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 |
|---|---|---|---|---|
| udarshmarthala/hybrid-rag-mcp | 0 | Codex, OpenCode | 1 | 2,538 tok |
| arr-mcps/qui-mcp Model Context Protocol for autobrr/qui | 0 | Codex, OpenCode | 1 | 1,106 tok |
| 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 |
| Radics/context-forge Portable, evidence-backed shared context and structured handoffs for AI agents | 0 | Codex, OpenCode | 1 | 311 tok |
| arr-mcps/komga-mcp Model Context Protocol for gotson/komga | 0 | Codex, OpenCode | 1 | 1,221 tok |
| Inarus/provgraf W3C PROV knowledge graph on plain Postgres with automatic staleness propagation — a verifi | 0 | Codex, OpenCode | 1 | 887 tok |
| Mateo-404/gavriel-mcp MCP Server (Model Context Protocol) for Gavriel | 0 | Codex, OpenCode | 1 | 4,224 tok |
| arr-mcps/dashbrr-mcp Model Context Protocol for autobrr/dashbrr | 0 | Codex, OpenCode | 1 | 1,318 tok |
| arr-mcps/radarr-mcp Model Context Protocol for Radarr/Radarr | 0 | Codex, OpenCode | 1 | 1,427 tok |
| SomeNewKid/CaesarCipher A Foundry prompt agent which uses an MCP tool to encode a message using a Caesar shift. | 0 | Codex, OpenCode | 1 | 233 tok |
| arr-mcps/prowlarr-mcp Model Context Protocol for Prowlarr/Prowlarr | 0 | Codex, OpenCode | 1 | 1,257 tok |
| soewal19/eracore-revit-mcp MCP Server for Autodesk Revit — BIM automation via LLM assistants | 0 | Claude Code, Codex, OpenCode | 2 | 4,708 tok |
| arr-mcps/autobrr-mcp Model Context Protocol for autobrr/autobrr | 0 | Codex, OpenCode | 1 | 1,539 tok |
| bot-qianjinyan/mcp-servers | 0 | Cursor | 1 | — |
| lukislp/studylife-mcp MCP server exposing StudyLife (self-hosted study platform) data to Claude and other MCP cl | 0 | Claude Code, GitHub Copilot | 2 | 1,968 tok |
| arr-mcps/qbit_manage-mcp Model Context Protocol for StuffAnThings/qbit_manage | 0 | Codex, OpenCode | 1 | 1,582 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 |
| nazerim/brave-answers-mcp MCP server (stdio) for the Brave Answers API: cited one-shot answers + async research subm | 0 | Codex, OpenCode | 1 | 749 tok |
| Carlos-ortiz23/siigo-mcp Servidor MCP (Model Context Protocol) remoto que conecta la API pública de Siigo Colombia | 0 | Codex, OpenCode | 1 | 360 tok |
| end1989/repos-expert Answers questions about a folder of code repositories — studies each one, writes a knowled | 0 | Claude Code | 1 | 964 tok |
| kadalzbaiq/mata-kadalz A local Vision MCP server for any MCP client, using Qwen3-VL through an external llama-ser | 0 | Codex, OpenCode | 1 | 710 tok |
| AaronVick/AGENT_FABLES agentfables.org Machine-readable preflight for software agents: pass the next unsent tool call; receive ≤2 | 0 | Codex, OpenCode | 1 | 408 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 |
| Snozu/relay An AI operations agent that answers from your own data, cites your own policies, and stops | 0 | Codex, OpenCode | 1 | 154 tok |
| aarohim24/Scavenge Deterministic web-evidence engine: trace one field across raw HTML, structured data, embed | 0 | Claude Code | 1 | 1,016 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 | 912 tok |
| cristianvirtus/tecno-chatbot-portal tecno-chatbot-portal.vercel.app Mini-agente educativo de tecnología (Nodi): chat texto/voz, avatar, RAG con una sola tool | 0 | Codex, OpenCode | 1 | 272 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 | — |
| Epyur/sbe-agent SBE plugin LogicTEAM.007 — a universal LLM agent: MCP tools (Word/Excel/JSON/PDF), permiss | 0 | Codex, OpenCode | 1 | 12,140 tok |
| romil569/RepoGuardian-RHD-Enterprise repoguardian-rhd.vercel.app AI-native autonomous software engineering intelligence platform powered by RHD - Repositor | 0 | Codex, OpenCode | 1 | 1,433 tok |
| AngelN-Halo/google-mcp Authenticated, read-only MCP server for narrowly scoped Google Workspace Directory lookups | 0 | Codex, OpenCode | 1 | 744 tok |
| Lumitorus/freecad-mcp-next FreeCAD MCP(Model Context Protocol) server | 0 | GitHub Copilot | 1 | 413 tok |
| ak8x6/talent-bridge-lebanon talent-bridge-lebanon.lovable.app AI career-matching agent for Lebanese CS graduates - semantic job retrieval, deterministic | 0 | Codex, OpenCode | 1 | 115 tok |
| 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 |
| nimelkot/astra Hybrid code intelligence for AI agents: Python AST graphs, local semantic search, CLI, and | 0 | GitHub Copilot | 1 | 52 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 |
| ifoodsci-ai/mflowy MCP-native modular ML workflow engine — YAML-config-driven, DAG-orchestrated data analysis | 0 | Codex, OpenCode | 1 | 1,856 tok |
| MoayadAbbara/FPL-MCP Manage your Fantasy Premier League team with AI — an MCP server that reads, analyses, and | 0 | Claude Code | 3 | 768 tok |
| jezdez/conda-cli-mcp jezdez.github.io Expose conda and its plugin commands through the Model Context Protocol | 0 | Codex, OpenCode | 1 | 2,088 tok |
| shashank-sn/positioning-bridge Evidence-backed positioning policy checks for content workflows, CLI, and MCP. | 0 | Codex, OpenCode | 1 | 112 tok |
| LZZLHY/archview Code architecture dashboard: CodeGraph (tree-sitter) provides structural facts, while the | 0 | Codex, OpenCode | 1 | 1,400 tok |
| masaki-kato-119/hybrid-rag-memory Hybrid dense+sparse RAG library with an MCP server for Claude Code. Its FAISS backend adds | 0 | Claude Code | 4 | — |
| ru551n/vhdl-rag-mcp VHDL RAG MCP server | 0 | Claude Code | 1 | — |
| RN0000/foundryvtt-mcp A comprehensive Model Context Protocol (MCP) server for Foundry Virtual Tabletop (FoundryV | 0 | Claude Code | 2 | 936 tok |