Data and AI

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

ProjectStarsConfiguresFilesAlways loaded
CSOAI-ORG/time-tracker-ai-mcp meok.ai Track work time with start/stop timers, log entries, and generate reports. By MEOK AI Labs 0 Cursor 1 99 tok
CSOAI-ORG/unit-converter-ai-mcp meok.ai Unit Converter MCP — automation tooling for unit converter. MIT. 0 Cursor 1 85 tok
CSOAI-ORG/validator-ai-mcp meok.ai Validate JSON against schemas, check email deliverability, verify URLs, assess data qualit 0 Cursor 1 106 tok
CSOAI-ORG/vector-knowledge-graph-mcp MEOK AI Labs MCP Server 0 Cursor 1 95 tok
CSOAI-ORG/weather-ai-mcp meok.ai weather-ai-mcp MCP — AI-powered automation tool. MIT. 0 Cursor 1 89 tok
CSOAI-ORG/workout-planner-ai-mcp meok.ai Create workout plans, track progress, suggest exercises, and calculate training volume. 0 Cursor 1 94 tok
CSOAI-ORG/yaml-ai-mcp meok.ai 6AMLD + UK MLR 2017 + FinCEN AML/CFT compliance MCP — customer due diligence, transaction 0 Cursor 1 78 tok
FedgeNo/conventions-mcp Personal memory MCP server for coding conventions and standing instructions — local SQLite 0 Claude Code, Codex, OpenCode 1 6,183 tok
Ecocitizenz/ecz-id-mcp-verifier developers.ecocitizenz.com Resolver-posture checks for MCP hosts, agents, CLI and CI. Local-first, read-only and priv 0 Codex, OpenCode 1 856 tok
HrishiKabra/voting-mcp MCP server exposing principled social-choice aggregation rules + a benchmark measuring the 0 Claude Code 1 2,115 tok
Hushlor/mcp-server-tauri hypothesi.github.io A Model Context Protocol (MCP) server and plugin for Tauri v2 development 0 Claude Code, Codex, Gemini CLI, OpenCode 2 3,168 tok
JCrossman/can-fed-camp-mcp Local MCP server for accessible Parks Canada search and citizen-controlled booking prepara 0 Codex, OpenCode 1 358 tok
Jmeg8r/mcp-astgl-knowledge MCP server for searching and citing ASTGL articles about MCP servers, local AI, and AI aut 0 Claude Code 4 12,215 tok
Kosta1985/relaymarket Agent-to-agent marketplace with MCP/A2A discovery, evidence-backed trust, and a 1% platfor 0 Codex, OpenCode 1 855 tok
MGM-FALCON/quelllm-mcp quelllm.fr MCP server for quelllm.fr — 250+ open-weights LLM catalog. Tools: list/compare/estimate VR 0 Claude Code 1 289 tok
MaxMLang/cxg-census-mcp MCP server for CZ CELLxGENE Discover Census. Single-cell RNA-seq queries, ontology-aware ( 0 Codex, OpenCode 1 1,128 tok
PeterPirog/mcp-light-memory Lightweight local-first persistent memory for coding agents and MCP clients. 0 Claude Code, Codex, OpenCode 6 248 tok
Richard-Ewing/servers modelcontextprotocol.io Model Context Protocol Servers 0 Claude Code 1 953 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
WYRE-AI/inforcer-mcp Community created/supported MCP server for Inforcer — read-only M365 governance: tenants, 0 GitHub Copilot 1 659 tok
africanmarketos591/mvr-framework africanmarketos.com Relational-readiness and permission-to-operate tools for AI agents in African, emerging, a 0 Codex, OpenCode 1 2,614 tok
alyiox/mcp-docs-ask Local RAG MCP server for markdown docs. Retrieval only (no answer LLM): ask_docs returns g 0 Claude Code, Codex, OpenCode 2 1,012 tok
askads/mcp-yandex-webmaster MCP server for Yandex Webmaster — indexing, search queries, sitemap, site diagnostics, and 0 Claude Code 1 2,746 tok
FusionpactTech/fusionpact-vectordb ⚡ The Agent-Native Retrieval Engine — Hybrid Vector + Reasoning + Memory for AI Agents. HN 0 Codex, OpenCode 1 2,037 tok
bch1212/modelwatch modelwatch.app Continuous behavioral drift monitoring for LLM applications. 0 Claude Code 1 2,092 tok
