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
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| malkreide/meteoswiss-mcp MCP Server for Swiss weather & climate data – MeteoSwiss SwissMetNet, ICON forecasts, scho | 0 | Claude Code | 3 | 7,417 tok |
| malkreide/news-monitor-mcp MCP server for global news monitoring, sentiment analysis and media briefings via WorldNew | 0 | Claude Code | 3 | 6,004 tok |
| malkreide/register-mcp MCP server for Swiss commercial register (Zefix/Handelsregister) — company verification, U | 0 | Claude Code | 3 | 11,089 tok |
| malkreide/swiss-ip-mcp MCP server for Swiss intellectual property data – trademarks, patents, SPC/ESZ via the IGE | 0 | Claude Code | 3 | 9,434 tok |
| malkreide/swiss-procurement-mcp MCP server for the simap.ch Swiss public procurement API — all cantons, read-only | 0 | Claude Code | 3 | 18,846 tok |
| malkreide/amtsblatt-mcp MCP server for Swiss official gazettes (SHAB + cantonal) — procurement and notices, no per | 0 | Claude Code | 3 | 6,800 tok |
| mattlong-plux/hostaway-mcp | 0 | Claude Code | 1 | 2,287 tok |
| maryadawson-code/integritypulse openclaw-finops.marywomack.workers.dev Revenue-gated MCP server for AI cloud cost forecasting. Stop your agents from hallucinatin | 0 | Claude Code | 1 | 515 tok |
| mcurmi05/vdiff npmjs.com Breaking-change diffs for npm packages, served over REST and MCP, so coding agents stop wr | 0 | Claude Code | 1 | 938 tok |
| Paul-Bonneville-Labs/neemee-mcp Model Context Protocol server for Neemee personal knowledge management system | 0 | Claude Code | 1 | 804 tok |
| partymola/bosch-flow-mcp modelcontextprotocol.io MCP server for the Bosch eBike Flow API with OAuth, local cache, and battery trend analysi | 0 | Claude Code, Codex, OpenCode | 2 | 3,556 tok |
| ondeinference/onde-cli ondeinference.com Fine-tune, quantize, and publish your model all from your Apple silicon devices. | 0 | Claude Code, Codex, OpenCode | 4 | 12 tok |
| pelazas/carrydesk carry.pelazas.com Cross-sectional funding-carry rankings for Hyperliquid perps — published hourly, sold per | 0 | Codex, OpenCode | 1 | 2,885 tok |
| philly88r/localtry-mcp localtry.com Tenant-isolated MCP server for operating and customizing LocalTry CRM from ChatGPT and oth | 0 | Codex, OpenCode | 1 | 180 tok |
| r3dz4r/datapulse-my data-pulse.my Open-source trust & interoperability layer for Malaysian public data: freshness monitoring | 0 | Claude Code, Codex, OpenCode | 2 | 2,688 tok |
| r3tr0eth/emap-labs emap/labs — infraestructura de inteligencia geográfica: datasets, evals y RAG geoespacial | 0 | Claude Code | 1 | 958 tok |
| redpop/apple-calendar-mcp MCP server for Apple Calendar on macOS — read events, create them, and find free time via | 0 | Claude Code | 1 | 2,141 tok |
| romainsantoli-web/mcp-openclaw | 0 | Claude Code | 1 | 1,474 tok |
| saagpatel/portfolio-mcp saagarpatel.dev Read-only MCP server over the public saagarpatel.dev corpus and OPERANT results | 0 | Codex, OpenCode | 1 | 446 tok |
| shennawardana23/mcp-dino registry.modelcontextprotocol.io :t-rex: Model Context Protocol for Dinosaur | 0 | Codex, OpenCode | 1 | 1,885 tok |
| Cvartel/Face-Recognition-MCP-Server The face recognition MCP server for AI-native development | 0 | Claude Code | 1 | 3,588 tok |
| sugukurukabe/koko-call-mcp mcp.bid-jp.com 17 AI tools for Japanese government procurement bids via MCP. Streamable HTTP + OAuth 2.0. | 0 | Codex, OpenCode | 1 | 295 tok |
| stelis-dev/agent-q npmjs.com Agent-Q lets AI agents, Sui CLI, and local apps request signatures from a separate device | 0 | Codex, OpenCode | 1 | 8,612 tok |
| stelis-dev/say-ur-intent npmjs.com Local-first MCP toolkit for Sui DeFi intents: turn a natural-language ask into verified on | 0 | Codex, OpenCode | 1 | 4,294 tok |
| telegraphprotocol/telegraph-mcp | 0 | Claude Code, Codex | 1 | — |
