Categories

temporal-awareness-mcp

by pmbstyle

A Model Context Protocol (MCP) server that provides AI agents with comprehensive temporal awareness and time calculation capabilities.

slack-mcp-server

by aryahadii

Minimal Slack MCP Server, using FastMCP

Moose

by Clivern

🐺 MCP Server Boilerplate In Go.

tron_mcp_server

by Netts-official

Advanced TRON blockchain MCP server with smart contract interaction, energy estimation, and comprehensive API access. Features modular architecture, multi-source fallbacks, and intelligent response optimization

slack-mcp-server

by ru0780

Build a secure Slack MCP server with FastMCP for read-only access to channels, messages, and users. Access Slack data easily! 🛠️💬

ai-image-generator-mcp

by alexandrali0506

AI Image Generator MCP Server for Cursor - Generate images using FLUX model with Model Context Protocol

gpt-image-1-mcp

by naporin0624

OpenAI gpt-image-1 MCP server with advanced image generation and editing capabilities

claude-modular

by oxygen-fragment

Production-ready modular Claude Code framework with 30+ commands, token optimization, and MCP server integration. Achieves 2-10x productivity gains through systematic command organization and hierarchical configuration.

KustoGraphAssistant

by cosh

A Model Context Protocol (MCP) server that provides comprehensive guidance and best practices for creating and managing Kusto graph models in Azure Data Explorer.

ScreenMonitorMCP

by inkbytefo

A REVOLUTIONARY Model Context Protocol (MCP) server! Gives AI real-time vision capabilities and enhanced UI intelligence power. This isn't just screen capture - it gives AI the power to truly "see" and understand your digital world!

image-gen-mcp

by lansespirit

An MCP server that integrates with gpt-image-1 & Gemini imagen4 model for text-to-image generation services

design-critique-mcp

by haasonsaas

MCP server for comprehensive visual design analysis - composition, color harmony, typography, and accessibility compliance

togglgo-mcp

by KyteProject

A lightweight MCP (Model Context Protocol) server for Toggl time tracking, built in Go.

image-gen-mcp

by adithyalabs-ind

Empower your AI chatbot with Image Gen MCP Server. Generate stunning images using multiple models seamlessly. 🌟🤖

gimp-mcp-server

by slliws

MCP Server for GIMP - AI Assistant for Image Editing

mcp-gimp

by martinduartemore

Model Context Protocol server implementation for GIMP 3.

gepa-mcp

by developzir

MCP server integrating GEPA (Genetic-Evolutionary Prompt Architecture) for automatic prompt optimization with Claude Desktop

MCP-Server-Development-Framework

by ankitjha-webdev

A comprehensive framework for developing Model Context Protocol (MCP) servers with TypeScript/Node.js. Includes project specifications, architectural guidelines, and development tools for building production-ready MCP implementations.

heim-mcp

by Nor2-io

Heim MCP Server

kimai_mcp

by glazperle

A comprehensive Model Context Protocol (MCP) server for Kimai time-tracking integration. Provides 73+ tools for timesheet management, project tracking, team collaboration, and reporting with smart user selection and Claude Desktop integration.

maui-graphics-mcp-server

by jsuarezruiz

Effortlessly craft stunning mobile UI components with AI, powered by the Model Context Protocol!

ClaimsProcessingAssistant-MCP

by chbhargavareddy

This is a Model Context Protocol (MCP) server that provides claims processing capabilities through integration with a Supabase database. The server enables AI assistants to interact with insurance claim processing workflows and data through natural language.

golf

by golf-mcp

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

anylogic-mcp-server

by kishorkukreja

MCP Server for AnyLogic Cloud simulation platform integration with AI assistants

example-agent-tool-background-job

by resonatehq-examples

Async timer tool via MCP server for Claude Desktop

local-RAG-backend

by suwa-sh

This is the backend for a RAG system that runs on Docker Compose. It registers documents in a wide range of file formats, which can be searched using the MCP server.

health-api

by AlwaysSany

A comprehensive FastAPI micro-service for health-related operations which is also powered by MCP server

ntp-mcp-server

by n3r0-b1n4ry

A MCP server that provides accurate time information from NTP servers with timezone support.

mysql-mcp-server

by mukul975

A comprehensive Model Context Protocol (MCP) server for MySQL databases with 200+ tools for advanced database management, diagnostics, performance analysis, security auditing, and AI-powered database interactions.

timecamp-mcp-server

by timecamp-org

TimeCamp MCP Server

mcp-prompt-optimizer

by Bubobot-Team

Advanced MCP server providing cutting-edge prompt optimization tools with research-backed strategies

mcp-tfl-journey

by alisonborba

🚇 MCP server for Transport for London journey data. AI-powered route planning with real-time alerts, disruptions & stop points. Built with Model Context Protocol for seamless AI integration.

