Official MCP Servers: AI/ML

523 official MCP servers built and maintained by the actual providers.

Cloudglue by Aviary (Cloudglue) AI/ML
Official MCP server for the Cloudglue API. Turns videos into structured, LLM-ready data with transcripts, entities, chapters, and semantic search.
Deepgram AI/ML
Official Deepgram MCP server giving AI editors access to speech-to-text, text-to-speech, and audio intelligence tools, with dynamic runtime tool discovery.
ElevenLabs Agents by ElevenLabs AI/ML
Official ElevenLabs MCP server for building conversational AI voice agents, generating speech, cloning voices, transcribing audio, and placing outbound calls.
ElevenLabs Player by ElevenLabs AI/ML
Official ElevenLabs MCP server for text-to-speech, voice cloning, audio transcription, sound effects, and conversational AI agents.
Owkin AI/ML
Provider-hosted MCP server that exposes Owkin's biology AI agents (HistoPLUS / Pathology Explorer) for H&E histopathology slide analysis across TCGA cohorts.
Replicate AI/ML
Official Replicate MCP server. Discover, compare, and run thousands of hosted AI models through natural language, with full access to the Replicate HTTP API.
ToolUniverse by Harvard Medical School (Zitnik Lab / mims-harvard) AI/ML
Open-source MCP server exposing 1,000+ scientific tools, ML models, datasets, and APIs for drug discovery, literature search, and biomedical research.
Vapi by Vapi AI AI/ML
Official MCP server for Vapi. Build and manage AI voice assistants, place outbound calls, schedule calls, and manage phone numbers from any MCP client.