Explore All MCP Servers

roblox-studio-mcp-server-updated

10

by dmae97

The project is a specialized Model Context Protocol server for Roblox Studio, enabling the development of applications with integrated tools and resources. Its features enhance development and deployment processes with robust security, performance monitoring, and Docker compatibility.

mcp-server-raygun

10

by MindscapeHQ

Raygun MCP Server is a Model Context Protocol server that integrates with Raygun's API V3 for advanced Crash Reporting and Real User Monitoring applications. It offers extensive management options for applications, error handling, performance monitoring, and team collaboration. The server ensures a streamlined setup with Claude Desktop and includes detailed debugging tools.

mcp-server-firebase

10

by gemini-dk

The Firebase MCP Server offers a unified access interface to different services in Firebase, including Authentication, Firestore, and Storage, enhancing interaction with these services through a standardized protocol.

qasphere-mcp

10

by Hypersequent

The QA Sphere MCP Server is designed to integrate the QA Sphere test management system with various development environments via the Model Context Protocol. It allows developers to interact with test cases using Large Language Models, enhancing test management workflows.

Langflow-DOC-QA-SERVER

10

by GongRzhe

Langflow-DOC-QA-SERVER is an MCP server that facilitates document Q&A via a Langflow backend. It allows users to create document-querying flows and interact with content using a simple query interface. Designed for developers familiar with Langflow and MCP.

mcp-server-ollama-deep-researcher

10

by Cam10001110101

The Ollama Deep Researcher is an MCP server that aids AI in performing deep research on topics using local LLMs via Ollama. It is designed for comprehensive research workflows, providing tools for generating and refining summaries based on web searches.

okta-mcp-server

10

by fctr-id

The Okta MCP Server is a tool that allows AI models to manage and analyze resources within an Okta environment using the Model Context Protocol. It provides an interface for AI systems to interact seamlessly with Okta, enhancing functionality for security teams and administrators with a focus on user and group management, among other features.

Figma-Context-MCP

10

by 1yhy

The project is an MCP server enabling integration of Figma design files with AI coding tools to enhance code generation accuracy and efficiency. It offers features like converting design data into useful formats for AI models and supports obtaining detailed design information.

attio-mcp-server

10

by hmk

The project is an MCP server designed for Attio, allowing AI-native CRM connectivity for MCP clients. It provides capabilities such as reading and writing company data through the Attio API.

confluence-mcp-server

10

by KS-GEN-AI

The Confluence Communication Server is a TypeScript-based MCP server providing tools to interact with Confluence, including searching, retrieving, and updating page content. It highlights core MCP concepts through its functionalities.

MCPSqlServer

10

by ian-cowley

This project provides a standalone Model Context Protocol server to integrate SQL Server capabilities within Windsurf IDE. It supports database schema exploration, query execution, integration with Windsurf, and handles requests through a JSON protocol, enhancing SQL development workflows.

jiang-feishu-mcp

10

by upJiang

Feishu Document MCP is a Model Context Protocol service designed to facilitate direct access to Feishu document spaces through AI clients. It supports listing document spaces and works seamlessly with AI applications like Cursor.

zh_mcp_server

10

by Victorzwx

zh_mcp_server is an MCP server facilitating automated article generation and publication on Zhihu. It provides tools for integration with large models and handles browser interactions for posting articles.

BlueSky-MCP

10

by berlinbra

BlueSky MCP Server is a Model Context Protocol server that interfaces with the BlueSky social network API to gather user profile and social graph data. It includes features like authentication management, error handling, and pagination support, and operates under the MIT License.

todoMCP

10

by jhirono

Microsoft To Do MCP is a service that facilitates managing Microsoft To Do tasks through an AI assistant by leveraging the Model Context Protocol. It uses Microsoft Graph API to provide functionality for creating, updating, and deleting tasks and task lists. The setup requires Azure App registration and Node.js environment.

geekbot-mcp

10

by geekbot-com

Geekbot MCP acts as a bridge, allowing LLM clients to access and interact with Geekbot data effortlessly. Key features include listing standups, polls, fetching reports, and viewing team members, all integrated seamlessly into natural conversations.

terraform-cloud-mcp

10

by severity1

This project is an MCP server facilitating the integration of AI assistants with the Terraform Cloud API, enabling natural language management of infrastructure. It features comprehensive management tools across accounts, workspaces, projects, and runs.

unity-mcp

10

by wondeks

Unity MCP Server enhances Unity Editor actions by allowing AI-integrated MCP clients to execute tasks efficiently. It acts as a central communication hub for streamlined workflow in Unity development.

insta-mcp

10

by taskmaster-ai

The Instagram DM MCP Server is designed to facilitate interaction with Instagram's direct messaging using the Model-Consumer Protocol. It supports reading and sending messages, authentication methods, and integrates with Claude Desktop.

pocketbase-mcp

10

by mabeldata

The PocketBase MCP Server allows users to interact and manipulate records and files within a PocketBase instance. It supports operations like fetching, listing, creating, and updating records, and includes a powerful migration system for database changes.

consulting-agents-mcp

10

by MatthewPDingle

ConsultingAgents MCP Server enables integration with Claude Code to provide access to expert AI consultants like Darren, Sonny, Sergey, and Gemma, offering a multi-model perspective on coding problems. It supports multiple transport options and seamless integration for enhanced coding problem analysis.