imap-mcp

by dominik1001

📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI assistants.

cmp-mcp-server

by Acceleronix

Acceleronix IoT MCP Server: Manages SIM cards and delivers real-time data, enhancing AI applications with contextual SIM card information.

postgres-mcp-server

by mukul975

🔄 PostgreSQL MCP Server – AI-Powered PostgreSQL Management & Monitoring. A powerful, AI-integrated PostgreSQL Model Context Protocol (MCP) server for automated database operations, monitoring, security, diagnostics, and optimization. Seamlessly manage PostgreSQL with 237+ tools designed for AI assistants like Claude and ChatGPT.

Marketing-Automation-MCP-Server

by Mohit4022-cloud

🚀 AI-powered marketing automation with 75% time reduction & 23% ROI improvement. MCP server for Claude integration.

gigapi-mcp

by QuoccHuyy12

Seamlessly connect to GigAPI Timeseries Lake with the MCP server. Execute SQL queries and manage databases effortlessly. 🚀🖥️

swarmtask

by Lucca2317

Manage parallel shell commands effortlessly with SwarmTask. This async task manager enhances workflows for system admins, developers, and data processors. 🐙✨

TUNDR

by copyleftdev

A high-performance optimization server implementing the Model Context Protocol (MCP) for mathematical optimization tasks, with a focus on Bayesian Optimization using Gaussian Processes. Designed for reliability, scalability, and ease of integration in production environments.

mcp-server-directory

by geminisgoats

Discover the best MCP servers for marketing & SEO content!

mcp-server-with-streamable-http-example

by jonigl

A simple MCP server with streamable HTTP transport

mcp-server-gpt-image

by pavelsukhachev

Model Context Protocol server for OpenAI GPT Image-1 - Advanced image generation and editing

harvest-mcp

by jpeggdev

An MCP (Model Context Protocol) server that provides tools for interacting with the Harvest API. This server exposes Harvest's time tracking, project management, and invoicing functionality through a standardized MCP interface.

macos-tools-mcp-server

by tornikegomareli

A Model Context Protocol server that brings macOS system tools directly inside your LLM client. Monitor system performance in real-time, analyze resource usage, search files with advanced patterns, and manage file tags using native macOS APIs.

mailchimp-mcp-server

by LokiMCPUniverse

MCP server for Mailchimp - Email marketing and automation platform

nimiq-mcp

by onmax

A Model Context Protocol (MCP) server for interacting with the Nimiq blockchain.

mcportfolio

by ebrandler

McPortfolio: A Model Context Protocol server providing 9 specialized tools for LLM-driven portfolio optimization using natural language, covering mean-variance to machine learning approaches.

zim-mcp-server

by zicojiao

A MCP server for reading and searching ZIM files

rongcloud-server-mcp-python

by rongcloud

rongcloud-server-mcp-python is an MCP server built on the FastMCP framework, integrating RongCloud instant messaging services. It supports user management, message sending, group operations, and more.

realtime-register-mcp

by zenjoy

An MCP server for interacting with the RealtimeRegister API

mcpcat-python-sdk

by MCPCat

MCPcat is an analytics platform for MCP server owners 🐱.

mcpcat-typescript-sdk

by MCPCat

MCPcat is an analytics platform for MCP server owners 🐱.

lemonade

by lemonade-sdk

Local LLM Server with NPU Acceleration

timesheet-mcp

by timesheetIO

Official Model Context Protocol (MCP) server for Timesheet API. Control your timer with natural language in Claude, Cursor, and other MCP-compatible clients. Track time, manage projects, and log expenses seamlessly.

NLWebNet

by jongalloway

A .NET 9 implementation of the NLWeb protocol for building natural language web interfaces with support for List, Summarize, and Generate query modes, plus Model Context Protocol (MCP) integration for AI clients.

decodo-mcp-server

by Decodo

The Decodo MCP server which enables MCP clients to interface with services.

Context

by SolomonNasara

Beautiful native macOS client for Model Context Protocol (MCP). Easily test, debug, and monitor MCP servers with a user-friendly interface. 🐙🌟

mcp

by geocoding-ai

MCP server to access free geocoding

image-process-mcp-server

by x007xyz

An MCP Server for image processing that uses the Sharp library to provide image manipulation functionality. 这是一个用于处理图片的MCP Server，使用 sharp 库提供图片处理功能。

ffmpeg-mcp

by ZizoTheDev

An MCP server for FFmpeg

email-mcp-server

by gabigabogabu

Model Context Protocol Server with IMAP and SMTP connectivity

TimeMCP

by chew-z

Golang MCP server to replace modelcontextprotocol/time MCP server

imagerecog

by DrBenjamin

MCP server for image recognition with Streamlit client app.

