2,616 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 agents8,373Claude Code6,850Data and AI3,591Backend and APIs3,549Git and workflow3,548Languages3,459Planning3,308Code review2,875Writing and docs2,447DevOps and cloud2,443Memory and context2,373Research2,309
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| sandeep-alluru/humanproof pypi.org Human-in-the-loop checkpoints and approval gates for AI agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 648 tok |
| sandeep-alluru/worldoracle pypi.org World-state belief management and contradiction repair for AI agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 625 tok |
| sandeep-alluru/clickproof pypi.org Content-addressed GUI action facts for computer-use agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 630 tok |
| sandeep-alluru/rulegraph pypi.org Declarative rule graphs for AI agent policy and constraint enforcement | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 620 tok |
| sandeep-alluru/polaroid pypi.org Spatial scene graphs and belief state for embodied agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 628 tok |
| johnsarie27/joplin-mcp MCP server for Joplin (note-taking app), built with FastMCP | 0 | Codex, OpenCode | 1 | 825 tok |
| rani700/careerpilot AI job-hunt copilot built on the Model Context Protocol — server, client, dashboard, and e | 0 | Claude Code | 1 | — |
| hidetaka-cci/advanced-circleci-mcp-server | 0 | Claude Code | 4 | — |
| OctopusGarage/alcove octopusgarage.github.io 🧠 Local-first personal memory for agent workflows. | 0 | Claude Code, Codex, OpenCode | 11 | 1,486 tok |
| smitraonline/snow-mcp A ServiceNow MCP server with support for stdio, mcp and sse transports | 0 | Claude Code | 1 | 1,975 tok |
| markgregg/coverage-orchestrator-mcp coverage orchestrator | 0 | GitHub Copilot | 1 | 92 tok |
| Ryn-Mic/ai-browser-tester MCP-first browser control and automated testing toolkit | 0 | Claude Code, Codex, OpenCode | 2 | 4,251 tok |
| roan2008/visual-qa-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 7,203 tok |
| rifaterdemsahin/canva-mcp Canva model context protocal | 0 | Claude Code | 4 | — |
| avivancos/mcpforwork mcpfor.work Open-core, MCP-first job-search copilot — the LLM is the client (zero server-side LLM). Se | 0 | Claude Code, Codex, OpenCode | 4 | 2,623 tok |
| avdiam/mcp-agent-hub A local message broker for AI CLI agents - MCP server with durable inboxes, at-least-once | 0 | Claude Code, Codex, OpenCode | 6 | 3,342 tok |
| kylepk-boop/tradingview-mcp-jackson | 0 | Claude Code | 2 | 12,598 tok |
| B-A-M-N/Kontrol MCP development workspace and ACP bridge for controlled, observable collaboration between | 0 | Claude Code, Codex, OpenCode | 11 | 13,363 tok |
| sushiHex/vram-mcp MCP server that lets AI agents share one NVIDIA GPU — cross-session model claims, real bus | 0 | Codex, OpenCode | 1 | 749 tok |
| charlieNearform/testing-mcp An MCP service to consolidate test running and coverage collection to reduce AI churn runn | 0 | Claude Code | 3 | 2,255 tok |
| 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 |
| kcole16/company-state-mcp Control plane for an agent-operated company: MCP server with seat-scoped auth, determinist | 0 | Claude Code | 2 | — |
| Handigraphs/handigraphs-stats-api-mcp handigraphs.com Public stdio MCP server for the Handigraphs Stats API v1 | 0 | Claude Code, Codex, OpenCode | 2 | 1,730 tok |
