AI & ML Services MCP Servers

916 reviewed MCP servers in this category · page 6 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.

Git

Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing.

Developer ToolsGo

Git Cz

1. **Clone and install**: ```bash git clone https://github.com/FradSer/mcp-server-git-cz.git cd mcp-server-git-cz uv venv && uv pip install -r

Developer ToolsPython

Github

Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.

Developer ToolsRemotePython

GitHub

A Model Context Protocol (MCP) server built in TypeScript that integrates with GitHub's API, enabling AI assistants to manage repositories, issues

Developer Tools

Gitlab

Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 860+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth

Developer ToolsRemoteGo

Gitprism

A fast, token-efficient, stateless pipeline that converts public GitHub repositories into LLM-ready Markdown. Deployed as a single Cloudflare Worker

Cloud & DevOpsGo

Globus MCP

The following configuration is compatible with most LLM applications that support MCP such as [Claude

Productivity & Project ManagementPython

Gnomon

Deterministic batch tools so LLM agents stop guessing dates and math.

AI & ML ServicesRemotePython

Goldbean

GoldBean MCP Server v2 — Stateless, Edge-Ready. 48 Baidu AI tools (OCR/NLP/Vision/Speech/Translation/Face/Body/Creation/Search/LLM) via HTTP MCP.

Cloud & DevOpsTypeScript

Gonka Network Pricing

Compare LLM inference costs vs OpenAI/Anthropic/DeepSeek. Gonka is up to 6800x cheaper.

AI & ML ServicesRemoteGo

Google

An MCP server to access RSS feeds of Google News and Google Trends

AI & ML ServicesPython

Google News & Trends MCP

Query Google News RSS feeds and search interest over time via Google Trends.

AI & ML ServicesRemotePython

Google Search Console

It connects directly to your Google Search Console account via the official API, letting you access key data right from AI tools like Claude Desktop

AI & ML ServicesPython

Gpt

MCP server for the OpenAI ChatGPT API — chat, vision, and embeddings

AI & ML Services

Gptr MCP

While LLM apps can access web search tools with MCP, **GPT Researcher MCP delivers deep research results.** Standard search tools return raw results

Search & Web ScrapingPython

Gpu

47 AI models as MCP tools: LLM, image, video, audio, embeddings & more. x402 or API key.

AI & ML ServicesPython

Graphrag MCP

A Model Context Protocol server for querying a hybrid graph and vector database system, combining Neo4j (graph database) and Qdrant (vector database)

DatabasesPython

Grok

MCP server for Grok image generation and editing

AI & ML Services

Grok

MCP server for the xAI Grok API — chat, vision, search, and embeddings

AI & ML Services

Grok2 Image

grok image mcp server

AI & ML Services

Groq

Groq client implementation for Stagehand

AI & ML ServicesTypeScript

Guardian Engine

Deterministic recipe verification engine — validates AI-generated recipes against master SOPs.

AI & ML ServicesRemotePython

Habari

habari-mcp

AI & ML Services

Haiku

Agentic Retrieval Augmented Generation (RAG) with LanceDB

AI & ML ServicesPython

Ha MCP

A Model Context Protocol (MCP) server that provides AI assistants with access to Home Assistant, enabling smart home control and automation

Monitoring & ObservabilityPython

Hanabi

A command line interface to chat with any AI models, with MCP support.

AI & ML Services

Haruspex Skills

The server reads `HARUSPEX_API_KEY` at runtime for live data; get a key at https://haruspex.guru/settings. The Anthropic Skills below depend on this

AI & ML Services

HERE Maps

LLM MCP server using HereMaps API

AI & ML Services

Hide

MCP server for Hide

AI & ML ServicesPython

Hivemind

Query multiple AI models (OpenAI, Anthropic, Google) for consensus responses.

