2,112 projects whose own agent configuration covers testing. These are not mods to install — they are how the maintainers of these repositories tell an agent what to do, and what to avoid.
All projects Building agents8,369Claude Code6,848Data and AI3,594Git and workflow3,550Backend and APIs3,545Languages3,459Planning3,305Code review2,872DevOps and cloud2,444Writing and docs2,443Memory and context2,373Research2,311
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| First-CH/firstch-tools-mcp MCP server for First CH Tools — WCAG contrast, JP character/X-weight count, WebP conversio | 0 | Claude Code | 1 | 901 tok |
| Hashi-Kazu/ai-test-process-mcp AI-assisted test process MCP server (Phase 1: ISO/IEC/IEEE 29119-3 test plan draft generat | 0 | Claude Code, Codex, OpenCode | 5 | 1,360 tok |
| JonJam/accuweather-mcp MCP server providing weather tools with data sourced from AccuWeather. | 0 | Claude Code, Codex, OpenCode | 2 | 1,108 tok |
| RubenGlez/devicecloud-mcp npmjs.com MCP server that exposes DeviceCloud as tools for MCP-aware assistants — list uploads, chec | 0 | Claude Code, Codex, OpenCode | 2 | 1,007 tok |
| Saidiibrahim/search-papers search-papers.com Empower your agents to search, analyse, and explore academic papers from arXiv autonomouly | 0 | Claude Code | 5 | 960 tok |
| SamYatesSmith/Tru8 trueight.com Evidence research infrastructure. Decomposes claims, retrieves source-traced evidence from | 0 | Claude Code | 9 | — |
| amansingh63/dbhub-analytics dbhub.ai Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, Mari | 0 | Claude Code, GitHub Copilot | 4 | 2,891 tok |
| assister-xyz/quality-oracle Challenge-response quality verification for AI agents and MCP servers. 6-axis scoring, adv | 0 | Claude Code | 1 | 906 tok |
| benzatkulak-collab/socialperks social-perks.vercel.app | 0 | Claude Code, Codex, OpenCode | 30 | 6,445 tok |
| ovladon/seenrelay seenrelay.com Your agents already know things. SeenRelay helps decide when they need to look again. | 0 | Claude Code | 1 | — |
| charliemtnez/ghost-inspector-mcp MCP server for the Ghost Inspector API — create, update and analyze end-to-end browser tes | 0 | Claude Code | 1 | 9,659 tok |
| chrischall/skill-mcp An MCP server that serves a directory of Agent Skills — lists them, hands out their instru | 0 | Claude Code, Codex, OpenCode | 2 | 1,928 tok |
| joshuasundance-swca/paper-chaser-mcp FastMCP server for academic research workflows: paper discovery, literature mapping, citat | 0 | Claude Code, GitHub Copilot | 2 | 1,514 tok |
| justinwilliames/orbit-for-claude yourorbit.team Lifecycle marketing in Claude — 87 skills and 135 tools: email render QA, deliverability, | 0 | Claude Code | 1 | 1,756 tok |
| libtmux/libtmux-go libtmux.org Alpha - libtmux for Go: a typed tmux library. No runtime dependencies, plus an MCP server | 0 | Claude Code, Codex, OpenCode | 3 | 771 tok |
| malkreide/bakom-mcp MCP Server for BAKOM Open Data – broadband, 5G/4G/3G coverage, media licences and Swiss te | 0 | Claude Code | 3 | 8,515 tok |
| malkreide/lindas-mcp MCP server for LINDAS — the Swiss administration's linked-data knowledge graph | 0 | Claude Code | 1 | 6,488 tok |
| malkreide/seco-labor-mcp MCP server for Swiss labor market data – unemployment, job seekers, open positions & occup | 0 | Claude Code | 3 | 4,448 tok |
| malkreide/swiss-cultural-heritage-mcp Swiss cultural heritage: SIKART artists, Nationalmuseum, Helveticat, Memobase, Dodis | 0 | Claude Code | 3 | 4,940 tok |
| malkreide/swiss-efv-mcp MCP server for Swiss federal finances (EFV): budget, debt, forecasts & spending by departm | 0 | Claude Code | 3 | 4,560 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 | 4,570 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 | 4,363 tok |
