Best AI & ML MCP servers
AI and ML MCP servers give an agent access to other models and AI services as tools — web-grounded answers from a search model, text-to-speech and voice cloning, image and audio generation, or the models, datasets, and Spaces on a hub like Hugging Face. The pattern is composition: your coding or chat agent stays in control and calls out to a specialist when it needs fresh facts, a spoken clip, or a model it doesn't host. When choosing, look at whether the server is a thin API wrapper (one provider, an API key, a handful of tools) or a broader gateway, and check the auth model — most are API-key stdio servers, though some hubs now offer authenticated remote endpoints. Mind per-call cost and rate limits, since these tools bill against an upstream provider.
8 servers
fal.ai
Raveen Beemsingh
Community MCP server for fal.ai: generate and edit images, video, music, and audio with 600+ fast generative models from your agent.
Perplexity
Perplexity
Perplexity's official Sonar MCP server: give your agent live web search, conversational answers, deep research, and reasoning.
ElevenLabs
ElevenLabs
ElevenLabs' official MCP server: text-to-speech, voice cloning, speech-to-text, sound effects, and conversational AI agents from your editor.
Hugging Face
Hugging Face
Hugging Face's official MCP server: search and explore models, datasets, Spaces, papers, and docs from your AI assistant.
Replicate
Replicate
Replicate's official MCP server: discover, compare, and run thousands of hosted AI models — image, video, audio, and language — straight from your agent.
DeepL
DeepL
DeepL's official MCP server: high-quality machine translation, document translation, and AI rephrasing across 30+ languages from your agent.
Langfuse
Langfuse
Langfuse's official hosted MCP server: manage prompts, query traces and observations, run evals, and inspect LLM metrics from your agent.
AssemblyAI
AssemblyAI
AssemblyAI's official server lets coding agents search and read its speech-to-text and audio-intelligence documentation on demand.