AI & ML Services

Home Assistant Model Context Protocol (MCP)

MCP server that gives AI assistants control over your Home Assistant. Including 50+ tools over 3 transports. Batteries included 🔋

AI & ML ServicesTypeScript

Hotmart

Hotmart digital-products platform, sales (history, summary, commissions), subscriptions (list, cance

AI & ML ServicesRemote

How Does It Work

Demo application showcasing how to build and secure MCP servers and clients with Pomerium using contextual access policies.

Communication

Huggingface MCP

MCP server providing access to the [Hugging Face Dataset Viewer API](https://huggingface.co/docs/dataset-viewer). Query datasets, explore data

AI & ML ServicesPython

Hydrolix

Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.

DatabasesPython

Hyperbrowser

Hyperbrowser Model Context Protocol Server

Browser Automation

Hyperlane MCP

A powerful Model Context Protocol (MCP) server that provides seamless integration with the Hyperlane protocol, enabling LLM assistants to interact

CommunicationTypeScript

IBKR Portfolio Builder

Top-down IBKR research: 468 typed screeners tagged by strategy intent, news, account access.

AI & ML ServicesPython

Ideogram

Production-grade Ideogram MCP server for AI image generation integration with Claude Desktop, Cursor, and VS Code

AI & ML ServicesTypeScript

IFood

Insights for your iFood store right in your AI assistant's chat. Generate charts of sales and payout

AI & ML ServicesRemote

Il2cpp

Agentic RAG system for analyzing IL2CPP dump.cs files from Unity games

Cloud & DevOpsTypeScript

Image

STDIO MCP server for OpenAI and Gemini image generation

AI & ML ServicesTypeScript

Image

Iris — Evidence-first image reading for AI agents — metadata, OCR text, regions, and citeable evidence without generative LLM.

AI & ML Services

Imagegen

MCP server to generate images from text using OpenAI's API

AI & ML ServicesTypeScript

Image Generation

MCP server enabling high-quality image generation via Together AI's Flux.1 Schnell model.

AI & ML ServicesTypeScript

Image Generation

An MCP server for image generation using the Replicate Flux model

AI & ML ServicesTypeScript

Image Generation Worker Template

Template to easily make an MCP server on Cloudflare

Cloud & DevOpsTypeScript

Image Generator

Generates images using Replicate's Stable Diffusion model and provides tools for saving and managing them.

AI & ML ServicesPython

Imagen 3.0 Generate Google

MCP server for Google Gemini image generation

Developer ToolsTypeScript

Image Toolkit

Use AI to edit image in Claude Desktop / Cursor (AI P图)

AI & ML ServicesPython

Imagine

MCP server for image/video understanding & generation (Gemini/OpenAI/Grok)

AI & ML ServicesRemotePython

Imgx MCP

AI image generation and editing MCP server with context-aware prompt optimization, 24 editing techniques, and session undo/redo

File Systems & StorageTypeScript

Improver MCP

MCP server that provides interactive tools for logging, analyzing, and improving Claude Desktop prompts

AI & ML ServicesTypeScript

Index

MCP instruction indexing server for AI assistant governance: search, CRUD, validation, usage.

AI & ML ServicesTypeScript

InsideDCPulse World Model

Event-sourced world model for multi-LLM agents: propose, validate, and read a shared state.

AI & ML ServicesRemotePython

Intaris

Intaris needs an OpenAI-compatible API key for safety evaluation. It picks up `LLM_API_KEY` from your environment automatically.

AI & ML ServicesRemotePython

Interzoid

An MCP (Model Context Protocol) server that exposes [Interzoid](https://interzoid.com)'s AI-powered data quality, matching, enrichment, and

AI & ML ServicesRemoteGo

Investbrain

Investment discipline MCP server with RAG, behavior detection, journaling, and market data.

AI & ML ServicesPython

IONOS CLOUD

Inspect IONOS CLOUD infrastructure via MCP

Cloud & DevOpsRemoteGo

Islam West Africa Collection (IWAC)

Read-only access to the Islam West Africa Collection via Hugging Face datasets.

AI & ML ServicesRemotePython