Best Hugging Face MCP Servers
Hugging Face is an AI community building the future. They provide tools that enable users to build, train and deploy ML models based on open source code and technologies.
Why this server?
Provides local embedding using Hugging Face models for semantic search, with nothing leaving the machine.
AlicenseAqualityAmaintenanceEnables AI agents to perform keyword, semantic, hybrid, and SQL retrieval over data stored on object storage or local paths, using a local embedding model without requiring an API key.9635Apache 2.0Why this server?
Provides read-only access to African speech corpora hosted on Hugging Face, enabling tools to list corpora, search transcription segments, retrieve corpus statistics, cite sources, and plan de-duplicated training sets with full provenance.
AlicenseAqualityAmaintenanceProvides read-only access to public African language speech corpora, with tools to list, search, cite, and plan de-duplicated training sets while enforcing licence and citation provenance.2481Apache 2.0Why this server?
Provides Hugging Face agents with tools to search and verify MCP servers.

MCP Queen Registryofficial
AlicenseAqualityAmaintenanceCrawls and grades MCP servers deterministically, providing a registry, leaderboard, and API to query server grades and submit feedback.7MITWhy this server?
Connects to MiniMax's Hugging Face organization to access related models and resources

MiniMax MCP Serverofficial
AlicenseAqualityCmaintenanceEnables MCP clients like Claude Desktop and Cursor to interact with MiniMax APIs for generating speech, cloning voices, creating videos, and generating images.61,571MITWhy this server?
Provides durable palette storage via Hugging Face Datasets, allowing saved palettes to persist across server restarts when configured with HF_TOKEN.

rnv-color-mcpofficial
AlicenseAqualityBmaintenanceExposes RNV color workflow tools for color mixing, conversion, harmony generation, text transformation, and palette management, allowing LLMs to directly compute colors and manipulate palettes.91MITWhy this server?
Allows importing models from Hugging Face, connecting a personal token for private/gated repositories, and managing the Hugging Face integration for the workspace.

edgegate-mcpofficial
AlicenseBqualityAmaintenanceMCP server for EdgeGate that enables setting up edge-AI regression gates on Snapdragon devices directly from Claude Code, Cursor, or Claude Desktop.582761MITWhy this server?
Integrates with Hugging Face for model hosting and distribution, with links to MiniMax AI models on the platform.

MiniMax MCP JSofficial
AlicenseAqualityDmaintenanceJavaScript implementation of MiniMax MCP that enables interaction with MiniMax AI services for image generation, video generation, text-to-speech, and voice cloning through MCP-compatible clients.101,129128MITWhy this server?
Provides tools for accessing trending models, datasets, and spaces from the Hugging Face Hub.
AlicenseAqualityDmaintenanceMCP server pulling academic publications (arXiv, PubMed, HF Daily Papers), trending code (GitHub, HF Hub), and medical-device regulatory data (FDA 510(k), recalls) into newspaper-style briefings. Per-category round-robin, weighted configuration, sandbox-safe Python launcher.164MITWhy this server?
Uses local ONNX models from Hugging Face Hub for sentence embeddings, enabling semantic search and memory retrieval with models like all-MiniLM-L6-v2.
AlicenseAqualityAmaintenanceCognitive memory for AI agents. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible client.2024MIT