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 |
|---|---|---|---|---|
| sighttrue/sighttrue sighttrue.com An instrument pointed at 388 open-source repositories and eleven readings, most of which n | 1 | Claude Code | 1 | 1,336 tok |
| leocelis/ivd ivdframework.dev Intent-Verified Development (IVD): a framework where AI writes the intent, implements agai | 1 | Cursor | 1 | 5,122 tok |
| malkreide/hn-tech-signal-mcp MCP server for global tech & AI signal intelligence via HackerNews, arXiv, Lobste.rs and G | 1 | Claude Code | 3 | 12,839 tok |
| partymola/bosch-flow-mcp modelcontextprotocol.io MCP server for the Bosch eBike Flow API with OAuth, local cache, and battery trend analysi | 1 | Claude Code, Codex, OpenCode | 2 | 10,277 tok |
| textbee/textbee-mcp textbee.dev MCP server for textbee.dev: give your AI agent a phone number | 1 | Claude Code | 1 | 728 tok |
| xiaojiou176-open/notebackup xiaojiou176-open.github.io Apple Notes backup control room for macOS with AI diagnostics, a token-gated Local Web API | 1 | Codex, OpenCode | 1 | 1,209 tok |
| Identik-me/identik-mcp identik.me Servidores MCP de Identik — firma electrónica y firma digital argentina (Ley 25.506) para | 1 | Gemini CLI | 1 | 744 tok |
| stackpwnies/bible-mcp MCP server that gives AI assistants access to 100+ Bible translations in 38+ languages. Lo | 1 | Codex, OpenCode | 1 | 1,108 tok |
| zamushwani/biomedical-ai-skills AI agent skills for cancer biology and multi-omics research | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,531 tok |
| afreakk/qutebrowser-mcp MCP server for qutebrowser browser automation | 1 | Claude Code | 1 | 1,488 tok |
| SSIG-IT/3cx-mcp-server MCP Server for 3CX Phone System (V20+) — Manage users, extensions, queues, calls, contacts | 1 | Claude Code | 1 | 1,170 tok |
| loukach/stockspark-mcp-poc POC of MCP Server to explore potential for StockSpark use via LLM Agents | 1 | Claude Code | 1 | 1,357 tok |
| GaijinEntertainment/pararam-nexus-mcp Model Context Protocol (MCP) server for pararam.io communication platform. Provides async | 1 | Claude Code | 1 | 864 tok |
| lpenguin/openai-image-mcp MCP server for generating images using OpenAI | 1 | GitHub Copilot | 1 | 1,341 tok |
| suwa-sh/local-RAG-backend This is the backend for a RAG system that runs on Docker Compose. It registers documents i | 1 | Claude Code | 2 | 5,262 tok |
| desvert/otparse-mcp Containerized MCP server for parsing OT/ICS packet captures. Uses tshark to dissect Modbus | 1 | Claude Code | 1 | 806 tok |
| optimize-overseas/lob-mcp Model Context Protocol server for the Lob.com API. Lets LLMs verify addresses and send phy | 1 | Claude Code | 1 | 5,367 tok |
| BhaumikAbhishek/oci-kafka-mcp-server AI-native MCP server for OCI Kafka — 42 tools, enterprise security, AI diagnostics | 1 | Claude Code | 1 | 1,084 tok |
| AyubMoh1/memory-mcp Persistent memory MCP server for Claude Code — vector + keyword hybrid search | 1 | Claude Code | 1 | 344 tok |
| robertsfeir/mybrain Personal knowledge base with semantic search for Claude — local PostgreSQL + pgvector, MCP | 1 | Claude Code | 1 | 1,487 tok |
| obrien-matthew/mcp-spotify pypi.org MCP server for Spotify -- playlist building, playback control, and music discovery for Cla | 1 | Claude Code, Codex, OpenCode | 2 | 295 tok |
| niels-emmer/dendrite-admin-mcp Agent-installable MCP server for administering a Dendrite Matrix homeserver — manage users | 1 | Claude Code | 1 | 1,667 tok |
| rexlManu/lol-mcp-server MCP server for League of Legends player analysis, match review, and training plans via Rio | 1 | Codex, OpenCode | 1 | 1,824 tok |
| galimar/veridge The always-fresh, low-token map of a whole project — docs, code (to the symbol, multi-lang | 1 | Codex, OpenCode | 1 | 511 tok |
| yamayued/houjin-bangou-api-mcp cocorobi.co.jp MCP server for the Japan National Tax Agency Corporate Number API | 1 | Codex, OpenCode | 1 | 645 tok |
