Explore All MCP Servers

containerized-strands-agents

3.3

by mkmeral

Containerized Strands Agents is an MCP server that hosts isolated Strands AI agents in Docker containers, allowing for independent operation and persistent conversation history.

eunomia-mcp-server

3.3

by whataboutyou-ai

Eunomia MCP Server is an extension of the Eunomia framework that connects Eunomia instruments with MCP servers, providing a way to orchestrate data governance policies and integrate them with external server processes.

mcp-pandoc-md2pptx

3.3

by maekawataiki

The mcp-pandoc-md2pptx server converts Markdown content into PowerPoint presentations using Pandoc.

mcp-devcontainers

3.3

by AI-QL

MCP Devcontainers is a server designed to generate and configure development containers using devcontainer.json files.

astro_mcp

3.3

by SandyYuan

Astro MCP is a modular Model Context Protocol (MCP) server designed to provide unified access to multiple astronomical datasets through a clean, extensible architecture.

lerian-mcp-server

3.3

by LerianStudio

The Lerian MCP Server connects AI assistants to the Lerian financial system, providing access to documentation, APIs, and troubleshooting support.

pgsql-mcp-server

3.3

by leixiaotian1

A Model Context Protocol (MCP) server for interacting with a PostgreSQL database, enabling AI assistants to execute SQL queries and manage database tables.

CyberShield-MCP

3.3

by jmatias2411

CyberShield MCP es un servidor MCP diseñado para ejecutar herramientas defensivas y tomar decisiones de seguridad con inteligencia artificial en sistemas Windows.

cisco-nso-mcp-server

3.3

by dbono711

Cisco NSO MCP Server is a Model Context Protocol server implementation for Cisco Network Services Orchestrator, enabling AI-powered network automation through natural language interactions.

slabby

3.3

by russwyte

Slabby is an MCP server designed to integrate Slab knowledge bases with AI coding agents, enabling seamless interaction with documentation.

mcp_linux_ssh

3.3

by subpop

An MCP server that allows AI assistants to execute commands on remote Linux systems via SSH, providing a secure and efficient way to manage and troubleshoot systems.

logicmonitor-mcp-server

3.3

by monitoringartist

The LogicMonitor MCP Server is a Model Context Protocol server designed to facilitate interaction between AI assistants like Claude and LogicMonitor infrastructure.

stefans71_wordpress-mcp-server

3.3

by MCP-Mirror

A Model Context Protocol (MCP) server that enables AI assistants to interact with WordPress sites through the WordPress REST API.

doi-mcp

3.3

by tfscharff

The DOI Citation Verifier MCP Server is designed to prevent citation hallucination by verifying academic citations against 9 authoritative databases.

gaggiuino-mcp

3.3

by AndrewKlement

Gaggiuino MCP Server is a lightweight Model Context Protocol server designed for the Gaggiuino open-source espresso machine controller, enabling real-time data access and analysis.

DART-mcp-server

3.3

by snaiws

DART-MCP-서버는 한국의 전자공시시스템(DART) API를 활용하여 AI 모델이 상장 기업의 공시 정보에 접근할 수 있게 하는 Model Context Protocol(MCP) 서버입니다.

agentforce-mcp-xlengelle

3.3

by xlengelle-sf

The Agentforce MCP Server provides tools to interact with the Salesforce Agentforce API, enabling authentication, session creation, and message exchange with Agentforce agents.

akshare-mcp-server

3.3

by jadenmong

AKShare MCP Server is a financial data server leveraging the Model Context Protocol to provide AI assistants with robust financial data retrieval capabilities.

mcp-client-server-example

3.3

by rajeevchandra

This project demonstrates how a local AI agent can understand user queries and automatically call Python functions using Model Context Protocol (MCP) and Ollama for running a local LLM.

mcp-server-dify

3.3

by yuru-sha

Model Context Protocol Server for Dify AI, enabling LLMs to interact with Dify AI's chat completion capabilities.

twitter-mcp-server

3.3

by touchmeangel

Twitter client MCP Server where you only have to connect your account or auth token and let everything else be handled for you.

haris-musa_excel-mcp-server

3.3

by MCP-Mirror

A Model Context Protocol (MCP) server that lets you manipulate Excel files without needing Microsoft Excel installed.

mcp-safari-server

3.3

by stevenayl

A Model Context Protocol (MCP) server that provides programmatic control of Safari browser on macOS, ideal for web automation, testing, and debugging with AI assistants like Claude.

chrome-devtools-mcp

3.3

by ctrlShiftBryan

Chrome DevTools MCP is a Model-Context-Protocol server that allows AI coding assistants to control and inspect a live Chrome browser, providing automation, debugging, and performance analysis capabilities.

prefect-mcp-server

3.3

by fortunto2

The Prefect MCP Server provides a configuration using the `prefect-mcp-server` package with a reliable running mechanism via `uvx`, tailored for use with the Cursor IDE.

octocat-harry-potter-mcp-server

3.3

by jonico

The Model Context Protocol (MCP) server is a versatile tool designed to facilitate seamless integration and interaction with various APIs through a standardized protocol.

swift-mcp-server

3.3

by anhptimx

The Swift MCP Server is a professional implementation of the Model Context Protocol (MCP) in Swift, designed to provide advanced static analysis and architectural insights for Swift codebases.

gemini-mcp

3.3

by holocode-ai

Gemini MCP Server is a comprehensive Model Context Protocol server for Google Gemini AI services, offering advanced multimodal generation capabilities.

gas-fakes-mcp

3.3

by tanaikech

The Model Context Protocol (MCP) server facilitates secure and efficient execution of AI-generated scripts within a sandboxed environment, specifically for Google Workspace automation.

infomate-mcp

3.3

by agudulin

The Model Context Protocol (MCP) server is designed to fetch and manage news data from various sources, providing a structured and efficient way to access the latest information.

