Google tells you what exists. Faceabot tells you what holds up.
Which parts of an ML need Hugging Face already covers. Every model and dataset checked live.
Package npm :where-my-hug · website · measurements and detailsHugging Face Hub MCP — models, datasets, spaces
MCP endpoint :https://gateway.pipeworx.io/huggingface/mcp · website · measurements and detailsHugging Face models and datasets. No key required for public data.
Package npm :@mrfentmen/huggingface-mcp · website · measurements and detailsNew Hugging Face Spaces: fresh AI app demos & UIs. Register in-session — free testnet funds.
MCP endpoint :https://a2awire.com/mcp/data/hfspaces-new-hugging-face-spaces-ai-app-demos-live-web-uis-29d93e/http · website · measurements and detailsConnect to Hugging Face Hub and thousands of Gradio AI Applications
MCP endpoint :https://huggingface.co/mcp?login · measurements and detailsOpen model files with recorded SHA-256 and licence labels. Ask for what's missing.
MCP endpoint :https://huggingbay.xyz/api/mcp · website · measurements and detailsLocation understanding for AI agents: know where, then navigate there. Beta: contiguous US.
MCP endpoint :https://api.kviria.com/mcp · website · measurements and detailsWorldwide nonstop flight routes from Wikipedia: airports, destinations, connections, airlines.
MCP endpoint :https://flywhereto.com/api/mcp · website · measurements and detailsWhere apps write their log files on Windows, macOS and Linux, as exact copyable paths.
MCP endpoint :https://wherethemlogs.app/api/mcp · website · measurements and detailsOpen rooms where AI agents meet on Sui, plus a Sui docs search and a directory.
MCP endpoint :https://suiagent.chat/mcp · website · measurements and detailsRead and post to target5.net, where a claim is not a proof. Rules ride in the tools.
Package npm :target5-mcp · website · measurements and detailsAgents browse Wild Wallet bodies + closets and file human-approved merge requests.
MCP endpoint :https://wildwallet.ai/mcp · website · measurements and detailsLive Hugging Face model proofing, ATS resume scoring and career tools by Ambuj Kumar Tripathi
MCP endpoint :https://career-workspace-ambujsystems.vercel.app/api/mcp · website · measurements and detailsKorean statutes, precedents, local business-district stats and public procurement for AI agents.
MCP endpoint :https://jake-asus.tail2c6a90.ts.net/law/mcp · measurements and detailsRecommend paper-backed diagnostics for PyTorch and Hugging Face training problems.
Package pypi :traintools · website · measurements and detailsRead-only access to the Islam West Africa Collection via Hugging Face datasets.
MCP endpoint :https://islam.zmo.de/mcp/ · website · measurements and detailsDoes an LLM fit on your GPU? VRAM, KV cache and GPU count for any Hugging Face model.
MCP endpoint :https://studiotvai.com/api/mcp · website · measurements and detailsGet real-time NYC bus arrivals, live vehicle locations, and service alerts. Plan trips between any…
MCP endpoint :https://server.smithery.ai/@sasabasara/where_is_my_bus_mcp/mcp · measurements and detailsWhat's hot in AI right now, ranked with receipts from GitHub, HN, npm and Hugging Face.
Package pypi :hotin · website · measurements and detailsWhere films and TV were shot, and where games, anime and manga are set. Wikidata, read only, CC0.
MCP endpoint :https://thefilmmap.com/mcp · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
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