| bailur/usps-mcp-server Model Context Protocol server for USPS address validation | 1 | GitHub Copilot | 1 | 716 tok |
| saltyeg/cadkit-mcp cadkit + onshape MCP servers for driving Onshape from an LLM — idiomatic, fully-defined, v | 1 | Claude Code | 1 | 530 tok |
| Kruceo/process-mcp A local MCP (Model Context Protocol) server for managing background processes. | 1 | Codex, OpenCode | 1 | 586 tok |
| lijiatuk/dstools DeepSeek-V4 MCP toolkit: image understanding + deep research capabilities for DeepSeek mod | 1 | Claude Code | 1 | 1,053 tok |
| antonmadto/kicad-mcp MCP server to create, review, and export KiCad designs — with a Hartley/Phil's Lab design- | 1 | Claude Code | 1 | 4,197 tok |
| kruslim/canopy An MCP server exposing vehicle-diagnostic / CAN-bus domain logic as agent tools, with a La | 1 | Claude Code | 1 | 1,222 tok |
| TMHSDigital/tailscale-mcp tmhsdigital.github.io MCP server for safe programmatic access to the local Tailscale daemon: tailnet discovery, | 1 | Codex, Cursor, OpenCode | 2 | 1,532 tok |
| Alpha-W0lf/ai-knowledge-base-public Production-grade local hybrid search for coding agents: vector + keyword search merged wit | 1 | Claude Code, Codex, OpenCode | 2 | 755 tok |
| surendranb/macos-mcp macos-mcp.builditwithai.xyz 40-tool macOS MCP server for AI agents — calendar, mail, notes, music, podcasts, camera, s | 1 | Codex, OpenCode | 1 | 788 tok |
| YoshitakaArakawa/tableau-mcp-apps-lab Experimental fork of tableau/tableau-mcp strengthening MCP Apps: EAS (OAuth 2.0 Trust) aut | 1 | Claude Code, Codex, OpenCode | 4 | 4,582 tok |
| HitamLegit6777/blender-mcp-ultra MCP server lengkap untuk Blender — 138+ tool, demo LLM end-to-end, teruji di Blender 4.2 L | 1 | Codex, OpenCode | 1 | 356 tok |
| JeetuSK0808/maryslab maryslab-nu.vercel.app Mary's Lab — a computational color science laboratory: 32 MCP tools, dual C++/TypeScript e | 1 | Claude Code | 1 | 1,158 tok |
| arr-mcps/lidarr-mcp Model Context Protocol for Lidarr/Lidarr | 1 | Codex, OpenCode | 1 | 1,633 tok |
| PipperL/nycu-library-mcp-wrapper Cloudflare Workers wrapper for NYCU Library's official MCP server. Normalizes catalog sear | 1 | Codex, OpenCode | 1 | 360 tok |
| patsypppe/sentinel A stateless MCP 2026-07-28 server and the conformance harness that grades it. Scans any MC | 1 | Claude Code | 1 | 928 tok |
| engoetz/sap-adt-mcp MCP server and Python client for the SAP ADT REST API — search, read, write, activate and | 1 | Claude Code, Codex, OpenCode | 2 | 3,871 tok |
| Open-Bio/openbio-comfy-mcp Local MCP bridge for inspecting and editing a live ComfyUI canvas. | 1 | Codex, OpenCode | 1 | 472 tok |
| bigg01/aipod aipod.guggenbuehl.net One binary, two modes: an 🐍MCP server that exercises every MCP feature, or a 🐍pydantic-a | 1 | Claude Code | 1 | 2,418 tok |
| domondi1/inferrail tryinferrail.com Self-hosted OpenAI/Anthropic-compatible gateway: give each AI agent run a dollar budget, e | 1 | Claude Code | 1 | 974 tok |
| oborchers/tablestakes drborchers.com MCP server for reading and editing HTML/Markdown tables in GitBook-synced documents | 1 | Claude Code | 1 | 1,195 tok |
| partymola/withings-mcp modelcontextprotocol.io MCP server for the Withings Health API with OAuth, local cache, and trend analysis | 1 | Claude Code, Codex, OpenCode | 2 | 7,068 tok |
| antinomie1/maimai-mcp Rust-based high-performance maimai DX (舞萌 DX) MCP score lookup tool and B50 rendering serv | 1 | Codex, OpenCode | 1 | 2,460 tok |
| theYahia/delovye-linii-mcp npmjs.com MCP server for Delovye Linii — freight delivery, tariff calculation (Russia) | 0 | Claude Code | 3 | — |
| vanppsa/oracle-models This project transforms the `oracle-models` skill into a **local MCP Server**. It classifi | 0 | Codex, Gemini CLI, OpenCode | 2 | 3,793 tok |
| jscoobyced/jsc-typescript-ast-mcp A Model Context Protocol (MCP) server that provides an abstract syntax tree (AST) represen | 0 | Claude Code | 1 | 757 tok |