2,458 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 |
|---|---|---|---|---|
| Das-rebel/marketic White-label marketing strategy brain — ensemble AI, calibrated market signals, margin-awar | 0 | Claude Code | 1 | 1,058 tok |
| architect-34/triage-mcp Local-first GitHub issue-triage MCP server: ingest → embed → evaluate → serve grounded ret | 0 | Claude Code | 1 | 1,927 tok |
| ArkaAiAdmin/Agentic-Memory Local-first semantic memory system for AI agents with MCP, FTS5, KG, temporal reasoning, a | 0 | Claude Code, Codex, OpenCode | 9 | 5,809 tok |
| dbtlr/artifacts Persistent links for agent-generated Markdown, HTML, and text via MCP. | 0 | Claude Code, Codex, OpenCode | 2 | 66 tok |
| dawnmcp/DawnMCP-1 DawnMCP is a local, privacy-first MCP server that gives AI coding assistants deep codebase | 0 | Claude Code, Codex | 5 | — |
| hlucent/seoul-air-quality-mcp An MCP (Model Context Protocol) server that allows AI such as Claude to access Seoul's pub | 0 | Claude Code | 1 | 2,275 tok |
| jtv4k/mongodb-memory-mcp Persistent, searchable memory for AI agents — an MCP server on MongoDB with hybrid Vector | 0 | Claude Code | 6 | 7,556 tok |
| amangit1314/repo-rag A chat agent over my own GitHub profile — ask it "has Aman used Kotlin?" or "is CareerSpir | 0 | Claude Code | 12 | 1,629 tok |
| mck-s/minirag-pgvector-mcp | 0 | Claude Code | 4 | — |
| manojkiranti/local-llm-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 3,477 tok |
| fengredrum/asr-mcp Speech-to-text MCP server — based on the local Whisper Large V3 MLX model, supporting plai | 0 | Claude Code | 1 | 936 tok |
| JavaDerek/brink A single-player cinematic geopolitical roleplay: an LLM game-master narrates, an MCP serve | 0 | Claude Code | 1 | 3,455 tok |
| meob/mcp-blueprint MCP Blueprint is a lightweight framework for creating Model Context Protocol (MCP) servers | 0 | Claude Code, Codex, OpenCode | 2 | 1,266 tok |
| GMRoadlander/llm-wiki-mcp MCP server for a plain-markdown LLM-wiki vault: search, read, gated append/create writes, | 0 | Claude Code | 1 | 844 tok |
| msgtorahul-art/context-skeleton contextskeleton.com Zero-dependency structural code folding CLI, MCP server & LLM token optimizer | 0 | Claude Code, Cursor | 2 | 242 tok |
| clementlemon02/text2flink Let AI coding agents write Apache Flink SQL that provably works — verify on real Flink ove | 0 | Claude Code | 1 | — |
| vugarfamiloglu/graph-x Local knowledge graph for any project: zero-dependency indexer + 7-tool MCP server for Cla | 0 | Claude Code | 1 | 887 tok |
| tusharporwal1092-wq/mcp-control-plane This repository controls code for a production grade MCP server that exposes a company's i | 0 | Claude Code | 1 | 2,471 tok |
| 1710782766/llm_vision Give vision to vision-less LLMs — a local MCP server powered by Alibaba DashScope | 0 | Claude Code | 1 | 1,734 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 |
| skyphusion-labs/prism-mcp play.skyphusion.org Prism MCP: agent door for the Prism multimodal playground API (MIT). | 0 | Claude Code | 1 | 876 tok |
| tqctqc1/deepseek-vision-mcp Vision bridge for text-only AI models - image analysis powered by Gemini API with MCP, CLI | 0 | Claude Code, Codex, OpenCode | 2 | 501 tok |
| jshsakura/a360-mcp Automation Anywhere A360 Control Room bot-failure diagnosis MCP server (Model Context Prot | 0 | Claude Code | 1 | 1,967 tok |
| MyLiya46/paperfream Turns paper/method descriptions into natively editable PowerPoint architecture diagrams. M | 0 | Claude Code | 1 | 345 tok |
| cynthiajones34/GBrain thebuildersopsstudio.com Cost-optimized gbrain fork for single-operator boutique consultancy. ~$1-5/mo target. | 0 | Claude Code, Codex, OpenCode | 2 | 14,533 tok |
