3,688 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 agents7,521Claude Code6,606Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| sceiler/toolcall Create MCP (Model Context Protocol) servers with zero boilerplate | 1 | Claude Code | 1 | 502 tok |
| pahar0/mcp-server-splunk A Model Context Protocol server for Splunk - search, manage, and analyze Splunk data via L | 1 | Claude Code | 1 | 1,195 tok |
| IronAdamant/Trammel Stdlib-only planning and execution harness for LLM-assisted coding: dependency-aware decom | 1 | Claude Code | 1 | 1,470 tok |
| F1LT3R/agent-notify A macOS notification system designed for AI agents and developers, featuring audio notific | 1 | Cursor | 1 | 3,582 tok |
| stephaneberle9/mcp-server-vegalite-viewer A Model Context Protocol (MCP) server that enables creating and displaying interactive dat | 1 | Claude Code | 1 | 460 tok |
| adamrdrew/applescript-mcp A Model Context Protocol (MCP) server that provides LLM access to macOS AppleScript automa | 1 | Claude Code | 1 | 784 tok |
| zhyx12/projtool Python package + Claude Code MCP server for running ML experiments across a local dev mach | 1 | Claude Code, Codex, OpenCode | 2 | 5,991 tok |
| Joncallim/pdf-inline-image-rag-mcp MCP server for searchable PDF text databases with inline image extraction and exact image | 1 | Codex, OpenCode | 1 | 551 tok |
| artificemachine/obsidian-semantic-mcp MCP server for Obsidian with semantic search, vector embeddings via pgvector, and Claude C | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,743 tok |
| Daniil-Sokolskiy/mnemex Your second brain, curated by an LLM. Books in, structured wiki out — an MCP toolkit for C | 1 | Claude Code | 1 | 496 tok |
| AceDataCloud/OpenAIMCP MCP server for OpenAI API (chat, image, embeddings) via Ace Data Cloud. | 1 | Claude Code | 1 | 349 tok |
| Hanzhi0807/document-buddy Serverless MCP toolkit for Feishu/Lark project memory: turn docs, wiki pages, chats, meeti | 1 | Codex, OpenCode | 1 | 295 tok |
| datarian/mcp-coco A context engine implemented through cocoindex with a minimal MCP server in front. | 1 | Claude Code, Codex, OpenCode | 6 | 169 tok |
| krishddd/social_dive Social Dive 🤿 — Agentic internet-access layer. Read and search 16+ internet sources (arXi | 1 | Claude Code | 1 | 521 tok |
| flic/node-red-contrib-mcp-server Generic Model Context Protocol (MCP) server nodes for Node-RED: expose flows as MCP tools | 1 | Claude Code | 7 | — |
| thejavapirate/model-context-stream thejavapirate.github.io Living, event-driven MCP server: durable context streams, task queue with exactly-once cla | 1 | Claude Code, Codex, OpenCode | 2 | 1,987 tok |
| noelroehrig/onenote-mcp A local MCP (Model Context Protocol) server that lets LLMs read and edit pages in the OneN | 1 | Claude Code | 1 | 423 tok |
| dduartee/mcp-searxng-local MCP server for local web search via SearXNG with optimized GitHub fetching | 1 | Codex, OpenCode | 1 | 1,218 tok |
| teta-pi/mcp mcp.tetapi.dev MCP server exposing the TETA+PI verified entity registry to AI agents — 7 tools: search, r | 1 | Claude Code | 1 | 260 tok |
| damienbenveniste/substack-mcp damienbenveniste.github.io Draft-only MCP server for validating and managing Substack newsletter drafts. | 1 | Codex, OpenCode | 1 | 1,203 tok |
| ianlyoo/K-invest ianlyoo.github.io Read-only investment data MCP server for web LLMs — aggregate Toss Securities, KIS, SEC ED | 1 | Claude Code | 2 | 637 tok |
| drscotthawley/slmn drscotthawley.github.io Slammin' Language Model Nuggets: sundry utils + MCP | 1 | Claude Code | 1 | — |
| chinesewebman/mnelo Local-first knowledge-graph memory layer for AI agents — what Mem0 charges for: 4-way RRF | 1 | Claude Code | 2 | — |
| matdev83/patch-file-mcp-fork Agent‑ready MCP server for precise, cross‑model file edits. Improves context management an | 1 | Codex, OpenCode | 1 | 664 tok |
