Explore All MCP Servers

TorobjoMCP

12

by TahaBakhtari

Torobjo MCP Server is a robust implementation of the Model Context Protocol, integrating Torob product search with Instagram content analysis. It is designed for high performance and reliability using FastMCP, optimized for Claude Sonnet integration.

mcp-caiyun-weather

12

by caiyunapp

The Caiyun Weather MCP Server provides a variety of weather-related tools to retrieve real-time, forecast, historical, and alert weather data. Users interact with the tools using APIs and must have a valid API token for access.

mcp-abap-adt

12

by mario-andreschak

Mcp-abap-adt is a server solution designed to facilitate the interaction between development tools and SAP ABAP systems via the Model Context Protocol. It supports tools like Cline for accessing ABAP source code and structures, enhancing ABAP development productivity.

gsuite-mcp

12

by rishipradeep-think41

The Google Workspace MCP Server is a tool that enables programmatic interaction with Gmail and Calendar APIs through a Model Context Protocol server, facilitating email and event management. It supports features like listing emails, searching emails, and managing calendar events with advanced capabilities.

pptx-mcp

12

by samos123

The PPTX MCP Server is a FastMCP-powered tool for creating, editing, and rendering PowerPoint presentations programmatically. It supports adding text, shapes, images, and rendering slides as images, making it a versatile solution for automated presentation generation.

gomcp

12

by lightpanda-io

Lightpanda Go MCP server is an MCP server implemented in Go, providing tools for integration with the Lightpanda Browser via the CDP protocol. It supports various configuration options, including integration with Claude Desktop.

apple-notifier-mcp

12

by turlockmike

Apple Notifier MCP Server is a tool for sending native macOS notifications and interacting with system dialogs through any MCP-compatible client. It supports features such as sending notifications, displaying prompts, text-to-speech, taking screenshots, and file selection. This server is designed to work on macOS systems and requires Node.js and an MCP-compatible client for full functionality.

agent_construct

12

by batteryshark

Agent Construct is an MCP server that facilitates standardized access to tools and context for AI applications, similar to how The Matrix's Construct provides resources. Its architecture features FastAPI, ensuring high performance and modular design for tool execution and context management.

MCP-Think

12

by iamwavecut

MCP-Think is a server for implementing a Think Tool that assists large language models in recording and revisiting their reasoning processes. Notable features include managing and analyzing thought records to enhance understanding of model reasoning.

ecovacs-mcp

12

by ecovacs-ai

Ecovacs has launched an MCP Server that integrates their core APIs with the MCP protocol, making it the first robot service provider to do so. This server enables developers to easily incorporate robot control services into applications, enhancing development efficiency.

qiniu-mcp-server

12

by qiniu

Qiniu MCP Server is designed to integrate Qiniu Cloud's storage and multimedia services with AI model clients through the Model Context Protocol. It offers functionalities for storage management, multimedia transformations, and CDN integration, facilitating seamless operations within AI-driven contexts.

mcp-server-helius

12

by dcSpark

The MCP Helius project is an MCP server designed to interface with Solana blockchain using the Helius API. It provides tools for managing wallets, transactions, and digital assets, making blockchain data accessible through the Claude Desktop application.

mcp-code-review-server

12

by crazyrabbitLTC

Code Review Server is a custom MCP server designed for performing code reviews using Repomix and various large language models. It provides structured reviews with specific issues and recommendations and supports multiple LLM providers, offering tools for detailed code analysis and evaluation.

compiler-explorer-mcp

12

by torshepherd

Compiler Explorer MCP is a Model Context Protocol server that links large language models to the Compiler Explorer API. It allows compilation and examination of code, compiler features, and optimizations across various languages and compilers.

mcp-pinterest

12

by terryso

The Pinterest MCP Server is a Model Context Protocol server designed for image search and retrieval on Pinterest. It features integration with Cursor IDE, headless browser support, and allows for image downloading with customizable configurations. Its primary goal is to facilitate detailed Pinterest image data handling.

