3,584 projects whose own agent configuration covers data and ai. 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 agents8,442Claude Code6,875Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| topness-msft/callwright An MCP server that places real phone calls — reservations, appointments, inquiries — on yo | 1 | Claude Code, GitHub Copilot | 2 | 1,472 tok |
| us-all/mlflow-mcp-server MLflow MCP server — experiments, runs, registered models, model versions, logged models (v | 1 | Claude Code | 1 | 3,898 tok |
| thetangstr/clockchain-developer-tools mcp.clockchain.network Hosted MCP server for Clockchain — consensus time, notarization & agent-attested receipts. | 1 | Codex, OpenCode | 1 | 730 tok |
| zoster81/scripthold Secure encoding-aware local workspace runtime for AI agents. Code from the web. Work local | 1 | Codex, OpenCode | 1 | 3,012 tok |
| vinsonconsulting/limner MCP image generation agent. Foundation of the Limner family. | 1 | Claude Code | 1 | 175 tok |
| andyliszewski/grounding-ai pypi.org Local-first document corpus pipeline for grounded AI agents | 1 | Claude Code | 1 | 11,569 tok |
| hydroCoderClaud/mcp-hydrocoder-vision mcp-hydrocoder-vision | 1 | Claude Code | 1 | 413 tok |
| floriangrousset/opnsense-mcp-server A Model Context Protocol (MCP) server implementation for managing OPNsense firewalls. This | 1 | Claude Code | 1 | 2,976 tok |
| sergiobayona/file_system_mcp Ruby server implementing Model Context Protocol (MCP) for filesystem operations using the | 1 | Claude Code | 1 | 834 tok |
| sbdk-dev/local-ai-analyst sbdk.dev A reference implementation of a local-first AI-powered analytics assistant, demonstrating | 1 | Claude Code | 1 | 2,076 tok |
| envigoinnovations/subscriby-mcp docs.subscriby.net Subscriby MCP Server Package for Model Context Protocol repository and registry. | 1 | Claude Code | 1 | 901 tok |
| tellmefrankie/news-engine dev.to Autonomous AI news engine — RSS + Naver collection, Claude API analysis, Telegram briefing | 1 | Claude Code | 1 | 3,538 tok |
| gwizards/meshy-mcp-server MCP server for Meshy.ai 3D model generation API | 1 | Claude Code | 1 | 729 tok |
| kefapps/onepassword-mcp-codex Standalone MCP server for 1Password desktop app integrations with opaque-by-default secret | 1 | Codex, OpenCode | 1 | 1,012 tok |
| fernandogarzaaa/chimeralang-mcp ChimeraLang MCP Server — probabilistic types, consensus gates, and hallucination detection | 1 | Claude Code, Codex, OpenCode | 9 | 3,193 tok |
| rayapatiranjithai/prompt-analyzer Live prompt-quality coaching for Claude Code — scores your prompts against documented prom | 1 | Claude Code | 1 | 1,249 tok |
| BCuracao/cursor-universal-rules | 1 | Cursor | 1 | 179 tok |
| usulpro/codex-bee npmjs.com Transparent Codex CLI wrapper with hook-driven auto-continue and an in-terminal control sc | 1 | Codex, OpenCode | 1 | 1,560 tok |
| CableZa/codex-self-hosted-web-monitor Self-hosted web dashboard for monitoring local OpenAI Codex usage, sessions, credits, cach | 1 | Codex, OpenCode | 1 | 597 tok |
| laozhangzzz/agent-pitbook laozhangzzz.github.io LLM-readable debugging knowledge base: structured pits that help coding agents find buried | 1 | Codex, OpenCode | 1 | 687 tok |
| CalvinTTooS/prompt-optimizer Optimize prompts for Claude & Gemini with local, privacy-first PII anonymization: a Window | 1 | Claude Code, Codex, OpenCode | 2 | 3,417 tok |
| zpower426/datapowers Professional Data Mining & ML Protocol: A hypothesis-driven workflow featuring strict leak | 1 | Gemini CLI | 1 | 28 tok |
| MusesCraft/awesome-claude-designCN Traditional Chinese translation of awesome-claude-design — design system templates and pro | 1 | Claude Code | 1 | 3,979 tok |
| nerdCopter/copilot-prompts VS Code Copilot prompt/instructions repository: agents, skills, instructions, and prompt f | 1 | Codex, OpenCode | 1 | 348 tok |