MathAgent

3.3

by ArjunKrish7356

This repository contains an MCP server for mathematical calculations.

SCB-MCP

3.3

by isakskogstad

SCB MCP Server provides structured access to Sweden's official statistics via the PX-Web API v2.

android-mcp-server

3.3

by alguojian

An Android server application based on the MCP Kotlin SDK, utilizing the SSE (Server-Sent Events) protocol.

mj-mcp

3.3

by Lala-0x3f

A MCP server implementation for generating images with Midjourney.

CyberNewsMCP

3.3

by sganiere

The Cybersecurity RSS MCP Server is a Model Context Protocol server designed to provide comprehensive access to cybersecurity RSS feeds, offering advanced search, summarization, and trending topic analysis capabilities.

mcp-arangodb-async

3.3

by PCfVW

The ArangoDB MCP Server for Python is a comprehensive, production-ready server that exposes advanced ArangoDB operations to MCP clients using an async-first Python architecture.

concurrent-browser-mcp

3.3

by sailaoda

A concurrent browser MCP server built on Playwright, supporting multiple browser instances and automation tasks.

pexels-mcp-server

3.3

by CaullenOmdahl

A Model Context Protocol (MCP) server that provides access to the Pexels API, allowing AI models to search for and retrieve photos, videos, and collections from Pexels.

SimpleCheckList

3.3

by DevMayur

SimpleCheckList is an advanced task and project management MCP server designed to enhance productivity through hierarchical organization, AI-powered planning, and comprehensive analytics.

mcp

3.3

by florentine-ai

The Florentine.ai Model Context Protocol (MCP) server enables natural language querying for MongoDB data integration into custom AI Agents or AI Desktop Apps.

geocode-mcp

3.3

by X-McKay

The Geocode MCP Server is a Model Context Protocol server designed to provide latitude and longitude coordinates for cities and areas using the OpenStreetMap Nominatim API.

Appium-MCP-AI-Driven-Mobile-Automation-on-Android

3.3

by mvsaran

The Model Context Protocol (MCP) server is a powerful tool designed to facilitate AI-driven automation by providing a structured communication protocol between AI models and automation frameworks like Appium.

mcp-server-diff-python

3.3

by tatn

An MCP server for obtaining text differences between two strings using Python's difflib.

multi-service-mcp-server

3.3

by AdamPippert

A modular server implementing the Model Context Protocol (MCP) standard, providing tools for various integrations.

defcon-mcp-server

3.3

by jorisvddonk

This is a Model Context Protocol (MCP) server for the game DEFCON, enabling AI tools to play the game.

mcp-terminal-server

3.3

by RichardTheuws

Terminal server implementation for Model Context Protocol (MCP). Provides secure and controlled access to terminal commands and npm operations.

MCP-Server-Couchbase

3.3

by Aniket310101

A Model Context Protocol (MCP) server that enables LLMs to interact directly with Couchbase databases on Capella clusters.

ProteinAtlas-MCP-Server

3.3

by Augmented-Nature

The Unofficial Human Protein Atlas MCP Server provides comprehensive access to Human Protein Atlas data, offering insights into protein expression, subcellular localization, pathology, and more.

mcp-github-reader-prod

3.3

by skydeckai

MCP GitHub Reader is a lightweight server that integrates GitHub repositories into context for large language models using the Model Context Protocol.

mcp-options-order-flow-server

3.3

by fintools-ai

The MCP Options Order Flow Server is a high-performance server designed for real-time options order flow analysis, pattern detection, and institutional bias tracking through an intuitive Model Context Protocol (MCP) interface.

vantage-mcp

3.3

by chronista-club

Vantage Server is a robust process management server designed for Claude Code, utilizing the Model Context Protocol (MCP) to manage processes as resources.

One-Stop-Shop-N8N-MCP

3.3

by Zevas1993

n8n-MCP is a comprehensive Model Context Protocol server designed to provide AI agents with full access to n8n workflow automation, enabling them to discover, create, manage, and verify workflows efficiently.

metersphere-mcp-server

3.3

by metersphere

MeterSphere MCP Server is a Model Context Protocol Server designed for API testing, allowing LLM clients to interact with testing services through a standardized protocol.

waldzell-metagames-server

3.3

by waldzellai

The Waldzell Metagames MCP Server offers a library of game-theoretic workflows to address challenges in software development, project management, and operations research.

datadog-mcp

3.3

by ppandrangi

The Datadog MCP Server is a comprehensive Model Context Protocol server designed for seamless integration with Datadog, offering full CRUD access to Datadog APIs using modern asynchronous patterns.

0g-mcp-server

3.3

by Econyx-ai

The 0g MCP Server is a Model Context Protocol server designed for accessing 0g.ai documentation and code examples, built using the Mastra MCP framework and Bun.

mcp-mineru

3.3

by TINKPA

MCP-MinerU is a Model Context Protocol server designed to enhance PDF parsing capabilities using the MinerU library.

school-mcp

3.3

by 54yyyu

A Model Context Protocol (MCP) server for academic tools, integrating with Canvas and Gradescope platforms.

apple-mcp

3.3

by chrimerss

Apple MCP Tools Enhanced is a collection of advanced tools for managing emails and other Apple-native applications using the Model Context Protocol.

activitywatch-mcp

3.3

by promptping-ai

The ActivityWatch MCP Server is a Swift-based implementation of the Model Context Protocol server, designed to provide structured access to time tracking data for AI assistants.