| textbee/textbee-mcp textbee.dev MCP server for textbee.dev: give your AI agent a phone number | 0 | Claude Code | 1 | 728 tok |
| thalovant/thalovant-mcp docs.thalovant.com MCP server for Thalovant control-plane and hub runtime APIs | 0 | Codex, OpenCode | 1 | 283 tok |
| theYahia/boxberry-mcp npmjs.com MCP server for Boxberry — delivery points, shipping, tracking (Russia) | 0 | Claude Code | 3 | — |
| theYahia/gigachat-mcp npmjs.com MCP server for GigaChat — Sber AI chat, embeddings, image generation (Russia) | 0 | Claude Code | 1 | — |
| theYahia/mts-exolve-mcp npmjs.com MCP server for MTS Exolve — SMS, calls, recordings, Viber (Russia) | 0 | Claude Code | 1 | — |
| therealtimex/un-datacommons-mcp Tools and agents for interacting with the Data Commons Knowledge Graph using the Model Con | 0 | Codex, OpenCode | 1 | 687 tok |
| tydung26/websupport-mcp MCP server for the Websupport REST API — DNS, FTP, hosting, databases, mailboxes, VPS and | 0 | Claude Code | 1 | 1,116 tok |
| tonylchang/janus-mcp janus-mcp.ns47.com A local MCP server that gives LLMs safe, redacted access to Kubernetes - credentials never | 0 | Claude Code | 1 | 1,151 tok |
| toreva/kit toreva.com SDK, CLI, and MCP connectors for the Toreva gateway. Wire any AI agent to Toreva in minute | 0 | Claude Code, Codex, OpenCode | 2 | 10,835 tok |
| us-all/dbt-mcp-server dbt MCP server — manifest, run results, sources, freshness, coverage, and DQ result tables | 0 | Claude Code | 1 | 2,273 tok |
| vlad-public-code/org.json-kula.valem valem.run Valem — deterministic reactive computation runtime for AI-generated structured data models | 0 | Claude Code | 1 | 6,810 tok |
| yousunjung84-edu/academyinfo-mcp npmjs.com Read-only MCP server for Korean university disclosure indicators (대학알리미). No API key or lo | 0 | Codex, OpenCode | 1 | 1,509 tok |
| zalez/perplexity-agent-mcp Zero-dependency, single-file MCP server for Perplexity's Agent API. Python stdlib only — n | 0 | Claude Code | 1 | 5,403 tok |
| KasayoDotCom/identityforge-mcp identityforge.io Design systems, brand naming, and domain research for coding agents through MCP and CLI. | 0 | Claude Code, Codex, OpenCode | 2 | 231 tok |
| blockparty-global/1s-mcp mcp.onesource.io MCP server with 30 tools for block chain data and ops— setup, token lookups, wallet balanc | 0 | Claude Code | 1 | 2,592 tok |
| veezeehq/veezee-mcp Hosted MCP server for LinkedIn, Reddit, and X data: free self-minted key, no signup, pay o | 0 | Codex, OpenCode | 1 | 381 tok |
| agentpub/agentpub.org agentpub.org Python and TypeScript SDKs, MCP server, and agent playbooks for AgentPub — a publication p | 0 | Codex, OpenCode | 1 | 1,004 tok |
| Cantara/kcp-agent An open source deterministic or LLM-enhanced agent showcasing and implementing the KCP pro | 0 | Claude Code | 1 | 467 tok |
| gregoriofraile/gasolineras-mcp MCP server for fuel prices in Spain (official public API, no key) · Servidor MCP de precio | 0 | Claude Code | 1 | 4,388 tok |
| seung23/lawtutor-mcp Korean Administrative Law & Constitutional Law RAG MCP Server for the 7th-grade civil serv | 0 | Claude Code | 2 | 2,076 tok |
| miguelarios/qkb Hybrid BM25 + vector search for Obsidian vaults (SQLite FTS5 + sqlite-vec, MCP server) | 0 | Claude Code | 1 | 673 tok |
| hiyorineko/rollbar-mcp-server Pre-release - Model Context Protocol server for Rollbar | 0 | Claude Code | 1 | 261 tok |
| burakdirin/apple-health-export-mcp MCP server to query your exported Apple Health archive (export.zip) via SQLite — sleep, he | 0 | Claude Code | 1 | 1,300 tok |
| Tom-R-Main/medgemma-mcp Deprecated — unmaintained MedGemma MCP research prototype; do not use clinically. | 0 | Claude Code | 1 | 629 tok |
| mikecreighton/mikecreighton-dot-com-content-mcp A Model Context Protocol (MCP) server that will provide all of the Mike Creighton Consulti | 0 | Claude Code | 1 | 225 tok |