| mluker/github-copilot-instructions-prompts Github Copilot instructions and prompts | 1 | GitHub Copilot | 2 | 106 tok |
| Statutecontempt951/obsidian-llm-wiki Convert your Obsidian markdown vault into a six-persona MCP team for local LLM tools to pr | 1 | Claude Code | 1 | 702 tok |
| xf-hq/vscode-workspaces Contains workspace files, Copilot/LLM/agent prompt files, instruction files, etc. for use | 1 | GitHub Copilot | 2 | 2,556 tok |
| Alexmacapple/mcp-playbook-dsfr systeme-de-design.gouv.fr Serveur MCP pour le Design System de l'État français (DSFR v1.14) - Génération de composan | 1 | Claude Code | 1 | 2,795 tok |
| armandojaleo/hipercampo Living, local-first memory for Claude built on hypervectors (VSA) — surprise-gated writing | 1 | Claude Code, Codex, OpenCode | 4 | 407 tok |
| bwyatt/editor-customizations Repository to hold reusable VS Code customizations (settings, copilot instructions, Claude | 1 | GitHub Copilot | 5 | 7,037 tok |
| qduc/code-rag An MCP server that add semantic code search to your coding agent | 1 | Claude Code, Codex, OpenCode | 2 | 1,354 tok |
| megazear7/static-mcpify Turn any structured content into a static MCP (Model Context Protocol) server | 1 | GitHub Copilot | 1 | 1,387 tok |
| xiaoquisme/macos-cliboard-mcp A simple utility that provides model context protocol (MCP) tools for interacting with the | 1 | Claude Code | 1 | 164 tok |
| tsilva/mcp-wandb 🔬 Query Weights & Biases experiments through MCP 📊 | 1 | Claude Code, Codex, OpenCode | 2 | 401 tok |
| EpleCheck/vibecheck eplecheck.github.io The CMS you talk to — a git-backed, schema-safe headless CMS you edit by chatting with an | 1 | Claude Code | 1 | 1,570 tok |
| mplogas/ltchiptool-mcp MCP server wrapping ltchiptool and bk7231tools for chip-level firmware extraction. Drives | 1 | Claude Code | 1 | 471 tok |
| yangsong7/LLM-Infra-Advisor-MCP | 1 | Claude Code | 1 | 1,366 tok |
| nocoo/mcp-make-sound 🔊 A Model Context Protocol (MCP) server that provides system sound playback capabilities | 1 | Claude Code | 1 | 448 tok |
| cskwork/keyword-rag-mcp MCP Knowledge Retrieval Server: An MCP server that searches Markdown documents using the B | 1 | Claude Code | 1 | 514 tok |
| eclipsevr-live/twitch-mcp A Model Context Protocol (MCP) server which allows MCP Clients (such as Claude) to connect | 1 | Claude Code | 1 | 1,355 tok |
| yigitkonur/example-mcp-stateful stateful MCP server with Redis sessions, event sourcing, and horizontal scaling | 1 | Claude Code | 1 | 542 tok |
| Limecooler/fda-mcp MCP server providing LLM-optimized access to FDA data via the OpenFDA API | 1 | Claude Code | 1 | 641 tok |
| yigitkonur/example-mcp-sse reference MCP server over SSE transport — calculator domain, teaching patterns | 1 | Claude Code | 1 | 640 tok |
| steveandroulakis/temporal-nexus-mcp-demo A comprehensive sample application demonstrating how to bridge Model Context Protocol (MCP | 1 | Claude Code | 1 | 2,324 tok |
| hnkatze/PrimeNG_MCP MCP server providing PrimeNG component documentation as tools for AI assistants — query pr | 1 | Claude Code | 1 | 3,180 tok |
| alejoair/mcp-terminal MCP Terminal Server - Interactive terminal sessions via Model Context Protocol | 1 | Claude Code | 1 | 1,004 tok |
| jorben/mcp-server A unified MCP (Model Context Protocol) server with pluggable tools. | 1 | Codex, OpenCode | 1 | 1,085 tok |
| griffinwork40/twilio-mcp Model Context Protocol (MCP) server for Twilio SMS messaging with intelligent conversation | 1 | Claude Code | 1 | 1,770 tok |
| cvsloane/mainwp-mcp | 1 | Claude Code, Codex, OpenCode | 2 | 245 tok |
| elevateinformatics/mcp-server-odoo A Model Context Protocol (MCP) server that enables AI assistants to securely interact with | 1 | Claude Code | 1 | — |