| malkreide/swiss-snb-mcp MCP server for the Swiss National Bank (SNB) data portal — exchange rates, balance sheet, | 0 | Claude Code | 3 | 5,120 tok |
| malkreide/wsl-envidat-mcp MCP server for WSL/EnviDat environmental research data — forest, avalanches, biodiversity, | 0 | Claude Code | 3 | 4,199 tok |
| malkreide/zh-education-mcp MCP server for education statistics of Canton and City of Zurich (BISTA) | 0 | Claude Code | 3 | 5,123 tok |
| msanchezgrice/audioform talkform-taupe.vercel.app | 0 | Claude Code, Codex, OpenCode | 2 | 890 tok |
| musharna/breedsim-mcp musharna.github.io MCP server for breeding-scheme simulation (AlphaSimR) — returns distributions, never a sin | 0 | Claude Code | 1 | 1,064 tok |
| musharna/phylokit-mcp musharna.github.io MCP server for phylogenetic inference over IQ-TREE 3 (through piqtree) — never returns a t | 0 | Claude Code | 1 | 1,064 tok |
| musharna/plantcv-mcp musharna.github.io MCP server exposing PlantCV as a measurement instrument — plant traits plus the segmentati | 0 | Claude Code | 1 | 1,064 tok |
| salehrifai42/qmetrymcp mcp for qmetry | 0 | Claude Code, GitHub Copilot | 4 | 3,678 tok |
| runcycles/cycles-mcp-server runcycles.io MCP budget and risk authority for Cycles — runtime governance for Claude, Cursor, and Wind | 0 | Claude Code | 3 | 185 tok |
| sunholo-data/ailang-parse sunholo.com Universal document parsing and generation in AILANG. Deterministic Office (DOCX/PPTX/XLSX) | 0 | Claude Code | 8 | 943 tok |
| takeyaqa/PictMCP Pairwise testing for your AI assistant | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 511 tok |
| taux-io/twse-mcp MCP server for Taiwan Stock Exchange (TWSE) open data — Taiwan stock data assistant: lets | 0 | Claude Code, Codex, OpenCode | 2 | 2,585 tok |
| trunk-io/mcp-server trunk.io Flaky test detection, root cause analysis, and fix suggestions for development teams. | 0 | Claude Code | 1 | 1,577 tok |
| minhoyoo-iotrust/WAIaaS waiaas.ai Wallet-as-a-Service for all AI agents in the world | 0 | Claude Code | 2 | 1,754 tok |
| cquillen/realtest-mcp MCP server for RealTest backtesting documentation and example scripts | 0 | Claude Code | 4 | 85 tok |
| manutrip-pm-AI-Defense/mcpdeployment This is a test MCP server | 0 | Claude Code | 1 | 2,257 tok |
| dks50217/NetStoneMCP Model Context Protocol (MCP) tools for FFXIV using NetStone and external APIs via LLMs. | 0 | Claude Code | 1 | 966 tok |
| egormak/tracker-mcp | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,540 tok |
| raboley/ado-mcp | 0 | Claude Code | 1 | 1,716 tok |
| niels-2005/mcp-server-document-search | 0 | Claude Code, Codex, OpenCode | 4 | 503 tok |
| Ashutosh6393/Portfolio-MCP A remote MCP server for publishing to ashutoshverma.dev from any Claude client — including | 0 | Claude Code, Codex, OpenCode | 17 | 2,092 tok |
| Stankye/profiler-mcp EXPERIMENTAL / not hardware-tested — MCP servers for Intel VTune & AMD uProf with mock bac | 0 | Claude Code | 4 | 654 tok |
| thecleanupcrew/mcp-server Testing MCP server implementation | 0 | Claude Code | 1 | 1,146 tok |
| tjackiet/bitbank-genesis-mcp-server-http-archive bitbank-genesis-mcp-server-http-archive | 0 | Claude Code, Codex, Cursor, OpenCode | 7 | 2,164 tok |
| Sunilrana1978/MCP | 0 | Claude Code | 1 | 469 tok |
| takada-at/bq_mcp_server | 0 | Claude Code | 3 | 1,424 tok |
| V2-Digital/v2-ai-mcp | 0 | Claude Code | 1 | 872 tok |
| florian-priegnitz/A-Eyes Claude Code can read files and run commands, but it cannot see what is on your screen. A-E | 0 | Claude Code | 19 | 2,474 tok |