AI & ML MCP Servers

Discover official ai & ml Model Context Protocol servers from leading vendors. Connect AI agents to ai & ml tools and services.

16 Official Servers•Vendor Verified•Production Ready

Browse by Category

Productivity (65)Search & SEO (65)Development (56)Cloud & Infrastructure (37)Analytics (30)Communication (16)AI & ML (16)Payment (15)Monitoring & Observability (12)E-commerce (12)CRM & Sales (10)Database (10)Web Scraping (8)Design (7)Storage & Files (5)

Context7

Up-to-date code documentation for LLMs

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CustomGPT.ai

CustomGPT.ai RAG-as-a-service platform for building custom AI assistants

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Dappier

RAG-as-a-Service platform for building intelligent applications

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Datadog

Datadog MCP Server: query observability data and manage platform features from AI clients. Tools: search_datadog_events, get_datadog_incident, get_datadog_metric, search_datadog_monitors, logs, traces, dashboards, synthetics, security, and more. Toolsets: core, apm, synthetics, software-delivery, security, llmobs, feature-flags, etc. Cursor/VS Code extension includes managed server; Claude Code/Codex use HTTP or stdio binary.

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DeepWiki

DeepWiki automatically generates architecture diagrams, documentation, and links to source code to help you understand unfamiliar codebases quickly

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FactSet AI-Ready Data

FactSet AI-Ready Data MCP: connect LLMs to FactSet content. Tools include FactSet_Fundamentals, FactSet_EstimatesConsensus, FactSet_GlobalPrices, FactSet_Ownership, FactSet_MergersAcquisitions, FactSet_People, FactSet_CalendarEvents, FactSet_EntityReference, FactSet_Metrics, FactSet_GeoRev, FactSet_SupplyChain.

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Fetch

An MCP server that provides web content fetching capabilities. This server enables LLMs to retrieve and process content from web pages, converting HTML to markdown for easier consumption

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Glean

Glean MCP servers expose unified, permission-aware search and document retrieval across your enterprise (Slack, Jira, code, etc.) to Claude, Cursor, VS Code, ChatGPT. OAuth or API tokens.

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Globalping

Remote MCP server that gives LLMs access to run network commands with Globalping

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Hugging Face

Search and explore Hugging Face Hub resources including models, datasets, Spaces, and papers

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Langfuse

Langfuse MCP Server for Prompt Management: access and manage your prompt library from AI assistants. Tools: getPrompt, listPrompts, createTextPrompt, createChatPrompt, updatePromptLabels. Built into Langfuse at /api/public/mcp (streamableHttp). LLM observability and analytics platform.

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LangSmith

LangSmith MCP Server: fetch conversation history, prompts, runs and traces, datasets, experiments, and billing usage from LangSmith. Tools: get_thread_history, list_prompts, get_prompt_by_name, fetch_runs, list_projects, list_datasets, list_examples, read_dataset, read_example, list_experiments, get_billing_usage. Auth: LANGSMITH-API-KEY header. Hosted on Render; also runnable via Docker or stdio.

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Needle

RAG-as-a-service platform for building AI applications

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Scrapegraph

AI-powered web scraping with LLM and graph logic

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TwelveLabs

TwelveLabs MCP: video indexing, search, analysis, and embeddings for AI applications

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Visier

Visier Query MCP Server: governed people data for AI agents. Query MCP Server profile; OAuth 2.0; Data (Read, API). Tenant URL uses your vanity name. Best with Anthropic Sonnet.

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Official AI & ML MCP Servers

All ai & ml MCP servers listed here are officially provided and maintained by their respective vendors. These servers enable AI agents to seamlessly interact with ai & ml platforms and services through the Model Context Protocol.

Each server has been verified to ensure it's hosted on the vendor's official domain and comes with comprehensive documentation and support. Unlike community-maintained servers, these official servers provide long-term reliability and security.

Browse the ai & ml MCP servers above to find the right integration for your AI agent. Each server page includes detailed setup instructions, configuration examples, and links to official documentation.