Discover Awesome MCP Servers

Confluence MCP Server

Enables AI assistants to interact with Confluence Cloud for managing spaces, pages, and content via the Model Context Protocol (MCP).

Jira MCP Server

Enables natural language interaction with Jira for managing projects, issues, tasks, and workflows through the Model Context Protocol, allowing users to delegate PM tasks through Claude Desktop.

NumPy Calculator

A Model Context Protocol (MCP) server that provides mathematical calculations and operations using NumPy, enabling users to perform numerical computations like matrix operations, statistical analysis, and polynomial fitting directly through Claude.

Telegram MCP Server

A bridge allowing Claude Desktop to access Telegram chats and messages via the Model Context Protocol, providing read-only capabilities to retrieve dialogs and messages from Telegram.

Cloudinary MCP Server

This server provides tools for uploading images and videos directly to Cloudinary using Claude/Cline, facilitating resource management with customizable options like resource type and public ID.

Kibela MCP Server

Enables integration with Kibela API for searching and retrieving notes, allowing LLMs to interact with Kibela content seamlessly.

DingDing MCP

A Model Control Protocol server that provides access to DingDing (Chinese workplace collaboration platform) API features, including retrieving access tokens, department lists, user information, and searching users by name.

ChatGPT MCP Server

A Model Context Protocol server that enables Docker container management through natural language interactions using a custom GPT interface.

Code Explainer MCP

A Cloudflare Worker that analyzes source code to provide comprehensive explanations including architecture diagrams, core functionality analysis, and component breakdowns across multiple programming languages.

Deep Research MCP Server

Enables iterative deep research by integrating AI agents with search engines, web scraping, and large language models for efficient data gathering and comprehensive reporting.

mcp-simple-arxiv

An MCP server that provides access to arXiv papers through their API.

gitlab mcp

gitlab mcp

Strava MCP Server

A Model Context Protocol server that enables language models to interact with Strava data, including activities, athlete statistics, routes, achievements, and social features.

FastMCP Todo Server

A todo management server that receives requests via FastMCP and stores them in MongoDB for processing by the Swarmonomicon todo worker.

mcp-twikit

Interact with Twitter search and timeline

WebGL-MCP Server

A Model Context Protocol server that provides tools to analyze and optimize WebGL games, offering performance insights, memory usage analysis, and template-specific optimization suggestions.

Monday.com MCP Server

An MCP server that enables interaction with the Monday.com API for managing boards, workspaces, and items, supporting both individual and bulk operations with comprehensive error handling.

Model Control Protocol Server (MCP)

Enables the creation and deployment of API-based MCP tools for Cursor Agent using Cloudflare Workers, streamlining development and integration of custom functionalities.

atlas-mcp-server

ATLAS (Adaptive Task & Logic Automation System) is a Model Context Protocol server that provides hierarchical task management capabilities to Large Language Models. This tool provides LLMs with the structure and context needed to manage complex tasks and dependencies.

MCP Orchestrator Server

A server for task orchestration and coordination, facilitating task management with dependencies, multi-instance collaboration, and persistent task tracking.

Bloomy MCP

A Model Context Protocol server that connects AI assistants to Bloom Growth's GraphQL API, enabling them to query data and execute operations against the Bloom Growth platform.

Holaspirit MCP Server

Provides MCP-compatible access to Holaspirit's API, allowing AI assistants to interact with organizational data such as tasks, circles, roles, and meetings through a standardized interface.

Gatherings MCP Server

An MCP server that helps AI assistants manage expense-sharing for social events, enabling the creation of gatherings, tracking of expenses, and calculation of fair reimbursements among participants.

GitHub Integration MCP Server

Extracts diffs from GitHub Pull Requests, allowing users to retrieve and analyze changes between branches in a repository.

HANA Cloud MCP Server

Enables integration between SAP HANA Cloud Database and Cursor IDE through the Model Context Protocol, providing standardized interfaces for managing ML models and execution contexts.

MCP Fathom Analytics

An unofficial server that allows AI assistants to access Fathom Analytics data, enabling users to retrieve account information, site statistics, events, aggregated reports, and real-time visitor tracking.

Firebase MCP

The Firebase MCP server provides a standardized interface to interact with Firebase services, including Firebase Authentication, Firestore, and Firebase Storage.

railway-mcp

Let Claude and Cursor manage your Railway infrastructure through natural language. Deploy, configure, and monitor - autonomously and safely.

AACT Clinical Trials MCP Server

Provides access to the ClinicalTrials.gov AACT database, enabling analysis of clinical trial data, tracking development trends, and generating therapeutic landscape insights.

AlphaVantage-MCP

A Model Context Protocol (MCP) server that provides real-time access to financial market data through the free Alpha Vantage API. This server implements a standardized interface for retrieving stock quotes and company information.