MCP servers - AI and ML platforms
MCP servers for AI and ML platforms
Model hubs, inference platforms, voice APIs and experiment trackers your agent can call directly. 16 official servers from 14 vendors, 11 of them hosted by the vendor, each with setup copied from the vendor's own docs.
Last verified
Servers
- AssemblyAI
AssemblyAI docs MCP server
Hosted MCP server that lets coding agents search and fetch AssemblyAI documentation pages on demand while they write integration code.
Transport: Streamable HTTPAuth: No auth - BasetenStatus: GA
Baseten MCP server
Remote backend MCP server at api.baseten.co/mcp that wraps the Baseten REST API (deployments, autoscaling, logs, secrets, training jobs and more) so coding agents can deploy, debug and operate models in a Baseten workspace. It acts as the signed-in user with that account's permissions.
Transport: Streamable HTTPAuth: OAuth or API key - Deepgram
Deepgram CLI MCP server
The dg CLI (deepctl) includes a built-in MCP server that proxies tools from the Deepgram developer API so AI coding tools can call Deepgram speech-to-text, text-to-speech and voice agent APIs. Runs over stdio by default or SSE.
Transport: stdio, SSEAuth: API key - ElevenLabs
ElevenLabs hosted MCP server
Remote MCP server that lets AI assistants create, configure and manage ElevenAgents voice agents in a workspace (conversations, tests, tools, knowledge base, branches, triage tickets) and generate speech audio. Authentication is OAuth with scoped workspace permissions.
Transport: Streamable HTTPAuth: OAuth - ElevenLabs
ElevenLabs MCP server
Local Python MCP server for ElevenLabs Text to Speech and audio APIs (speech generation, voice cloning, transcription, audio processing), run with uvx and an ElevenLabs API key.
Transport: stdioAuth: API key - Hugging Face
Hugging Face MCP server
Hosted MCP server that connects assistants to the Hugging Face Hub to search and explore models, datasets, Spaces, papers and documentation, run Jobs and sandboxes, and call MCP-compatible Gradio Spaces as tools.
Transport: Streamable HTTP, stdioAuth: OAuth or API key - IBM
ContextForge MCP Gateway
Open source registry and proxy from IBM that federates MCP servers, A2A agents and REST/gRPC APIs behind one MCP-compliant endpoint with auth, rate limiting, observability and an admin UI.
Transport: Streamable HTTP, SSE, stdioAuth: Other - LangChain (LangSmith)
LangChain docs MCP servers
Two public hosted MCP servers that let AI tools query LangChain, LangGraph and LangSmith guides (docs.langchain.com/mcp) and the API reference for all LangChain packages (reference.langchain.com/mcp).
Transport: Streamable HTTPAuth: No auth - LlamaIndex
LlamaIndex MCP Documentation Search
Hosted MCP server that lets any agent search and read the LlamaIndex and LlamaParse developer documentation.
Transport: Streamable HTTPAuth: No auth - MicrosoftStatus: Preview
Foundry MCP server
Microsoft-hosted remote MCP server that gives agents read and write tool access to Microsoft Foundry services such as model catalog details, knowledge and evaluation, authenticated with Entra ID.
Transport: Streamable HTTPAuth: OAuth - OpenRouter
OpenRouter MCP server
Remote MCP server hosted by OpenRouter that lets coding assistants pull live model catalog, pricing, provider endpoint, benchmark, ranking and credit data, search the OpenRouter docs, and send billable test messages or image generations.
Transport: Streamable HTTPAuth: OAuth - Pinecone
Pinecone Assistant MCP server
Every Pinecone Assistant exposes a dedicated MCP endpoint that gives agents a context tool for retrieving relevant snippets from the assistant's uploaded files. It is available as a Pinecone-managed remote endpoint or as an open-source Docker container you run yourself.
Transport: Streamable HTTP, stdioAuth: API key - Replicate
Replicate MCP server
Exposes Replicate's HTTP API to agents so they can search, compare and fetch metadata for models, run predictions and retrieve results. Available as a hosted remote server or a local npm package.
Transport: SSE, stdioAuth: OAuth or API key - Weights & BiasesStatus: GA
W&B MCP server
Lets MCP clients query Weights & Biases runs, Weave traces, evaluations, artifacts and registries in natural language, create W&B reports, and search the W&B documentation. Available as a W&B-hosted HTTP server or run locally over STDIO or HTTP.
Transport: Streamable HTTP, stdioAuth: API key - Wolfram
Wolfram Cloud MCP server
Hosted remote MCP server that lets LLM clients call Wolfram|Alpha and evaluate Wolfram Language code for computed answers and curated Wolfram Knowledgebase data.
Transport: Streamable HTTPAuth: Other - Wolfram
Wolfram Local MCP server
Local MCP server from the Wolfram/AgentTools paclet that connects AI coding tools and chat clients to an installed Wolfram Engine, Mathematica or Wolfram|One for code evaluation, documentation search, notebook read/write, tests and code inspection.
Transport: stdioAuth: Other
Compare at a glance
Stage is the vendor's own label. Runs says whether the vendor hosts the server, it runs on your own instance, or you install it locally.
| Server | Stage |
|---|---|
| AssemblyAI docs MCP serverAssemblyAI | Status: Unlabelled |
| Baseten MCP serverBaseten | Status: GA |
| Deepgram CLI MCP serverDeepgram | Status: Unlabelled |
| ElevenLabs hosted MCP serverElevenLabs | Status: Unlabelled |
| ElevenLabs MCP serverElevenLabs | Status: Unlabelled |
| Hugging Face MCP serverHugging Face | Status: Unlabelled |
| ContextForge MCP GatewayIBM | Status: Unlabelled |
| LangChain docs MCP serversLangChain (LangSmith) | Status: Unlabelled |
| LlamaIndex MCP Documentation SearchLlamaIndex | Status: Unlabelled |
| Foundry MCP serverMicrosoft | Status: Preview |
| OpenRouter MCP serverOpenRouter | Status: Unlabelled |
| Pinecone Assistant MCP serverPinecone | Status: Unlabelled |
| Replicate MCP serverReplicate | Status: Unlabelled |
| W&B MCP serverWeights & Biases | Status: GA |
| Wolfram Cloud MCP serverWolfram | Status: Unlabelled |
| Wolfram Local MCP serverWolfram | Status: Unlabelled |
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