonexreb/cite-guard pypi.org The free, open watchdog for retracted & problematic citations — Retraction Watch + OpenAle | 0 | Claude Code | 1 | 1,260 tok |
| loved0543-dotcom/no-shell-agent-operating-pack ai-automation-operating-pack.vercel.app Plain-language operating pack for preventing empty-shell AI automation with agents, plugin | 0 | Codex, OpenCode | 1 | 214 tok |
| lozit/mcp-freestyle MCP server that reads a FreeStyle glucose sensor. Read-only, credentials in the OS keychai | 0 | Claude Code | 2 | 3,512 tok |
| lucyfox199818-collab/codex-binance-agent Terminal MCP for crypto trading | 0 | Codex, Cursor, OpenCode | 4 | 516 tok |
| lucyfuur94/webnav-core webnav-site.vercel.app Stop your web-browsing AI agent from re-exploring the same sites every run. webnav records | 0 | Claude Code | 2 | 9,398 tok |
| luisa-sys/lyra-mcp-server | 0 | Claude Code | 1 | 5,576 tok |
| lxman/obsbot-mcp Cross-platform MCP server for OBSBOT Tiny 2 (UVC) camera control | 0 | Claude Code | 1 | — |
| m-dev-tools/m-dev-tools-mcp MCP server for the m-dev-tools org catalog — exposes route_intent, describe, and verify as | 0 | Claude Code, Codex, OpenCode | 2 | 2,406 tok |
| m2ai-mcp-servers/chartinghero MCP server for clinical charting with Claude — AI-powered visit documentation for home hea | 0 | Claude Code | 1 | 767 tok |
| Bancadia/bancadia-mcp Bancadia MCP repo for agents to query | 0 | Claude Code | 1 | 2,071 tok |
| madrzak/rankgoat-cli rankgoat.app Official command-line interface for RankGoat. Manage your SEO content plan, posts, and bac | 0 | Claude Code | 1 | 512 tok |
| major/pcp-mcp MCP server for Performance Co-Pilot metrics | 0 | Codex, GitHub Copilot, OpenCode | 2 | 2,209 tok |
| malkreide/bag-health-mcp MCP server for Swiss Federal Office of Public Health (BAG) — infectious disease surveillan | 0 | Claude Code | 3 | 3,630 tok |
| malkreide/bag-epl-mcp MCP server for Swiss BAG reimbursement lists: Spezialitätenliste (SL), GGSL, MiGeL – Swiss | 0 | Claude Code | 3 | 3,924 tok |
| malkreide/bakom-mcp MCP Server for BAKOM Open Data – broadband, 5G/4G/3G coverage, media licences and Swiss te | 0 | Claude Code | 3 | 6,886 tok |
| malkreide/hn-tech-signal-mcp MCP server for global tech & AI signal intelligence via HackerNews, arXiv, Lobste.rs and G | 0 | Claude Code | 3 | 7,888 tok |
| malkreide/lindas-mcp MCP server for LINDAS — the Swiss administration's linked-data knowledge graph | 0 | Claude Code | 1 | 5,795 tok |
| malkreide/meteoswiss-mcp MCP Server for Swiss weather & climate data – MeteoSwiss SwissMetNet, ICON forecasts, scho | 0 | Claude Code | 3 | 4,222 tok |
| malkreide/news-monitor-mcp MCP server for global news monitoring, sentiment analysis and media briefings via WorldNew | 0 | Claude Code | 3 | 4,004 tok |
| malkreide/openlex-mcp MCP Server for Canton Zurich legislation (ZH-Lex) — full-text search, article extraction, | 0 | Claude Code | 3 | 5,356 tok |
| malkreide/parlament-mcp MCP server for the Swiss Federal Parliament (Curia Vista OData API) | 0 | Claude Code | 3 | 4,372 tok |
| malkreide/register-mcp MCP server for Swiss commercial register (Zefix/Handelsregister) — company verification, U | 0 | Claude Code | 3 | 11,326 tok |
| malkreide/seco-labor-mcp MCP server for Swiss labor market data – unemployment, job seekers, open positions & occup | 0 | Claude Code | 3 | 3,763 tok |
| malkreide/swiss-cultural-heritage-mcp Swiss cultural heritage: SIKART artists, Nationalmuseum, Helveticat, Memobase, Dodis | 0 | Claude Code | 3 | 3,901 tok |
