Data and AI

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

ProjectStarsConfiguresFilesAlways loaded
dimosgit/grounded-knowledge-engine gke.dimouzunov.com Local-first engine that grounds an AI agent's answers in your own Markdown and captures wh 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,385 tok
boettiger-lab/data-workflows Dataset processing workflows for cloud-native geospatial data on NRP Kubernetes 5 Claude Code, Codex, GitHub Copilot, OpenCode 12 12,716 tok
gquattromani/prompt-best-practices An AI agent skill that transforms unstructured prompts into high-quality structured prompt 5 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 4 3,816 tok
jonnybottles/patch-tuesday-mcp pypi.org MCP server for Microsoft Patch Tuesday - query MSRC security updates, CVEs, and KBs with E 5 Claude Code, GitHub Copilot 2 10,790 tok
Driftya/code-meridian driftya.com Local graph memory for AI coding agents, giving MCP-compatible tools precise codebase cont 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,205 tok
klodr/mercury-invoicing-mcp Mercury Banking MCP server with full Invoicing API support. Read accounts/transactions and 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,618 tok
scottchronicity/ephemeris-mcp pypi.org Precision astronomical ephemeris for AI agents. An MCP server providing planetary position 4 Codex, GitHub Copilot, Cursor, OpenCode 3 1,032 tok
jpotter80/mcp A framework for building self-contained, searchable MCP servers from technical documentati 4 GitHub Copilot 1 1,173 tok
floytra-dev/ultra-max-token-burner akapust.in Turn dangerously efficient prompts into manager-visible AI work. 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 437 tok
Shreyas-prog108/shreyas-skills Personal engineering skill framework for agentic AI development(Inspired by Karpathy) — fo 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 282 tok
Rebell-Leader/SpatialAI_MCP Empowering spatial transcriptomics research by providing AI agents with a standardized int 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 9,039 tok
Apofenic/mcp-prompt-router Local LLM prompt routing and context compression 4 GitHub Copilot 3 2,732 tok
tommyvo/useful-prompts A collection of useful prompts to use for coding. 4 Claude Code, Codex, GitHub Copilot, OpenCode 2 6,107 tok
alessandro9110/Speech-To-Text-With-Databricks An end-to-end, scalable STT solution on Databricks that transcribes audio into structured 4 Claude Code, GitHub Copilot 39 228 tok
AceDataCloud/VeoMCP platform.acedata.cloud MCP server for Google Veo video generation via Ace Data Cloud. 3 Claude Code, GitHub Copilot 2 812 tok
AceDataCloud/FluxMCP MCP server for Flux AI image generation and editing via Ace Data Cloud. 3 Claude Code, GitHub Copilot 2 797 tok
AceDataCloud/SeedreamMCP MCP server for ByteDance Seedream image generation and editing via Ace Data Cloud. 3 Claude Code, GitHub Copilot 2 807 tok
hyperpolymath/boj-server hyperpolymath.github.io One MCP stdio endpoint for a whole toolchain — GitHub, GitLab, cloud, mail, browser and re 3 GitHub Copilot 1 510 tok
abhishekrai43/VulScan-MCP marketplace.visualstudio.com Security vulnerability scanner for VS Code. Scans dependencies for CVEs from NVD/OSV datab 3 GitHub Copilot 1 833 tok
trsdn/github-copilot-agent Blueprint repo to build Copilot instruction prompts and custom agents using GitHub Copilot 3 GitHub Copilot 1 590 tok
maybeswapnil/enterprise-mcp Enterprise-grade Model Context Protocol (MCP) server with ServiceNow integration and healt 3 GitHub Copilot 1 216 tok
genecell/preprint-fulltext Retrieve full text of bioRxiv, medRxiv & arXiv preprints as structured sections — to groun 3 Codex, GitHub Copilot, OpenCode 2 2,962 tok
amichae2/Math_MCP MCP server capable of advanced math operations 3 GitHub Copilot 1 298 tok
Synapsor/Synapsor-Runner synapsor.ai Let AI agents query and update Postgres/MySQL without raw SQL, unrestricted schema access, 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,188 tok