OmniMind

by Techiral

OmniMind: An open-source Python library for effortless MCP (Model Context Protocol) integration, AI Agents, AI workflows, and AI Automations. Plug & Play AI Tools for MCP Servers and Clients, powered by Google Gemini.

stk-mcp

by alti3

An MCP server allowing LLMs to interact with Ansys/AGI STK - Digital Mission Engineering Software

PixVerse-MCP

by PixVerseAI

Official PixVerse Model Context Protocol (MCP) server that enables interaction with powerful AI video generation APIs.

MiniMax-MCP

by mattheussnf

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech and video generation APIs.

aemet-mcp

by AnCode666

MCP server for check Spanish climate data using AEMET web API

MCP-Quantum-Server

by UjjwalSaini07

Seamlessly integrating APIs, advanced AI, and intelligent automation with Github & X, this state-of-the-art MCP framework revolutionizes server & client-side functionality. 🚀 With features like AI-powered Intelligent Notifications, it predicts critical updates and delivers custom alerts via email, ensuring smarter workflows.

voice-mcp-client

by baryhuang

A iOS/MacOS Swift MCP Client using voice interacting with python MCP servers both natively

MCP-Quantum-Server

by bakietd

Seamlessly integrating APIs, advanced AI, and intelligent automation with Github & X, this state-of-the-art MCP framework revolutionizes server & client-side functionality. 🚀 With features like AI-powered Intelligent Notifications, it predicts critical updates and delivers custom alerts via email, ensuring smarter workflows.

limesurvey-mcp

by edgarrmondragon

A MCP (Model Context Protocol) server for interacting with LimeSurvey.

liveblocks-mcp-server

by liveblocks

MCP server for Liveblocks.

IQA-Server

by kmamine

MCP Server for Image Quality Assesment

mcp_agent_connector

by Sumedh1599

Enables any MCP-compliant agentic platform (Claude, Grok, TypingMind, Cursor, etc.) to auto-discover generated MCP servers and sync capabilities from build metadata.

brave-search-mcp

by mikechao

An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search and News Search capabilities

mcp-simplelocalize

by GalvinGao

A MCP (Model Context Protocol) server implementation for SimpleLocalize.

text2sim-MCP-server

by IamCatoBot

Text2Sim MCP Server is a simulation engine that supports multiple modeling paradigms, including Discrete-Event Simulation (DES) and System Dynamics (SD). It integrates with LLMs using the Model Context Protocol (MCP), enabling powerful simulation capabilities within natural language environments like Claude Desktop.

timezone-toolkit

by Cicatriiz

Advanced MCP server providing comprehensive time and timezone tools.

DiffuGen

by CLOUDWERX-DEV

DiffuGen is a powerful yet user-friendly interface for local\edge image generation. Built on the Model Control Protocol (MCP), it provides a seamless way to interact with various Stable Diffusion models including Flux, SDXL, SD3, and SD1.5. Diffugen also features an OpenAPI Server for API usage and designed to support OpenWebUI OpenAPI Tool use.

gpt-image-1-mcp

by CLOUDWERX-DEV

A Model Context Protocol (MCP) server for generating and editing images using the OpenAI gpt-image-1 model.

facetron

by 13shivam

FaceTron is a high-performance face embedding server using ONNX Runtime, supporting dynamic multi-model loading, offline deployment, and scalable environments. It exposes an OpenAPI endpoint with MCP-compatible metadata and integrates with OpenTelemetry for observability.

mcp-searxng-enhanced

by OvertliDS

Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.

google-earth-engine-mcp

by cameronking4

MCP server for Google Earth Engine. Query Google Earth Engine with natural language. Fetch datasets, run tasks and visualize in chat.

mcp-openai-image-generation

by ai-zerolab

MCP Server for openai image generation

cookiecutter

by pyfunc

Cookiecutter Modular Project Template

zim-mcp-server

by ThinkInAI-Hackathon

A MCP server that enables AI models to access and search ZIM format knowledge bases offline

fluxlora-mcp

by darekrossman

An MCP server for generating high-quality images in a chosen artistic style by auto applying LoRA (Low-Rank Adaptation) models on top of Flux

myanimelist-mcp-server

by nicoaguerrero

MyAnimeList MCP Server

inception-core-server

by nbursa

Model–Context–Protocol (MCP) Server A modular, extensible Rust-based server providing short-term, long-term, and latent memory services, a chat endpoint backed by a BaseAgent + Sentience DSL, and seamless integration with ChromaDB and LLM services.

mcp_server_agentic_tool

by akramIOT

Github, Linear related MCP Server exposing a nuanced MCP Server Vulnerability at runtime

optuna-mcp

by optuna

The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.

