1,926 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361DevOps and cloud2,300Writing and docs2,296Research2,295
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| sandeep-alluru/foghorn pypi.org Fact-level staleness detection for AI agent memory | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 604 tok |
| sandeep-alluru/agentcrdt pypi.org CRDTs for distributed AI agent state and conflict-free belief merging | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 619 tok |
| sandeep-alluru/normsync pypi.org Norm monitoring and violation detection for AI agent actions | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 630 tok |
| 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 |
| 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 |
| 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 | 3,247 tok |
| yunlinwu/youtube-transcript-mcp Open-source MCP server giving Claude first-class access to YouTube video transcripts as ca | 0 | Claude Code | 1 | 362 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 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 | — |
| 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 |
| 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 |
| 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 |
| grodgers1-ctrl/kinky_link linklight-beige.vercel.app link test repo | 0 | Claude Code, Codex, OpenCode | 2 | 443 tok |
| Mahesh8214/ShadowShield-MCP | 0 | Claude Code, Codex | 1 | — |
| 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 |
| umeshramya/nhcx-payer-mcp ● MCP server simulating NHCX payer-side workflow actions (approve/reject/query/forward) fo | 0 | Claude Code | 1 | 1,052 tok |
| fatemehmollaeimdepended-cloud/mcp | 0 | Claude Code, Codex, OpenCode | 10 | 2,867 tok |
| 0xstubbs/code-intel Indexes a codebase into a queryable Kuzu graph of files, functions, routes, tests and depe | 0 | Claude Code | 1 | — |
| 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 |
| GSA-TTS/mcp-server-usgs-nationalmap MCP Server for the USGS National Map APIs | 0 | Claude Code, Codex | 2 | — |
| William12556/mcp-git A local git MCP server based on https://github.com/modelcontextprotocol/servers/tree/main/ | 0 | Claude Code | 3 | 438 tok |
| ThemeAnax/themeseed npm.indianic.in Seed realistic demo content into any CMS so you can preview a theme with real articles, im | 0 | Claude Code | 1 | 2,484 tok |
| PCT-BR/n8n-mcp | 0 | Claude Code, Codex, OpenCode | 10 | 2,867 tok |
| GSA-TTS/mcp-server-usace-iwr MCP server for accessing the USACE IWR's open feature layers on ArcGIS | 0 | Claude Code, Codex | 2 | — |
| knahsirV/garmlink | 0 | Claude Code | 1 | 1,077 tok |
| Trum-ok/tutu-mcp-hackathon trum-ok.github.io | 0 | Claude Code | 7 | 510 tok |
| WizardHeHeJun/AutoPlayQA Android game QA automation framework: a deterministic perception + action + recognition-ga | 0 | Claude Code | 9 | — |
| DrDroidLab/TestTrout 🐟 The testing assistant for coding agents. Reads your repo, connects to your deployment, | 0 | Claude Code, Codex, OpenCode | 2 | 967 tok |
| jeius/mcp-servers A monorepo of Model Context Protocol servers | 0 | Claude Code, Codex, OpenCode | 3 | 1,176 tok |
| aesoper101/vision-mcp MCP server giving text-only agents vision understanding & OCR via Chinese and internationa | 0 | Claude Code | 2 | — |
| minmax/pi-cli-mcp MCP server that delegates coding tasks to your locally installed pi CLI. Wraps the real bi | 0 | Claude Code, Codex, OpenCode | 6 | 462 tok |
| aesoper101/image-gen-mcp Multi-provider AI image generation MCP server (stdio) for agents without image capabilitie | 0 | Claude Code | 2 | — |
| duanefields/imessage-mcp MCP server for iMessage on macOS: reads the local message database and (later) sends throu | 0 | Claude Code | 1 | 959 tok |
| developerz-ai/universal-lsp One fast, low-memory C++ language server for many languages via declarative Lua plugins — | 0 | Claude Code, Codex, OpenCode | 15 | 3,487 tok |
| patsypppe/sentinel A stateless MCP 2026-07-28 server and the conformance harness that grades it. Scans any MC | 0 | Claude Code | 1 | 925 tok |