Owasp-Zap-MCP-Server-Demo

10

by shadsidd

The OWASP MCP Server is designed to enhance OWASP ZAP's security scanning capabilities by providing real-time control through a WebSocket-based server. It facilitates automation, error handling, and integration into CI/CD pipelines, making security assessments more efficient.

chess-mcp

10

by turlockmike

The Chess Analysis Assistant for Claude enables users to analyze chess positions with Stockfish evaluations inside Claude. It features position evaluation, board representations, and access to a database of master games, enhancing strategic chess analysis.

gumroad-mcp

10

by rmarescu

Gumroad MCP Server provides a Model Context Protocol implementation that allows AI clients to interact with the Gumroad API. It supports managing sales, products, and offer codes and can be integrated with MCP-compatible tools like Claude Desktop.

kakao-api-mcp-server

10

by jeong-sik

This server integrates KakaoMap and Daum Search API functionalities into an MCP server, facilitating API access for AI models. It supports various mapping and search operations, requiring a valid Kakao REST API Key.

mcp-chat-analysis-server

10

by rebots-online

The MCP Chat Analysis Server is a tool for analyzing chat data with functionalities like semantic search, concept extraction, and conversation analytics, utilizing vector embeddings and knowledge graphs for enhanced analysis.

headless-editor-mcp

10

by oakenai

The project is a headless code editor server that supports multiple programming languages through LSP and offers AI-assisted code manipulation via MCP. It includes features like secure file operations and session-based editing, primarily supporting TypeScript and JavaScript.

kanban-mcp

10

by bradrisse

Kanban MCP integrates Planka kanban boards with Cursor's Machine Control Protocol to enable AI assistants to help manage tasks. It allows for seamless project management with features like task creation, commenting, and time tracking. It supports several collaboration strategies between humans and AI.

github-projects-mcp

10

by Arclio

The GitHub Projects V2 MCP Server is a tool designed to manage GitHub Projects V2 using the GraphQL API. It supports listing, creating, updating, and deleting project items, and can be used with various MCP clients. Key features include seamless project management and integration capabilities.

mcp-youtube

10

by sparfenyuk

The Youtube MCP Server integrates with AI assistants to facilitate video data handling using the Model Context Protocol. It primarily provides features like downloading captions and summarizing videos, acting as a bridge between the Youtube API and AI tools.

mcp-confluence

10

by mouhamadalmounayar

Mcp-Confluence is a server that provides a Confluence context, allowing users to interact with Confluence pages and blog posts via predefined commands. It is particularly designed to be used with Zed for streamlined operation.

linkedin-mcp

10

by rugvedp

The LinkedIn Profile Analyzer MCP is a server that interacts with LinkedIn's API to analyze LinkedIn post data, and integrates with Claude AI. It provides various features such as post fetching, keyword searching, and engagement analysis.

mcp-storage-server

10

by storacha

Storacha MCP Storage Server is a decentralized storage service for AI applications, using the Model Context Protocol for standardized file operations. It supports decentralized data exchange and integrates with AI frameworks, offering free storage options to users.

strava-mcp

10

by kw510

This project is an MCP server featuring built-in Strava OAuth capabilities, meant for remote MCP connections. It demonstrates the integration of OAuth providers with MCP servers, leveraging Cloudflare Workers for deployment.

shell-mcp-server

10

by blazickjp

Shell MCP Server provides secure shell command execution for AI applications, featuring cross-platform support and multiple shells. It ensures security through directory isolation and permission management, embodying the Model Context Protocol.

mcp-gmail-gas

10

by kazuph

MCP Gmail is a server designed to integrate Gmail with Claude Desktop or any MCP client using Google Apps Script. It provides functionalities like searching emails, retrieving email content, and downloading attachments while requiring certain software prerequisites.

mcp-claude-spotify

10

by imprvhub

MCP Claude Spotify is a tool that enables the Claude Desktop application to connect with Spotify using the Model Context Protocol. It offers features like track searching, playlist management, and playback control, enhancing the user experience by integrating Spotify's capabilities directly into Claude Desktop.

mcp-server-dify

10

by yuru-sha

The mcp-server-dify is a Model Context Protocol server designed to facilitate interaction between large language models and the Dify AI chat completion service. It features integration with Dify AI's API and includes a specialized tool for restaurant recommendations, supporting conversation context and streaming responses.

calculator-mcp-server

10

by huhabla

Mathematical Calculator MCP Server enhances Claude with advanced mathematical capabilities, including solving equations, statistical analysis, and matrix operations, using a Python environment for integration and development.

claude-memory-mcp

10

by WhenMoon-afk

Claude Memory MCP Server provides persistent memory capabilities for Large Language Models to integrate with the Claude desktop application, using a tiered memory architecture and semantic search for intelligent memory management. It supports both Docker and standard installation, making it versatile and easy to integrate.

n8n_MCP_server_complete

10

by dopehunter

The n8n MCP Server is a Model Context Protocol server designed to integrate n8n workflows within large language models and AI agents. It provides features for listing, executing, and monitoring workflows through a compatible MCP interface.

code2prompt-mcp

10

by ODAncona

Code2prompt-mcp is a Model Context Protocol server designed to generate contextual prompts from codebases, facilitating AI assistants' understanding of code repositories. It utilizes a high-performance library to produce structured summaries that optimize language model consumption.