| fbereilh/cellar AI-agent-first interactive notebook environment (Jupyter-compatible, SvelteKit, MCP agent | 1 | Claude Code | 2 | 3 tok |
| kltng/calendar_converter CJK historical calendar converter (Chinese/Japanese/Korean/Vietnamese) using Julian Day Nu | 1 | Claude Code | 1 | 2,278 tok |
| danjam/mcp-gemini A Model Context Protocol (MCP) server that gives AI assistants access to Google's Gemini m | 1 | Claude Code | 1 | 911 tok |
| marcmodin/mcp-prompt-server A demo of a universal prompt mcp that serves custom prompts that can be used in multiple A | 1 | Claude Code, Codex, OpenCode | 5 | 374 tok |
| Miraculix2050/LoxBerry-Plugin-MCP-Server MCP-Server für Loxone und LoxBerry – lokal, berechtigungsbasiert und ohne eigenen Cloud-Di | 1 | Codex, OpenCode | 1 | 658 tok |
| xbill9/tpu-skill-claude Claude Code skill + MCP server for managing Google Cloud TPU capacity and Gemma 4 vLLM ser | 1 | Claude Code, Gemini CLI | 3 | 2,446 tok |
| rodriguesscaio/simple-server-mcp Simple server MCP with memory data to provide context to a LLM. | 1 | Claude Code | 1 | 903 tok |
| John-CEO-HQ/cockroachdb-x-aws-hackathon john.ceo The memory layer behind John CEO - durable agent memory with CockroachDB VECTOR + AWS Lamb | 1 | Codex, OpenCode | 1 | 530 tok |
| Valdivia94x/tizon-mcp tizon-mcp.vercel.app Servidor Model Context Protocol para operar un restaurante ficticio, con un playground que | 1 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| benkipnis/virtual_engineer AI-assisted chiller troubleshooting demo powered by MongoDB Atlas, MCP tools, and an LLM a | 1 | Codex, OpenCode | 1 | 493 tok |
| shawn-durrani/membro Local-first memory for AI assistants: append-only fact ledger behind deterministic extract | 1 | Claude Code | 1 | 363 tok |
| BitDG/TableRAG Project-agnostic semantic table indexing and read-only MCP logic | 1 | Codex, OpenCode | 1 | 529 tok |
| arr-mcps/qbittorrent-mcp Model Context Protocol for qbittorrent/qBittorrent | 1 | Codex, OpenCode | 1 | 1,464 tok |
| bob56621517/search-reader-mcp An MCP service integrating Bocha search and Jina crawling to provide LLMs with access to e | 1 | Claude Code | 1 | 240 tok |
| Waganawa-Megumin/togaf10_EAP_MCP waganawa-megumin.github.io An unofficial bilingual TOGAF-based EA consulting MCP server based on TOGAF 10 (EA Practit | 1 | Claude Code | 1 | 1,423 tok |
| Jpatching/mcp-outlook pypi.org Microsoft 365 Outlook Mail and Calendar MCP server for Claude and AI assistants with zero | 1 | Claude Code | 1 | 331 tok |
| Finn-Aigc/ai-ops-mcp Local SSH credential broker and MCP server | 1 | Codex, OpenCode | 1 | 594 tok |
| AyushShanu/CodeBase-MCP-Server | 1 | Claude Code | 2 | 2,491 tok |
| zdrjson/thinking-prompts-skill zdrjson.github.io 12 thinking prompts in English & 中文 — ask, learn, solve, decide, know yourself. Web + MCP | 1 | Codex, OpenCode | 1 | 1,796 tok |
| simonives/reed simonives.github.io A self-hosted, open-source RSS reader with a graph-native data model, public REST API, and | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 8,792 tok |
| tuweihuasheng/host-console HostConsole — let AI operate SSH while keeping your keys in your own hands. A fully Chines | 1 | Codex, OpenCode | 1 | 673 tok |
| doctormacky/okf-mcp | 1 | Claude Code, Codex | 5 | — |
| karenrebecag/PowerAutomate_MCP Local MCP server for personal Power Automate cloud flows — your own account, no admin cons | 1 | Claude Code | 1 | 666 tok |
| hlsitechio/Omarchy-4-AI-Agent-MCP MCP server that gives any LLM full control over an Omarchy Linux desktop — themes, tiling, | 1 | Codex, OpenCode | 1 | 1,700 tok |
| saeedshoh/minio-mcp-server MCP server exposing MinIO/S3 object storage operations (list, read, write, delete, presign | 1 | Claude Code | 1 | 538 tok |
| arkheiaai/arkheia-mcp Arkheia MCP Trust Server + Enterprise Proxy — fabrication detection for enterprise AI pipe | 1 | Codex, OpenCode | 1 | 1,647 tok |