mcp-server-auto-commit

12

by jatinsandilya

This project is a Git changes analyzer that auto-generates commit messages using AI models from OpenAI. It is intended for developers to streamline their workflow by automating the commit message generation process while analyzing staged and unstaged changes in a Git repository.

things-fastmcp

12

by excelsier

Things MCP Server allows users to manage their task data in the Things app through AI-powered interactions with Claude Desktop. It features natural language task creation, project analysis, and productivity workflows. Users benefit from seamless integration with their existing task management system.

surf-mcp

12

by ravinahp

Surf MCP Server is an MCP server designed for surfers to fetch and analyze tide information for optimal surfing times. It features robust error handling and utilizes the Storm Glass API to provide detailed tide data for specific locations and dates.

china-stock-mcp-server

12

by peikuo

China Stock MCP Server is designed to provide easy access to a wide array of Chinese stock market data via a unified API. It features real-time, historical, and fundamental data, alongside market intelligence and technical indicators. The server is built using AKShare and FastMCP.

mcp-terragrunt-docs

12

by Excoriate

The Terragrunt Docs Provider is an MCP server developed using Deno and TypeScript, focused on providing detailed documentation and GitHub issue tracking for Terragrunt users. It aims to enhance the accuracy of AI-assisted autocompletion for Infrastructure as Code (IaC) configurations.

podman-mcp-server

12

by manusa

Podman MCP Server is a robust and flexible server for managing container runtimes like Podman and Docker. It offers integrations with popular coding environments and easy setup options for AI agent applications.

dbt-cli-mcp

12

by MammothGrowth

The DBT CLI MCP Server is a Model Context Protocol server that facilitates interaction with dbt projects through standardized MCP tools. It allows AI coding agents to execute dbt commands and supports major dbt operations with command-line interface access.

sequential-thinking-recall

12

by recallnet

Sequential Thinking MCP Server is designed for dynamic problem-solving using structured thinking processes. It integrates with Recall for securely storing and managing sequential thinking logs, allowing users to revise and refine their thoughts effectively.

mcp-server-aws-resources-python

12

by baryhuang

AWS Resources MCP Server is a Model Context Protocol implementation that facilitates querying and managing AWS resources using Python and boto3. It provides a Docker-based deployment for ease of use and is tailored for Python developers seeking an alternative to existing AWS management solutions.

mcp-kibela

12

by kj455

mcp-kibela is a Model Context Protocol server that facilitates AI assistant interaction with Kibela. It provides features for searching, retrieving, creating, and updating notes stored in Kibela securely. It requires Node.js, an MCP client, and a Kibela access token.

alibabacloud-dms-mcp-server

11

by aliyun

AlibabaCloud DMS MCP Server is an AI-powered unified data management gateway designed to integrate and manage data across multiple sources securely. It supports a wide range of databases and provides key features like NL2SQL and fine-grained access control, making it a versatile tool for data access and security.

unreal-mcp

11

by runeape-sats

The Unreal Engine MCP Server for Claude Desktop is a Python-based server that connects Claude Desktop with Unreal Engine 5.3, allowing users to create and manipulate 3D scenes through text prompts. This integration represents a significant step toward automating 3D scene generation and manipulation using natural language processing.

semanticscholar-MCP-Server

11

by JackKuo666

The Semantic Scholar MCP Server project provides a Model Context Protocol server to facilitate interactions with the Semantic Scholar API. The server aids in searching academic papers, retrieving detailed information on papers and authors, and collecting citations and references.

mcp-obsidian

11

by fazer-ai

This project provides an MCP server for integrating LLMs with Obsidian through a Local REST API. It supports various operations within Obsidian, making it versatile for managing notes and executing commands programmatically.

mcp-hetzner

11

by dkruyt

The Hetzner Cloud MCP Server allows structured interaction with the Hetzner Cloud API, enabling management of cloud resources through language models. It features server, volume, firewall, and SSH key management, with integration for Claude Code.

mapbox-mcp-server

11

by AidenYangX

Mapbox MCP Server is a Model Context Protocol Server designed to interface with the Mapbox API, offering tools for navigation and search functionalities. It includes features for getting directions, calculating travel time matrices, and geocoding. The server supports comprehensive error handling and is structured for easy deployment.

