256 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 |
|---|---|---|---|---|
| Pukakiii/Job-Agent AI-first job search platform with semantic CV matching, AI-powered application generation, | 2 | GitHub Copilot | 7 | 2,508 tok |
| nahtheking/semantic-model-mcp | 2 | GitHub Copilot | 1 | 127 tok |
| 108yen/task-orchestrator-mcp An MCP (Model Context Protocol) server for task orchestration. | 2 | GitHub Copilot | 1 | 1,126 tok |
| javiarmesto/Lab3_1_MCP_BusinessCentral Educational Python MCP lab for Business Central: STDIO/HTTP variants, Entra application co | 2 | GitHub Copilot | 1 | 357 tok |
| gusztavvargadr/foaas-mcp foaas.io MCP server to expose the functionality of FOAAS (Fuck Off As A Service) to AI clients | 2 | GitHub Copilot | 1 | 2,118 tok |
| andnp/ragdocs-mcp | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 3,711 tok |
| AceDataCloud/ShortURLMCP MCP server for short URL creation and management through Ace Data Cloud. | 1 | Claude Code, GitHub Copilot | 2 | 786 tok |
| AceDataCloud/GrokMCP MCP server for Grok Imagine AI video generation via Ace Data Cloud. | 1 | Claude Code, GitHub Copilot | 2 | 856 tok |
| AceDataCloud/SerpMCP platform.acedata.cloud MCP server for Google SERP search, images, news, maps, and knowledge graph results. | 1 | Claude Code, GitHub Copilot | 2 | 801 tok |
| AceDataCloud/WanMCP platform.acedata.cloud MCP server for Wan AI video generation via AceDataCloud API | 1 | Claude Code, GitHub Copilot | 2 | 806 tok |
| benseverndev-oss/goldenflow [Archived] Now part of the Golden Suite monorepo: github.com/benseverndev-oss/goldenmatch | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 13,577 tok |
| gulmezeren2-byte/acikpoz Turkish public construction unit-price (birim fiyat) catalog parser — PDFs into structured | 1 | GitHub Copilot | 1 | 893 tok |
| 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 |
| mluker/github-copilot-instructions-prompts Github Copilot instructions and prompts | 1 | GitHub Copilot | 2 | 106 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 |
| bwyatt/editor-customizations Repository to hold reusable VS Code customizations (settings, copilot instructions, Claude | 1 | GitHub Copilot | 5 | 7,037 tok |
| megazear7/static-mcpify Turn any structured content into a static MCP (Model Context Protocol) server | 1 | GitHub Copilot | 1 | 1,387 tok |
| jg-cordeiro/recife-open-data-mcp Servidor MCP (Model Context Protocol) para consultar dados publicos abertos do Recife em | 1 | GitHub Copilot | 1 | 1,074 tok |
| ouonet/tshark-mcp MCP server for using TShark to analyze network packets | 1 | GitHub Copilot | 1 | 128 tok |
| Jordonh18/fastmail-mcp-server fastmail.jordonh.me A Model Context Protocol (MCP) server for Fastmail. Enables any MCP-compatible AI assistan | 1 | GitHub Copilot | 1 | 2,637 tok |
| ragna-ai/mcp-google-vertex A Model Context Protocol (MCP) server that provides AI-powered image and video generation | 1 | GitHub Copilot | 1 | 244 tok |
| AceDataCloud/KlingMCP platform.acedata.cloud MCP server for Kling AI video generation via AceDataCloud API | 1 | Claude Code, GitHub Copilot | 2 | 825 tok |
| AceDataCloud/HailuoMCP platform.acedata.cloud MCP server for Hailuo (MiniMax) AI video generation via AceDataCloud API | 1 | Claude Code, GitHub Copilot | 2 | 818 tok |
| l4b4r4b4b4/portfolio-mcp Portfolio analysis MCP server powered by mcp-refcache - Comprehensive portfolio metrics, o | 1 | GitHub Copilot | 1 | 709 tok |
| AceDataCloud/FaceTransformMCP acedata.cloud Face Transform MCP server — detect keypoints, beautify, age/gender transform, face swap, c | 1 | Claude Code, GitHub Copilot | 2 | 934 tok |