RedNote-MCP

10

by zoldyrk

RedNote-MCP is an MCP server designed for easy integration with the RedNote platform (XiaoHongShu). It offers a lightweight and customizable server with a simple API for developers. The project is community-driven and continuously improved through open-source contributions.

arxiv-latex-mcp

10

by takashiishida

The arxiv-latex MCP Server enables direct access to arXiv papers' LaTeX source through MCP clients. This approach enhances the understanding of mathematical content, crucial for precise interpretation in technical fields.

systemprompt-mcp-core

10

by Ejb503

Systemprompt-agent-server is a specialized MCP server designed for creating and managing AI agents with a powerful prompt and tool management system. It integrates with compatible clients for seamless agent interactions and supports advanced features such as type-safe integration and real-time notifications.

mcp-pyodide

10

by yonaka15

mcp-pyodide is a Pyodide server designed to execute Python code through the Model Context Protocol (MCP), specifically for Large Language Models (LLMs). It supports multiple transport modes and offers robust implementation in TypeScript.

descope-mcp-server-stdio

10

by descope-sample-apps

The Descope MCP server is designed to facilitate interaction with Descope's Management APIs, providing tools for searching audits, managing users, and configuring server settings through Claude Desktop. It offers automatic and manual installation paths, along with detailed setup and configuration instructions.

clarity-mcp-server

10

by microsoft

The project is a Model Context Protocol server for Microsoft Clarity's data export API, facilitating analytics data retrieval through MCP clients. It features filtering by dimensions and integration with tools like Claude for Desktop, while ensuring ease of setup and use.

deep-research-mcp

10

by pinkpixel-dev

The Deep Research MCP Server is a compliant server designed for intricate web research. It uses advanced APIs to gather and structure vast information into JSON, making it ideal for creating markdown documents through Large Language Models. It is configurable for integration into various AI systems.

apollo-io-mcp-server

10

by lkm1developer

Apollo.io MCP Server is a powerful integration tool that allows AI assistants to seamlessly interact with the Apollo.io API to access and manipulate data related to people and organizations. It features secure authentication, real-time data access, and an easily extensible architecture.

dbt-semantic-layer-mcp-server

10

by TommyBez

The dbt Semantic Layer MCP Server enables natural language querying of the dbt Semantic Layer via AI assistants. It facilitates metric discovery, data analysis, and visualization, acting as a bridge between AI tools and dbt metrics.

k8s-pilot

10

by bourbonkk

k8s_pilot is a centralized control plane server designed to manage multiple Kubernetes clusters efficiently. It offers features like multi-cluster context switching, CRUD operations on Kubernetes resources, and enhanced management capabilities through MCP integration.

notionMCP

10

by Sjotie

The Notion MCP Server enables seamless integration between AI assistants like Claude and Notion workspaces, allowing for advanced management of Notion databases, pages, and blocks. It provides a set of tools for querying and updating Notion content efficiently.

npm-search-mcp-server

10

by btwiuse

The npm-search MCP Server is a Model Context Protocol server designed to search for npm packages by executing the `npm search` command. It features configuration options for integration with applications like Claude and Zed, and supports different installation methods including npm and uvx.

limitless-mcp-server

10

by manueltarouca

This project offers a basic MCP server/client setup to interact with the Limitless Developer API through GET endpoints. It enables users to expose API endpoints as MCP tools and call them from a client using a unified codebase.

sleep-mcp

10

by Garoth

The Sleep MCP Server is a tool designed to add delays between operations using a simple sleep or wait mechanism. It's useful in applications requiring pauses between processes, such as during API calls.

archy-mcp

10

by phxdev1

Archy is a Model Context Protocol server designed to generate architectural diagrams from natural language descriptions and GitHub URLs using Mermaid syntax. It supports various types of diagrams and offers integration with OpenRouter for AI-powered enhancements. The project simplifies the creation and export of diagrams, making it user-friendly and efficient for developers.

mcp-music-analysis

10

by hugohow

MCP Music Analysis is a Model Context Provider for audio analysis using librosa and MCP protocol. It supports analyzing beats, MFCC, spectral centroids, and others from local files or online links. This project also integrates with Claude Desktop for seamless use.

Supabase-MCP

10

by NightTrek

Supabase MCP Server is a tool for interacting with Supabase databases, enabling users to query database tables and generate TypeScript types through the MCP interface. It integrates with platforms like Claude Desktop and VSCode for enhanced productivity.

solana-mcp

10

by Grandbusta

The Solana MCP Server enables users to interact with the Solana blockchain using their own private key. It offers features like fetching the latest slot, retrieving wallet balances and addresses, and transferring SOL. The project can be installed via Smithery or set up manually.