AI_Agent_with_MCP

by vanthe9812

# AI_Agent_with_MCPThis project sets up a Model Context Protocol (MCP) server using Google's Agent Development Kit (ADK) to create intelligent agents that work together. 🤖 Explore the various agents designed for tasks like data analysis, web searches, and code generation. 🛠️

im-native-mcp-server

by rongcloud

基于 MCP 协议的融云 IM 服务（包装 Rust SDK）

image-worker-mcp

by BoomLinkAi

MCP server for image worker - Resize, transform, etc...

twitter-mcp-server

by anuragratna

tweet, sentiment analysis

mcp-server

by tech-inspire

Model Context Protocol server for images search using Inspire backend. Claude Dekstop ready

openai-image-1-ideogram-mcp

by Thelyoncrypt

OpenAI Image 1 Ideogram MCP - Enterprise-grade Model Context Protocol server for Ideogram v3.0 API with Style References, Rendering Speed Control, and Enhanced Features

mcp-optimizer

by dmitryanchikov

Mathematical Optimization MCP Server with PuLP and OR-Tools support

x-ray-mcp-agent

by emily-xie2

An MCP-compliant server and client for chest X-ray classification and segmentation using TorchXRayVision.

Neovim MCP Server

by bigcodegen

Control Neovim using Model Context Protocol (MCP) and the official neovim/node-client JavaScript library

mcp_media_generator

by dvejsada

MCP SSE server with tools to create images and videos using Amazon Nova models via AWS Bedrock.

podman-mcp-server

by manusa

Model Context Protocol (MCP) server for container runtimes (Podman and Docker)

mcp-server-motherduck

by motherduckdb

MCP server for MotherDuck and local DuckDB

task-tracker

by reminia

A mcp server for task management with Linear and time tracking with TrackingTime

webperfect-mcp-server

by splendasucks

webperfect-mcp-server

mcp-crypto-price

by truss44

A Model Context Protocol (MCP) server that provides real-time cryptocurrency analysis via CoinCap's API. Enables Claude and other MCP clients to fetch crypto prices, analyze market trends, and track historical data.

CursorMCPMonitor

by willibrandon

Real-time monitoring tool for Model Context Protocol (MCP) interactions in Cursor AI editor. Track, analyze, and debug AI context exchanges between LLM clients and servers. Supports log rotation, pattern matching, and color-coded event visualization.

mcphub.nvim

by ravitemer

A powerful Neovim plugin for managing MCP (Model Context Protocol) servers

nchan-mcp-transport

by ConechoAI

The best way to deploy mcp server. A high-performance WebSocket/SSE transport layer & gateway for Anthropic's MCP (Model Context Protocol) — powered by Nginx, Nchan, and FastAPI.

LLaMa-MCP-Streamlit

by Nikunj2003

AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).

mcp-images

by IA-Programming

## MCP-Images Looking for a powerful image processing server? MCP Server-Image provides enterprise-grade image handling with just a few lines of code. Perfect for AI applications, web services, and data processing pipelines. [Get Started](#installation) | [Support Us](https://www.buymeacoffee.com/blazzmocompany)

time-mcp

by yokingma

🚀 Time MCP Server: Giving LLMs Time Awareness Capabilities

anilist-mcp

by yuna0x0

AniList MCP server for accessing AniList API data

genesis-mcp

by dustland

MCP Server for Genesis World.

replicate-flux-mcp

by awkoy

MCP for Replicate Flux Model - A powerful tool for generating customized images and SVG assets that match specific coding vibes and aesthetic styles. Streamline your visual asset creation process with AI-powered design generation tailored for developers.

police-uk-api-mcp-server

by dwain-barnes

A Python-based MCP server providing tools to access and interact with the police.uk API, offering data on crimes, police forces, neighbourhoods, and stop-and-search incidents.

coco-app

by infinilabs

🥥 Coco AI App - Search, Connect, Collaborate, Your Personal AI Search and Assistant, all in one space.

mac_messages_mcp

by carterlasalle

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.

ChatGPT-x-DeepSeek-x-Grok-x-Claude-Linux-APP

by alexandephilia

Electron-based desktop applications for various AI chat platforms.

together-mcp-server

by manascb1344

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

VectorCode

by Davidyz

A code repository indexing tool to supercharge your LLM experience.

time-mcp

by sidharthrajaram

make agents time and date aware