AI & ML Services MCP Servers

916 reviewed MCP servers in this category · page 15 of 16 · all categories

AI-service MCP servers chain other models into your assistant: text-to-speech, image and video generation, and access to thousands of hosted models. They turn a chat assistant into a small production pipeline — write the script, generate the voiceover, produce the artwork — without leaving the conversation.

U2

Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP.

AI & ML ServicesPython

Ucai

<strong>🙇‍♀️ Universal Contract AI Interface</strong> <strong>☑️ UCAI in Anthropic MCP Registry</strong> &nbsp;&nbsp;|&nbsp;&nbsp; <strong>🌐 Try

AI & ML ServicesRemotePython

🧠 Ultimate

Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector

Browser AutomationRemote

Ultracontext Node

Open source, realtime and invisible context infrastructure for the ones shipping at inference speed.

Cloud & DevOpsPython

Umbryn

Redacts PII/PHI from text before it reaches an LLM. Fail-closed, self-hosted, no egress.

AI & ML ServicesRemotePython

Unichat

Send requests to OpenAI, Anthropic, and OpenAI-compatible providers using MCP protocol via tool or predefined prompts. For OpenAI-compatible

AI & ML ServicesRemotePython

Unified MCP Client Library For Elixir

🌐 Mcpixir is the open source way to connect any LLM to any MCP server and build custom agents that have tool access, without using closed source or

AI & ML Services

Unified MCP Client Library For TypeScript

Easy-MCP-Use is the open source TypeScript library to connect any LLM to any MCP server and build custom agents that have tool access, without using

AI & ML ServicesTypeScript

Unified MCP Tool Graph: A Intelligence Layer For Dynamic Tool Retrieval

Instead of dumping 1000+ tools into a model’s prompt and expecting it to choose wisely, the Unified MCP Tool Graph equips your LLM with structure

AI & ML ServicesPython

UnityMCP VRC

MCP Server for Unity with help for creating VRChat worlds

Monitoring & ObservabilityTypeScript

Universal Image MCP

Universal Image MCP is a **Model Context Protocol (MCP) server** that provides unified access to multiple AI image generation providers. Whether

AI & ML ServicesPython

Unreal Engine Generative AI Support Plugin

Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deepseek R1, Claude Opus/Sonnet, Gemini 3, Grok 4, Alibaba Qwen, Kimi

AI & ML ServicesPython

Unstructured

Set up and interact with your unstructured data processing workflows in Unstructured Platform

Search & Web ScrapingRemotePython

Upstox

The **Official-style Upstox MCP Server** provides a high-performance **Model Context Protocol (MCP)** integration for the **Upstox Trading API**. It

Knowledge & MemoryPython

Us

MCP server + standalone TypeScript SDK for 40+ U.S. government and international data APIs. 300+ tools with WASM-sandboxed code mode for context

Developer ToolsTypeScript

Usafiri

usafiri-mcp

AI & ML Services

VectorMCP

A server implementation for the Model Context Protocol (MCP) in Ruby.

AI & ML Services

Vibe Check

Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety

Developer ToolsRemote

VibeCheck

1. **Automatically Analyze AI-Generated Code:** As code is generated or modified by an AI assistant, VibeShift can be triggered to perform security

Developer ToolsPython

Vibecode Cleaner Fartrun

✓ Save Points: 3 (latest: "before big refactor") ✓ Frozen files: 2 ✓ Detected stack: React 18, FastAPI, PostgreSQL

AI & ML ServicesPython

VibeShift Web Tester

[MCP Server] The Security Agent for AI assisted coding

Developer ToolsPython

Video

Analyze videos: extract frames, transcribe audio, generate storyboard breakdowns.

AI & ML ServicesPython

Video Editing MCP

See a demo here: [https://www.youtube.com/watch?v=KG6TMLD8GmA](https://www.youtube.com/watch?v=KG6TMLD8GmA)

AI & ML Services

Video Gen MCP Monolithic

A comprehensive Model Context Protocol (MCP) server for AI-powered video creation. This server provides tools, resources, and prompts to guide AI

AI & ML ServicesPython

Vidlizer

vidlizer pulls frames out of any video, image, or PDF using ffmpeg, sends them to a vision LLM, and returns a `flow` array — one entry per scene.

AI & ML ServicesPython

Vidu

MCP server for Vidu video generation API

AI & ML ServicesTypeScript

Visus

Security-first web access for Claude. Sanitizes pages, blocks injection, redacts PII.

AI & ML ServicesRemoteTypeScript

Vmware

A MCP server for managing VMware Fusion VMs via REST API

Developer ToolsPython

Voice

Honest voice authenticity for AI agents: enrol a voice, verify a call clip. Signal, not verdict.