| malkreide/swiss-efv-mcp MCP server for Swiss federal finances (EFV): budget, debt, forecasts & spending by departm | 0 | Claude Code | 3 | 3,881 tok |
| malkreide/swiss-energy-mcp MCP server for Swiss energy data (SFOE/BFE) via GeoAdmin REST API — no API key required | 0 | Claude Code | 3 | 3,901 tok |
| malkreide/swiss-food-safety-mcp MCP Server for Swiss Federal Food Safety and Veterinary Office (BLV) open data — no auth r | 0 | Claude Code | 3 | 3,690 tok |
| malkreide/swiss-holidays-mcp MCP server for openholidaysapi.org — Swiss school and public holidays for all 26 cantons | 0 | Claude Code | 3 | 4,234 tok |
| malkreide/swiss-ip-mcp MCP server for Swiss intellectual property data – trademarks, patents, SPC/ESZ via the IGE | 0 | Claude Code | 3 | 4,804 tok |
| malkreide/swiss-procurement-mcp MCP server for the simap.ch Swiss public procurement API — all cantons, read-only | 0 | Claude Code | 3 | 4,766 tok |
| malkreide/swiss-snb-mcp MCP server for the Swiss National Bank (SNB) data portal — exchange rates, balance sheet, | 0 | Claude Code | 3 | 4,451 tok |
| malkreide/wsl-envidat-mcp MCP server for WSL/EnviDat environmental research data — forest, avalanches, biodiversity, | 0 | Claude Code | 3 | 3,530 tok |
| malkreide/zh-education-mcp MCP server for education statistics of Canton and City of Zurich (BISTA) | 0 | Claude Code | 3 | 4,466 tok |
| management-cmyk/odoo-mcp-connector Model Context Protocol server for Odoo ERP — query and optionally modify any Odoo instance | 0 | Claude Code | 1 | 494 tok |
| manuelrmz123/chiwawa Unified AI agent registry. Discovers, indexes, and tracks AI agents across A2A and MCP pro | 0 | Claude Code | 1 | 741 tok |
| marcelinero/auditoria-skills-mcp Servidor MCP con 20 SKILLs de auditoría interna — instalable con uvx auditoria-skills-mcp | 0 | Claude Code | 1 | 3,022 tok |
| marian-kamenistak/elc-conference-mcp-tickets elc-conference.io MCP server for browsing and buying ELC Conference 2026 tickets via AI conversation | 0 | Claude Code | 1 | 1,820 tok |
| malkreide/amtsblatt-mcp MCP server for Swiss official gazettes (SHAB + cantonal) — procurement and notices, no per | 0 | Claude Code | 3 | 4,752 tok |
| matematicsolutions/mcp-nsa matematicsolutions.com MCP server for Polish administrative court rulings (NSA + 16 WSA) via CBOSA (orzeczenia.ns | 0 | Claude Code, Codex, OpenCode | 3 | 980 tok |
| matisdsp/fartlek A coach's morning report from your Garmin data, for any LLM via MCP. | 0 | Claude Code | 1 | 941 tok |
| mattlong-plux/hostaway-mcp | 0 | Claude Code | 1 | 2,287 tok |
| mattpicone/upgradelens upgradelens.mattpicone.workers.dev Evidence-backed dependency upgrade intelligence for AI coding agents. REST API + remote MC | 0 | Codex, Gemini CLI, OpenCode | 2 | 884 tok |
| maryadawson-code/integritypulse openclaw-finops.marywomack.workers.dev Revenue-gated MCP server for AI cloud cost forecasting. Stop your agents from hallucinatin | 0 | Claude Code | 1 | 515 tok |
| mcpwright/census-mcp MCP server for U.S. Census (ACS) data by ZIP — income, age, housing, education. Bulk-downl | 0 | Claude Code | 3 | 1,142 tok |
| mcpwright/fred-mcp MCP server for FRED® economic data — 800k+ time series + ALFRED vintage data (the numbers | 0 | Claude Code | 3 | 884 tok |
| mcpwright/soi-mcp MCP server for IRS Statistics of Income (SOI) data by ZIP — income, AGI distribution, tax, | 0 | Claude Code | 3 | 1,362 tok |
| mcurmi05/vdiff npmjs.com Breaking-change diffs for npm packages, served over REST and MCP, so coding agents stop wr | 0 | Claude Code | 1 | 938 tok |
| medprice-ai/mcp-medprice-ai | 0 | Claude Code | 1 | 1,870 tok |