AI & ML Services MCP Servers

916 reviewed MCP servers in this category · page 1 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.

Fonoster

Build a programmable telecommunications stack for connecting telephony services with the Internet via a cloud-based utility.

AI & ML ServicesTypeScript8.1k

Exa

Official

Search built for AI, not humans — semantic web search that returns model-ready content, plus code context.

Search & Web ScrapingRemoteTypeScript2.9k

Perplexity

Official

Answers, not links — delegate questions to Perplexity's search-grounded models and get cited responses back.

Search & Web ScrapingTypeScript1.3k

ElevenLabs

Official

Give your assistant a voice — text-to-speech, voice cloning and audio tools from the ElevenLabs API.

AI & ML ServicesPython1.2k

E2B

Official

Give your assistant a real code sandbox — isolated cloud VMs for actually running the code it writes.

Developer ToolsTypeScript400

Hugging Face

Official

The ML hub in your context window — search models, datasets, papers and run Spaces from the official server.

AI & ML ServicesRemoteTypeScript400

Replicate

Official

Thousands of open models on tap — run image, video and audio generation through Replicate's hosted API.

AI & ML ServicesRemoteTypeScript300

Rag Web Browser

Enables AI agents and LLMs to interact with the web and extract information from web pages via the RAG Web Browser Actor.

Browser AutomationRemoteTypeScript208

Quick

Simplifies the process of integrating Anthropic's Model Context Protocol (MCP) into Claude Desktop and Cursor for enhanced functionality.

Search & Web ScrapingPython186

Ai Image Gen

Generates images from text prompts using the Replicate API, designed for use with MCP clients like Cursor.

AI & ML ServicesTypeScript125

Openai Integration

Enables seamless access to OpenAI models directly within the Claude Desktop application.

AI & ML Services71

Ollama Database Assistant

Enables natural language querying of PostgreSQL databases using Ollama's LLM and the Model Context Protocol.

DatabasesTypeScript62

JSON Resume

Automates resume updates by analyzing coding projects using AI.

Developer ToolsTypeScript61

Aws Bedrock Integration

Demonstrates implementation and usage of Anthropic's Model Context Protocol (MCP) with AWS Bedrock.

Cloud & DevOpsPython55

OpenAI Code Assistant

Provides a command-line and API-based coding assistant utilizing OpenAI APIs, function calling, and streaming.

AI & ML ServicesPython35

Ragdocs

Augment AI responses with context by retrieving and processing documentation through vector search.

Knowledge & MemoryRemote30

Flux Studio

Integrates Flux's image generation capabilities into AI coding assistants, enabling image generation, manipulation, and control directly within IDEs.

AI & ML ServicesPython25

Image Gen

Generates images from text prompts using the Together AI platform through a Model Context Protocol (MCP) server.

AI & ML ServicesPython18

PromptShop

Edit images with simple text commands using AI.

AI & ML ServicesPython18

DuckDuckGo Search

Enables web searches using DuckDuckGo and integrates with Model Context Protocol (MCP) for advanced result exploration.

AI & ML ServicesPython16

Anthropic Code Analyzer

Analyzes open-source projects and assists with codebase integration using Claude's AI capabilities.

Developer Tools12

EverArt Forge

Generates both vector and raster images using EverArt's AI models, providing flexible storage and format conversion.

AI & ML Services10

Vercel AI

Integrates Vercel AI SDK with an MCP server to support OpenAI and Mistral LLM providers.

AI & ML Services9

Memory File

Enables Claude, and other Model Context Protocol (MCP) clients, to manage and access memories stored in a simple text file for enhanced context

AI & ML ServicesPython7

Qdrant

Enables semantic search in Qdrant vector databases using OpenAI embeddings.

AI & ML ServicesPython7

Ollama

Enables seamless integration between local Ollama LLM instances and MCP-compatible applications for advanced task management.

Productivity & Project ManagementPython6

Website Downloader

Downloads websites and their assets for use with Retrieval-Augmented Generation (RAG) systems.

AI & ML ServicesPython6

MS

Provides text-to-speech and speech-to-text capabilities using Windows' built-in speech services.

AI & ML ServicesGo5

Url Fetch

Enables Claude or any LLM to fetch content from URLs.

AI & ML ServicesPython3

VegaLite

Enables data visualization within LLM workflows using Vega-Lite specifications.