AI & ML Services

Voice

Voice Audio MCP server. Tools: text to speech, list voices, transcribe. Built by MEOK AI Labs.

AI & ML Services

Voice Call

A Model Context Protocol (MCP) server that enables Claude and other AI assistants to initiate and manage voice calls using Twilio and OpenAI (GPT-4o

AI & ML Services

Voicemode

VoiceMode enables natural voice conversations with Claude Code. Voice isn't about replacing typing - it's about being available when typing isn't.

AI & ML ServicesPython

Voiceroid Daemon MCP

MCP server for VOICEROID2 text-to-speech via voiceroid_daemon

AI & ML Services

Voice Transcriber

MCP server for transcribing Google Chat voice messages using Groq Whisper API

AI & ML ServicesPython

Volcengine

ByteDance Volcano Engine (Doubao) MCP server

AI & ML Services

Vox

Native macOS MCP server for voice I/O — Swift binary, SFSpeechRecognizer + ElevenLabs TTS.

AI & ML ServicesPython

Vox Pop

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AI & ML ServicesPython

Vv MCP

VOICEVOX MCP Server for text-to-speech synthesis with Claude

AI & ML Services

Waggle

Persistent graph-backed conversational memory for AI agents.

Developer ToolsRemotePython

WavespeedMCP

# WavespeedMCP ## [English](README.md) | [中文文档](README.zh.md) WavespeedMCP is a Model Control Protocol (MCP) server implementation for WaveSpeed AI

AI & ML ServicesPython

WaveXisMCP

220 browser automation tools for Chrome, Edge, and Firefox via CDP + BiDi. 100% Python.

Browser AutomationRemotePython

Webclaw

<strong>Turn websites into clean markdown, JSON, and LLM-ready context.</strong>

AI & ML ServicesRemotePython

WebsitePublisher.Ai

Build and publish websites through AI conversation. 27+ MCP tools, OAuth 2.1 auto-discovery. Works with Claude, ChatGPT, Mistral/Le Chat, Cursor and

AI & ML ServicesRemoteGo

Wecom Docs

An ergonomic **stdio MCP facade** over WeCom's official **robot-doc MCP** backend. It proxies all 25 backend tools verbatim and adds a transform

AI & ML ServicesPython

WhatsUpDoc (Downmarked)

Scrape any developer documentation and save it locally as a markdown file using anthropic's MCP to standardize communication between the cli and the

Knowledge & MemoryPython

Whisper

A Model Context Protocol (MCP) server for advanced audio transcription and processing using OpenAI's Whisper and GPT-4o models.

AI & ML ServicesPython

Whisper Graph MCP

Open-source MCP server for WhisperGraph - query the internet's infrastructure & threat-intel graph (DNS, BGP, GeoIP, WHOIS) via Cypher.

AI & ML ServicesRemote

Whisper Speech Recognition

A high-performance speech recognition MCP server based on Faster Whisper, providing efficient audio transcription capabilities.

AI & ML ServicesPython

Whisper Windows MCP

Windows-native MCP server for local audio transcription using whisper.cpp with Vulkan GPU acceleration

AI & ML ServicesGo

Whissle MCP

A Python-based server that provides access to Whissle API endpoints for speech-to-text, diarization, translation, and text summarization.

AI & ML ServicesPython

Whiteboard MCP

whiteboard-mcp is a simple whiteboard web application, providing a convenient way for displaying Chatbot/LLM's output.

Browser Automation

Widemem Ai

An open-source AI memory layer that actually remembers what matters. Local-first, batteries-included, and opinionated about not forgetting your

AI & ML ServicesPython

Wigolo

Local-first web intelligence MCP server for AI coding agents

AI & ML ServicesRemotePython

Wisegit

Extracts decision intent from git history and protects intentional code from AI modification.

Developer ToolsPython

Wolframalpha Llm MCP

Uses WolframAlpha to answer math and other queries

AI & ML Services

Workflows

MCP server for DAG-based workflow execution with YAML definitions and LLM collaboration

AI & ML ServicesPython

Wsb Analyst MCP

A Model Context Protocol (MCP) server that provides real-time WallStreetBets data for analysis with Claude or other LLM clients.

AI & ML ServicesPython

Wso2

Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector.

AI & ML Services

Wxo Agent MCP

Simple MCP (Model Context Protocol) server that **invokes a single Watson Orchestrate agent** remotely. The agent is defined once via environment

AI & ML Services

Xaip Protocol

XAIP is a provider-neutral signed execution evidence layer for AI agent tool calls. It records co-signed receipts — both the executing agent and the

AI & ML ServicesTypeScript