| kzkymn/place-ratings-analyzer An MCP server that fetches and analyzes Google Maps review ratings — not just the average | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 13 | 1,139 tok |
| Gaurav7974/agent-regress npmjs.com MCP server for regression-testing AI agents — deterministic checks (regex, exact-match, JS | 0 | Codex, OpenCode | 1 | 400 tok |
| isityael/apple-mail-mcp MCP server for local Apple Mail automation: read, search, compose, organize, and analyze m | 0 | Claude Code | 7 | 1,077 tok |
| davidesg/art-python ART (art-tseries) — Box-Jenkins-Treadway model-building toolkit + MCP server; includes the | 0 | Codex, OpenCode | 1 | 1,042 tok |
| funkyfunc/flutter-driver-mcp | 0 | Codex, OpenCode | 1 | 3,885 tok |
| bhawnapannu2701/workbench-mcp Secure FastMCP server for controlled repository inspection, file operations, test executio | 0 | Codex, OpenCode | 1 | 346 tok |
| lucascortazz/mcp-cucumber-js-mobile-automation MCP server for mobile automation testing with Cucumber.js integration. Provides natural la | 0 | GitHub Copilot | 1 | 419 tok |
| keskinonur/shelfgap shelfgap.onurkeskin.com A ChatGPT-native, deterministic buyer-choice simulator that shows e-commerce merchants why | 0 | Codex, OpenCode | 1 | 1,736 tok |
| Bortor/turing-test-game A general Turing test agent toolkit: protocol client, MCP integration, meme knowledge-base | 0 | Codex, OpenCode | 1 | 863 tok |
| naka-koma/local-llm-mcp | 0 | Claude Code | 9 | 2,102 tok |
| 54334-bit/anki_mcp_server A mcp server for Anki | 0 | Claude Code | 1 | 4,236 tok |
| kevinnz/humanitix-mcp | 0 | GitHub Copilot | 1 | 545 tok |
| grodgers1-ctrl/kinky_link linklight-beige.vercel.app link test repo | 0 | Claude Code, Codex, OpenCode | 2 | 443 tok |
| expansing/mcp_server_ha | 0 | GitHub Copilot | 1 | 2,274 tok |
| Mahesh8214/ShadowShield-MCP | 0 | Claude Code, Codex | 1 | — |
| Sonora-Multiroom/sonora-mcp | 0 | Codex, OpenCode | 1 | 2,441 tok |
| mikewolfd/voiceover-mcp MCP server for browser testing with real macOS VoiceOver or Guidepup's virtual screen read | 0 | Codex, OpenCode | 1 | 542 tok |
| mrodgersjs-web/rigforge rodgersintelligence.com Catches AI coding agents when they say work is done but it is not. | 0 | Codex, GitHub Copilot, OpenCode | 2 | 598 tok |
| lolofuk123/rbx-mcp Universal MCP bridge for Roblox Studio. Give any AI agent a spec and let it implement, tes | 0 | Claude Code | 1 | 1,107 tok |
| 1llum1n4t1s/Retroweb-MCP kagayoi.com An MCP server that follows web archives and old directories to uncover old personal websit | 0 | Codex, OpenCode | 1 | 966 tok |
| PurrlyDigital/owasp-wstg-mcp Local Knowledge Graph RAG over the OWASP Web Security Testing Guide, exposed as five MCP t | 0 | Codex, OpenCode | 1 | 2,424 tok |
| umeshramya/nhcx-payer-mcp ● MCP server simulating NHCX payer-side workflow actions (approve/reject/query/forward) fo | 0 | Claude Code | 1 | 1,678 tok |
| fatemehmollaeimdepended-cloud/mcp | 0 | Claude Code, Codex, OpenCode | 10 | 2,867 tok |
| bot-qianjinyan/my-mcp-user | 0 | Cursor | 1 | — |
| hua-hua3321/shardnest Open-source self-custodial wallet infrastructure: key generation, Shamir SSS 2-of-3 shardi | 0 | Codex, OpenCode | 1 | 1,819 tok |
| biswasbiplob/mwaa-mcp-server MCP server for Amazon MWAA - manage environments, DAGs, task instances and logs via the Ai | 0 | Claude Code | 1 | 826 tok |
| IH8E/express-cli CLI client for the corporate messenger eXpress. Supports E2E encryption, sending messages, | 0 | Codex, OpenCode | 1 | 7,905 tok |