AI / ML

Machine learning model inference, embedding generation, vector similarity search, and AI pipeline orchestration.

Prompt injection · model poisoning · data leakage
4,781Total Servers
Sort:4,781 servers
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mcp-gateway

A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.

by lasso-security

Python368
mcp-gemini-cli

MCP server wrapper for Google's Gemini CLI

by choplin

TypeScript
mcp-gemini-google-search

MCP server for Google Search using Gemini

by monchi

TypeScript79
mcp-gemini-prompt-enhancer

A Model Context Protocol (MCP) server that provides a prompt optimization service for Large Language Models (LLMs) using Google Gemini, with advanced prompt engineering thanks to 22365_3_Prompt_Engineering_v7.pdf authored by Lee Boonstra

by andrea9293

TypeScript3
mcp-go

A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

by mark3labs

Go8.7k
mcp-google-ads

An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all through simple chat with Claude, Cursor or Windsurf.

by cohnen

Python599
mcp-graphql

Model Context Protocol server for GraphQL

by blurrah

TypeScript383
mcp-grimoire

Grimoire is an intelligent MCP (Model Context Protocol) orchestrator that solves two critical problems in AI-powered development tools: 1. Context Overload 2. Missing Expertise

by CRACK-BREAK-MAKE

TypeScript1
mcp-gsc

Google Search Console Insights with Claude AI for SEOs

by AminForou

Python814
MCPHammer

MCP security testing framework for evaluating Model Context Protocol server vulnerabilities

by praetorian-inc

Python29
mcphawk

MCPHawk is a new Logging & Monitoring solution for Model Context Protocol (MCP) traffic, providing deep visibility into MCP client-server interactions. It started off as a mix between Wireshark and mcpinspector, purpose-built for the MCP ecosystem, and is now slowly turning into something more.

by tech4242

Python14
mcp-headless-gmail

Read recent Gmail messages, retrieve full bodies in chunks, and send emails. Operate headlessly with runtime-provided credentials to avoid local setup. Automatically refresh tokens to keep workflows uninterrupted.

mcp-hello-world

A simple Hello World MCP server

by arvinxx

TypeScript
mcp-hierarchical-scraper

Crawl websites recursively to build a hierarchical map of pages. Convert HTML into clean, LLM-ready Markdown while stripping boilerplate. Accelerate research, grounding, and retrieval workflows with high-quality web context.

mcp-hooks

A collection of tools and helpers for creating MCP servers and clients

by civicteam

TypeScript8
MCP-Host

by pjt3591oo

TypeScript1
mcp-hub

AI-native service orchestration platform. Discover MCP services by capability, chain multi-service workflows at runtime, and authenticate per-user via JWKS/External OAuth

by ip99202

TypeScript0
mcphub.nvim

An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.

by ravitemer

Lua1.8k
MCP Hub — Telegram Access

Connect your AI assistant to your Telegram. Browse chats, read and summarize messages.

by mcp

mcp-ical

A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language.

by Omar-V2

Python310
mcp-in-action

极客时间MCP新课已经上线!超2000同学一起开启MCP学习之旅!

by huangjia2019

Python116
mcp-instagram

MCP server for Instagram

by anand-kamble

TypeScript4
MCP Installer

Simplifies MCP server installation through natural language commands, handling package management, environment configuration, and automatic Claude Desktop setup without manual editing.

by anaisbetts

TypeScript1.5k
mcp-jenkins

The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI interactions with Jenkins tools while maintaining data privacy and security.

by lanbaoshen

Python120
mcp-jetbrains

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

by JetBrains

JavaScript952