AI & ML ServicesPython3

Freepik

Enables interaction with the Freepik API for accessing stock photos, vectors, PSDs, and Mystic AI image generation.

AI & ML ServicesTypeScript2

EnrichB2B

Facilitates interaction with OpenAI, Anthropic, and EnrichB2B services using the Model Context Protocol.

AI & ML ServicesPython1

Flux Image Generator

Generates images from text prompts using the Black Forest Lab's FLUX model.

AI & ML Services1

OpenAI DALL

Enables AI assistants to generate images through the OpenAI DALL-E API with fine-grained control.

AI & ML ServicesGo1

4oimage MCP

MCP server for 4o-image API integration - Generate images using text prompts and edit existing images

Browser Automation

A2abench

A2ABench is an agent-native developer Q&A service: a StackOverflow-style API with MCP tooling and A2A runtime endpoints for deep research and

AI & ML ServicesTypeScript

AB Component Server

appbuilder-sdk, 千帆AppBuilder-SDK帮助开发者灵活、快速的搭建AI原生应用

Developer ToolsPython

Academic Search

A [Model Context Protocol (MCP)](https://www.anthropic.com/news/model-context-protocol) server that enables searching and retrieving academic paper

AI & ML ServicesPython

Ac MCP

A Model Context Protocol (MCP) server that exposes the [APLCart](https://aplcart.info) idiom collection with semantic search capabilities. APLCart is

AI & ML ServicesPython

Adbfriend

ADB Friend is a tiny cli tool, which helps you to manage your Android device via ADB. Its features were mostly designed for developers, but it can be

File Systems & Storage

Adm1 MCP

This MCP server enables natural language control of anaerobic digestion modeling through the internationally recognized Anaerobic Digestion Model No.

AI & ML ServicesPython

Advanced Tts MCP

Advanced TTS MCP Server - High-quality neural voice synthesis with enhanced features and streaming capabilities

AI & ML ServicesPython

Aegntic MCP

Elite Obsidian RAG System - Second Brain with Claude Code Integration

AI & ML ServicesPython

Afya

afya-mcp

AI & ML ServicesPython

🤖 Agenite

🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, compose, and control AI agents with first-class support for tools

AI & ML ServicesTypeScript

Agent

Validate and verify data from other agents before acting on it. Zero LLM costs.

Payments & CommerceTypeScript

Agent

The WAF for agents. Pattern-based + heuristic firewall scans prompts, RAG documents, tool argume...

AI & ML Services

Agent

Agent configuration loader and normalizer for AI/LLM applications

AI & ML ServicesPython

Agent Audit

Security scanner for AI agent tooling — MCP servers, tool definitions, and agentic pipelines

AI & ML ServicesPython

Agentcast

Structured-output enforcer: extract and validate JSON from messy LLM text.

AI & ML ServicesGo

Agent Fleet O

☁️ **Prefer managed?** Try **[FleetQ Cloud](https://fleetq.net)** — zero setup, free tier. ⭐ **Like the project?** Give it a star on GitHub — it

Developer ToolsRemotePython

Agent Godmode

Workspace-scoped **MCP tools** for building Cursor-style agents: **read_file**, **write_file**, **edit_file**, **run_command**, **list_files**.

AI & ML ServicesRemotePython

Agenthook

Character-consistent UGC video, images, and captions from any MCP client, via the AgentHook API.

AI & ML ServicesRemote

Agentic Ai MCP

This project is a chat assistant application that integrates MCP client (MCP host) with an LLM (Large Language Model) and external tools (MCP

AI & ML ServicesPython

Agentic Developer MCP

MCP server that wraps OpenAI Codex CLI and exposes MCP API

AI & ML ServicesPython

Agentic MCP Client

A standalone agent runner that executes tasks using MCP (Model Context Protocol) tools via Anthropic Claude, AWS BedRock and OpenAI APIs. It enables

AI & ML Services

Agentic Store MCP

Giving AI assistants like **Claude, Cursor, and Windsurf** access to your codebase and the web is a superpower. But passing sensitive enterprise data

AI & ML ServicesRemotePython

AgentRPC

Connect to any function, any language, across network boundaries using AgentRPC.

AI & ML ServicesRemotePython

Agents

The OpenAI Agents SDK is a lightweight yet powerful framework for building multi-agent workflows.

AI & ML ServicesRemoteTypeScript

Agentsearch

LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and RAG.

AI & ML ServicesRemoteGo