AACT_MCP

11

by navisbio

The AACT Clinical Trials MCP Server is an implementation that allows access to the AACT database, facilitating AI-driven queries on clinical trial data from ClinicalTrials.gov. It uses the FastMCP framework to offer tools and resources for database interaction and analysis.

mcp-soccer-data

11

by yeonupark

MCP-Soccerdata is an open-source server that integrates with SoccerDataAPI to provide real-time football match information through natural language interactions. It is designed for MCP-enabled clients and leverages large language models for data delivery.

zotero-mcp-server

11

by swairshah

The Zotero MCP Server allows users to programmatically access and manage their Zotero library. It provides features like paper searching, note management, and paper summaries, and can be integrated with various MCP clients.

mcp-server-chinarailway

11

by other-blowsnow

This project appears to be an MCP server called '12306 MCP Service', designed to deliver server functionalities for the Model Context Protocol (MCP).

mcp-lambda-sam

11

by markvp

The MCP Lambda SAM project provides a serverless infrastructure for implementing the Model Context Protocol using AWS Lambda and SAM. It enables both administrative configurations and client interactions through various connection and streaming functionalities.

reddit-mcp

11

by GridfireAI

Reddit MCP is a plug-and-play Model Context Protocol server allowing users to browse, search, and read Reddit content. It provides reliable parameter validation and uses the PRAW library for interaction with Reddit, supporting various MCP clients for seamless integration.

entra-id-mcp-server-session-demo

11

by dend

This project showcases a minimal implementation of an MCP server integrated with Entra ID authentication, utilizing HTTP+SSE transport. It emphasizes session management via token-like mechanisms and is intended for demonstration purposes only.

mcp-server-macos-defaults

11

by g0t4

MCP Server MacOS Defaults is a tool designed to facilitate the management of macOS settings via command-based defaults. It includes utilities for listing, finding, reading, and writing system settings. For development, it offers streamlined building, publishing, and debugging features with support from MCP Inspector.

okta-mcp-server

11

by kapilduraphe

The Okta MCP Server enables seamless integration with Okta's user management system, providing extensive tools for managing users and groups, as well as onboarding automation features. It is designed to enhance the capabilities of Claude by allowing operational control through Okta's APIs.

deno2-playwright-mcp-server

11

by jakedahn

This project is a Model Context Protocol server that uses Playwright for browser automation. It facilitates interaction between LLMs and web pages by providing features like executing JavaScript and capturing screenshots. The server can be built for various operating systems using Deno 2.

mcp-jobs

11

by mergedao

mcp-jobs is a job aggregation service utilizing the MCP architecture, providing structured job data from popular recruitment platforms for large model processing. It supports flexible job searches and real-time data updates.

dolphinscheduler-mcp

11

by ocean-zhc

DolphinScheduler MCP Server is designed to bridge AI models with Apache DolphinScheduler, facilitating workflow management through standardized protocols. It offers comprehensive tools and easy configuration for seamless API integration.

sendgrid-mcp

11

by Garoth

This project is a Model Context Protocol (MCP) server that interfaces with SendGrid's Marketing API to manage email marketing and contact services. The server only supports the latest v3 APIs and provides features such as contact management, dynamic template creation, and robust email sending functionalities.

mcp-gitlab-server

11

by yoda-digital

GitLab MCP Server is a powerful integration tool that enables AI assistants to interact seamlessly with GitLab resources. It offers extensive API support, standardized response formats, and documentation to streamline AI-powered development workflows. Featuring strong TypeScript typing, it ensures type safety and efficiency in operations.