| ishaan-skyacres/gmail-multi-mcp Multi-account Gmail MCP server. Thread replies that actually thread, full draft lifecycle, | 0 | Claude Code | 1 | 1,822 tok |
| XBW-Leo/MODULAR-RAG-MCP-SERVER | 0 | Claude Code, Codex | 9 | — |
| SNSEIxAUGMNTD/whatbox-mcp snseixaugmntd.github.io Security-first MCP server to operate a Whatbox slot over SSH — inspect, manage files & ser | 0 | Claude Code | 1 | — |
| azmirizkifar20/RAGBuddy rag.azmirf.my.id 🤖 A multi-project RAG (Retrieval-Augmented Generation) platform that provides project-awa | 0 | Claude Code, Codex, OpenCode | 3 | 1,034 tok |
| Goldwep/enfusion-workbench-mcp MCP server for Arma Reforger / Enfusion Workbench modding — 112 tools: project indexing, r | 0 | Claude Code | 1 | 237 tok |
| omarbshah/workbeast A connector-fed commitment ledger with an MCP tap. Mail, calendar and transcripts become a | 0 | Claude Code | 1 | — |
| ailecksandr/claude-course-mcp-task Task for [Introduction to Model Context Protocol](https://anthropic.skilljar.com/introduct | 0 | Claude Code | 1 | 561 tok |
| pranjalisr/dataset-pipeline-mcp | 0 | Claude Code | 1 | — |
| ketankshukla/learn-mcp-agent-ledger learn-mcp-agent-ledger.vercel.app Project #5 in a learn-MCP series: sampling, where the server borrows the host model instea | 0 | Claude Code, Codex, OpenCode | 3 | 159 tok |
| soewal19/eracore-revit-mcp MCP Server for Autodesk Revit — BIM automation via LLM assistants | 0 | Claude Code, Codex, OpenCode | 2 | 4,708 tok |
| lukislp/studylife-mcp MCP server exposing StudyLife (self-hosted study platform) data to Claude and other MCP cl | 0 | Claude Code, GitHub Copilot | 2 | 3,098 tok |
| marrinexyq-droid/Rag-Mcp-Server | 0 | Claude Code, Codex | 9 | — |
| Nighthawk42/gbdocs-mcp MCP server exposing the Game Boy Pan Docs as structured, citable lookups for decompilation | 0 | Claude Code, Codex, OpenCode | 2 | 2,006 tok |
| samarpassey/maple-procure maple-procure.onrender.com An MCP server over Canada's public tender and award data (CanadaBuys). Scoped auth, proven | 0 | Claude Code | 1 | 675 tok |
| end1989/repos-expert Answers questions about a folder of code repositories — studies each one, writes a knowled | 0 | Claude Code | 1 | 964 tok |
| Antares422/draftly-wps WPS Office (Mac) AI chat sidebar, based on the official Object Model API + Claude Agent SD | 0 | Claude Code | 1 | 1,239 tok |
| clausd/aedificium-template Template for a personal learning notebook + lexicon + PDF library, chat-bridged to Claude | 0 | Claude Code | 1 | 3,776 tok |
| nhochstetler/SEC-Filings-Vector-Database Turn SEC EDGAR filings into a searchable RAG corpus: chunked filings in Weaviate, XBRL fig | 0 | Claude Code | 1 | 5,440 tok |
| 8C9D/outlook-mcp MCP server connecting Claude to a personal Outlook mailbox via Microsoft Graph — 40 tools | 0 | Claude Code | 1 | 764 tok |
| Angad816/GITPILOT-MCP---AI-POWERED-GITHUB-TOOL-CONTEXT-LAYER “A developer assistant that lets an LLM securely understand and perform authorized GitHub | 0 | Claude Code | 1 | 673 tok |
| xiaoxinbuxingyeyuan/MODULAR-RAG-MCP-SERVER Production-oriented modular RAG MCP server for study-abroad knowledge retrieval | 0 | Claude Code, Codex | 9 | — |
| ruben-salas20/nimbus-copiloto Servidor MCP y copiloto de IA para un helpdesk de soporte. Proyecto de aprendizaje de AI E | 0 | Claude Code | 1 | 2,985 tok |
| MiemieYang-yang/MODULAR-RAG-MCP-SERVER | 0 | Claude Code, Codex | 9 | — |
| fc0web/rei-checker-mcp Formal-verification checker MCP server — three-valued verdict (VALID/INVALID/UNDECIDED), n | 0 | Claude Code | 1 | 4,304 tok |
| alejandrorodm/MCP-Pionex MCP server for the Pionex exchange with strict anti-hallucination guardrails: two-phase or | 0 | Claude Code | 1 | 3,185 tok |