| WYRE-AI/inforcer-mcp Community created/supported MCP server for Inforcer — read-only M365 governance: tenants, | 1 | GitHub Copilot | 1 | 659 tok |
| lpenguin/openai-image-mcp MCP server for generating images using OpenAI | 1 | GitHub Copilot | 1 | 1,341 tok |
| bailur/usps-mcp-server Model Context Protocol server for USPS address validation | 1 | GitHub Copilot | 1 | 716 tok |
| AceDataCloud/LumaMCP platform.acedata.cloud MCP server for Luma AI video generation via Ace Data Cloud. | 0 | Claude Code, GitHub Copilot | 2 | 809 tok |
| RightOnPar-LLC/mesh-connector market.meshtool.ai Connect any MCP client to the MeshTool platform + MeshMarket exchange in 30 seconds — agen | 0 | Codex, GitHub Copilot, OpenCode | 2 | 2,616 tok |
| gabrielmahia/offline-mcp pypi.org Local AI inference infrastructure for East Africa — Ollama, open weights, degraded-mode fa | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,128 tok |
| Robiton/notebooklm-mcp-cli Enterprise + Personal MCP server and CLI for Google NotebookLM. Adds Discovery Engine REST | 0 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 8 | 6,392 tok |
| sethdavis512/my-first-mcp A minimal Model Context Protocol (MCP) starter project with Vite, TypeScript, and Hono. In | 0 | GitHub Copilot | 1 | 811 tok |
| geneontology/noctua-mcp MCP server for GO-CAM model editing via the Barista API. | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 862 tok |
| tsviz/arc-config-mcp Model Context Protocol server for GitHub Action Runner Controller deployment | 0 | GitHub Copilot | 1 | 464 tok |
| mm-repos/langgraph-claude-azure-mcp An intelligent Model Context Protocol (MCP) server for Azure AI Search integration with Cl | 0 | GitHub Copilot | 1 | 2,663 tok |
| tyrrestrup/ssis_adf_agent SSIS to ADF conversion agent - MCP server for converting SSIS packages to Azure Data Facto | 0 | GitHub Copilot | 1 | 1,255 tok |
| Softalleys/softalleys-utilities-mcp A Model Context Protocol (MCP) server that provides utility tools for UUID generation, ULI | 0 | GitHub Copilot | 1 | 373 tok |
| oscarzamora/onpe-mcp onpe.ozamora.com 🗳️ MCP server para consultas electorales Peru 2026 y 2021— lenguaje natural | 0 | GitHub Copilot | 1 | 899 tok |
| aliwatters/rod-mcp Model Context Protocol Server of Rod | 0 | Claude Code, GitHub Copilot | 2 | 820 tok |
| Wint3rmute/redmine-mcp wint3rmute.github.io Model Context Protocol (MCP) Server for Redmine project management system | 0 | GitHub Copilot | 1 | 1,186 tok |
| maithanhduyan/pg-mcp Postgres - Model Context Protocol | 0 | GitHub Copilot | 1 | 1,096 tok |
| QWED-AI/qwed-mcp docs.qwedai.tech Deterministic verification gateway for MCP — risk-gated Python execution in a restricted e | 0 | GitHub Copilot | 1 | 146 tok |
| simarust/phrase-mcp-server A Model Context Protocol (MCP) server that provides seamless integration with Phrase Strin | 0 | GitHub Copilot | 1 | 268 tok |
| starter-series/mcp-server-starter starter-series.github.io MCP server starter — TypeScript + npm OIDC publishing + CI/CD. Part of Starter Series. | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,719 tok |
| jurislm/langfuse-mcp MCP server for Langfuse — 13 tools for prompt management and observability | 0 | Claude Code, GitHub Copilot | 2 | 3,084 tok |
| plures/pluresLM-mcp Plures LM MCP server — persistent vector memory for AI coding assistants (VS Code, Cursor, | 0 | GitHub Copilot | 1 | 1,696 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 | 1,968 tok |
| Lumitorus/freecad-mcp-next FreeCAD MCP(Model Context Protocol) server | 0 | GitHub Copilot | 1 | 413 tok |
| nimelkot/astra Hybrid code intelligence for AI agents: Python AST graphs, local semantic search, CLI, and | 0 | GitHub Copilot | 1 | 52 tok |