MarkusNeusinger/cite-citadel markusneusinger.github.io LLM-maintained, fully-cited personal wiki in Open Knowledge Format — with an MCP server so 3 Claude Code, GitHub Copilot 5 34,277 tok
jfilcik/CU-Tools Tools for working with Azure Content Understanding 3 Claude Code, Codex, GitHub Copilot 13 441 tok
davidlastrucci/trysil-ai-skills LLM skills for "Trysil - Delphi ORM": ORM, JSON and HTTP, for every major 3 GitHub Copilot 1 27,529 tok
not-a-feature/evo2-mcp evo2-mcp.readthedocs.io MCP server for generating, scoring and embedding genomic sequences using Evo 2 3 GitHub Copilot 1 230 tok
GaryWenneker/SitecoreMCP A Model Context Protocol (MCP) server that integrates Sitecore CMS with AI assistants like 3 GitHub Copilot 1 8,943 tok
Sarks0/mcp-ShellGateway A secure Model Context Protocol (MCP) server that provides Linux shell command execution c 3 Claude Code, GitHub Copilot 2 1,413 tok
SecondLifes/code-intel Hybrid semantic+keyword code search, RAG chat, and a 17-tool MCP server for Delphi/Pascal 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 50 8,454 tok
Tempguru-co/tempguru-mcp tempguru.co MCP server for W-2 event staffing across 345 US/CA markets: plan_staffing planner, live ra 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 5,547 tok
AceDataCloud/ProducerMCP platform.acedata.cloud MCP server for Producer/Riffusion AI music generation via AceDataCloud API 2 Claude Code, GitHub Copilot 2 852 tok
neturely/okffs okffs.g2mk.dev okffs is a Model Context Protocol server for GitHub. Create and manage GitHub issues and p 2 Claude Code, GitHub Copilot 3 15,160 tok
zahardev/aicontext Teach AI to build features, not just write code. A development methodology framework for A 2 GitHub Copilot 1 88 tok
kimtth/ms-fabric-skills-dev-starter microsoftlearning.github.io 🌿 Microsoft Fabric Skills - Scaffolding template for Microsoft Fabric development with AI 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,805 tok
kimtth/azure-ml-finetuning-eval-skills 🤖 Automate Azure ML finetuning with the LLM skill. 🔧 2 Codex, GitHub Copilot, OpenCode 2 1,019 tok
liusencomic-cyber/douyin-agent-kit Agent-agnostic Douyin content extraction & creator distillation skill kit — GPU transcript 2 Codex, GitHub Copilot, OpenCode 2 2,141 tok
CaoMeiYouRen/tinyfish-mcp An MCP (Model Context Protocol) service based on TinyFish's free search API that provides 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 859 tok
AceDataCloud/MCPs AceDataCloud MCPs Monorepo 2 GitHub Copilot 1 439 tok
trsdn/MistralDocAI-mcp npmjs.com MCP (Model Context Protocol) server for document-to-Markdown conversion using Mistral AI O 2 Codex, GitHub Copilot, OpenCode 2 1,649 tok
ashrafmusa/agenticana Self-learning AI agent kit for VS Code & GitHub Copilot - 20 agents, ReasoningBank memory, 2 GitHub Copilot 1 1,032 tok
mako10k/mcp-llm-generator MCP server for LLM text generation with template management using TypeScript SDK 2 GitHub Copilot 1 386 tok
microsoft/Build26-DEM312-multi-agents-in-action-with-3-ai-agents-3-frameworks-tools-models build.microsoft.com Demo resources showcasing multi-agent orchestration across three AI frameworks, tool integ 2 Codex, GitHub Copilot, OpenCode 2 1,029 tok
illodev/markdown-negotiation-for-agents WordPress plugin that serves content as Markdown via HTTP content negotiation. Clients sen 2 GitHub Copilot 1 2,772 tok
johnie/skills johnie.se Production-ready AI agent skills for development workflows. Agent-agnostic prompt template 2 Claude Code, GitHub Copilot 4 871 tok
fwornle/coding Coding Agent support tools, knowledge management, guardrails, constraints 2 Claude Code, GitHub Copilot 11 8,972 tok
amir0135/github-copilot-use-cases A categorised catalogue of GitHub Copilot patterns — from code explanation to MCP and cust 2 GitHub Copilot 4 3,899 tok
isamtrx/ASEF Agentic Software Engeneering Framework 2 Claude Code, Codex, GitHub Copilot, OpenCode 9 8,588 tok
Appsilon/rhino-llm-rules 2 GitHub Copilot 1 1,117 tok