blueprint-chart/mcp mcp.blueprintchart.com Model Context Protocol server for authoring Blueprint Chart .bpc files with LLMs. 0 Codex, OpenCode 1 1,597 tok
chrischall/easytable-mcp easyTable restaurant reservations for Claude — availability plus create/modify/cancel book 0 Claude Code 1 1,107 tok
christianclaudio/mcp-server-smartsheet-rm Enterprise MCP server for Resource Management by Smartsheet (10,000ft API). Automate times 0 Codex, OpenCode 1 1,703 tok
chessceo/chessceo-mcp chess.ceo MCP server for chess.ceo — LLM tools for player search, preparation, position stats, and l 0 Claude Code 1 4,606 tok
davidmosiah/astral-mcp astral.delx.ai Precision-audited astrology MCP for AI agents — natal charts, transits, synastry & moon ph 0 Codex, OpenCode 1 433 tok
davidmosiah/delx-living-body wellness.delx.ai Meta-MCP that composes 15 Delx Wellness connectors. Ask one question, get a synthesized an 0 Codex, OpenCode 1 635 tok
davidmosiah/mcp-scorecard npmjs.com Quality + agent-readiness scorecard for any MCP server. One command, comprehensive score, 0 Codex, OpenCode 1 279 tok
davidmosiah/wellness-cycle-coach npmjs.com Local-first menstrual cycle coach MCP — orchestrates Apple Health Cycle, Garmin women's he 0 Codex, OpenCode 1 381 tok
eaisdevelopment/mcp-multi-edit Multi-Edit MCP Server for Agentic Coding. Enable multiple edits to a file in a single step 0 Claude Code 1 998 tok
fieldcure/fieldcure-mcp-rag nuget.org RAG MCP server with SQLite FTS5 trigram + vector hybrid search (RRF). Features IChunkConte 0 Claude Code 1 2,834 tok
gabrielmahia/kenya-health-mcp KenyaHealthMCP — MCP server for Kenya health data. NHIF, facility registry, maternal healt 0 Codex, OpenCode 1 121 tok
genudo-ai/genudo_mcp genudo.ai A lightweight bridge that connects Claude Code to Genudo's Model Context Protocol (MCP) se 0 Claude Code, Codex, OpenCode 2 341 tok
gkmex75/gkmex-developer-resources gkmex.com Gkmex Cranes API, OpenAPI, MCP, NLWeb, agent skills, and public developer integration reso 0 Codex, OpenCode 1 94 tok
gridhra/atx-mcp Deterministic, non-generative image transform MCP server for AI agents — straighten, crop, 0 Claude Code 1 778 tok
gtkcyber/compact_prompt A Python Module Which Compacts LLM Prompts 0 Claude Code 1 2,476 tok
gurvinder-dhillon/powerbi-mcp MCP to interact with PowerBI REST APIs, run DAX Queries 0 Claude Code 8 815 tok
cortland-suite/cortland Governed AI tools for Apple Mail, Reminders, Notes, Calendar. Dry-run by default, human-ga 0 Claude Code 1 847 tok
icohangar-ops/agent-conductor Agent conductor — AGENTS.md contract parser, SKILL.md registry, CHP decision engine over M 0 Codex, OpenCode 1 616 tok
igorsaevets/page2ai-mcp igorsaevets.github.io MCP server that converts any web page URL to clean Markdown for LLM context. Fetches HTML 0 Codex, OpenCode 1 289 tok
imattau/polypack-mcp Persistent adaptive memory MCP server powered by Polypack for Codex, Claude, and other MCP 0 Codex, OpenCode 1 409 tok
jarmstrong158/agentsync MCP server that lets two AI agents collaborate on the same git repo without stepping on ea 0 Codex, OpenCode 1 1,420 tok
kimsb2429/internal-knowledge-base Research, evidence analysis, and build plan for a production RAG pipeline with MCP server 0 Claude Code 1 821 tok
leocelis/ivd Intent-Verified Development — A framework for the AI Agents era 0 Cursor 1 5,133 tok
malkreide/bag-health-mcp MCP server for Swiss Federal Office of Public Health (BAG) — infectious disease surveillan 0 Claude Code 3 5,630 tok
malkreide/hn-tech-signal-mcp MCP server for global tech & AI signal intelligence via HackerNews, arXiv, Lobste.rs and G 0 Claude Code 3 8,991 tok