mac-apps-launcher

11

by JoshuaRileyDev

This project is an MCP server that enables users to launch and manage macOS applications. It offers features like listing installed applications, launching applications by name, and opening files with specified applications.

mcp-neo4j-memory-server

11

by JovanHsu

The MCP Neo4j Knowledge Graph Memory Server is designed to store and retrieve data during AI assistant and user interactions using Neo4j's graph database for improved performance and scalability. It features robust graph querying capabilities and is fully compatible with the MCP protocol, making it suitable for complex knowledge graph applications.

mcp-file-merger

11

by exoticknight

The File Merger MCP Server is a utility designed to merge multiple files into one, with an emphasis on simplicity, speed, and security. It offers tools to merge files and list accessible directories, making it both functional and versatile.

swagger-mcp-server

11

by tuskermanshu

Swagger MCP Server is a tool designed to parse Swagger/OpenAPI documents and generate TypeScript types and API clients. It supports integration through the Model Context Protocol and can handle large documents efficiently with caching and lazy loading.

mcp-code-sandbox

11

by chrishayuk

The MCP Code Sandbox Server is designed to provide secure and isolated environments for executing Python code. Its extensible architecture allows integration with various code execution backends, and it includes tools for sandbox administration, code execution, and file management.

memory-bank-mcp-server

11

by t3ta

Memory Bank MCP Server is a solution for managing project memory and documentation using MCP, facilitating consistent project context for AI agents. The project is structured to operate across global and branch-specific memory banks stored in JSON.

mcp-structured-thinking

11

by Promptly-Technologies-LLC

Structured Thinking MCP Server is a TypeScript implementation designed to assist LLMs in crafting mind maps for exploring idea spaces. It incorporates metacognitive elements to aid the thought process, with functionalities like thought quality scoring and branching.

ahrefs-mcp-server

11

by ahrefs

Ahrefs MCP is a server designed to integrate Claude Desktop and other AI assistants with Ahrefs, using the Model Context Protocol. It enables configuration and integration via a standardized setup and addresses common install issues through extensive documentation.

mcp

11

by pkgxdev

pkgx MCP is a Model Context Protocol server capable of running any Open Source tool through pkgx. It emphasizes ease of use and provides some security considerations, though caution is advised due to potential risks when accessing files.

GOATsolana-mcp

11

by FarseenSh

SolanaViz MCP Server is a tool designed to enable natural language interaction with Solana blockchain data. It features data analysis, visualization, price predictions, and security analysis for Solana tokens and wallets, making it a comprehensive tool for users wanting to explore blockchain data efficiently.

bioRxiv-MCP-Server

11

by JackKuo666

The bioRxiv MCP Server allows AI assistants to interface with the bioRxiv repository to search, access, and analyze biological papers effectively. It provides tools for searching papers and accessing metadata, facilitating advanced research in biological sciences.

mcp-canvas-lms

11

by DMontgomery40

Canvas MCP Server is designed to facilitate interaction with the Canvas API, allowing management of educational elements such as courses and assignments. It offers robust tools and error handling, ensuring reliable integration with platforms like Claude Desktop.

mcp-server-salesforce

11

by SurajAdsul

Salesforce MCP Server is a Model Context Protocol server that facilitates natural language interactions with Salesforce data. It provides features like object management and detailed schema information, making it easier to manipulate and search Salesforce data.

gmail-mcp

11

by shinzo-labs

Gmail MCP is a Model Context Protocol (MCP) implementation for the Gmail API, designed to provide an interface for comprehensive email management, including sending, retrieving, and managing messages and settings. It supports secure OAuth2 authentication and can be set up for both local and remote server configurations.

trello-mcp-server

11

by v4lheru

The Trello MCP Server is a Model Context Protocol server designed to provide comprehensive interaction with the Trello API. It features a modular architecture, full TypeScript support, and robust error handling, making it a suitable tool for developers who need to manage Trello resources programmatically.