Discover Awesome MCP Servers

Google Calendar MCP Server

A Model Context Protocol server that enables natural language interaction with Google Calendar, allowing users to view, create, update, and delete calendar events through context-aware operations.

OpenAPI to MCP Server

A service that converts OpenAPI specifications into MCP tools, enabling AI assistants to interact with your API endpoints through natural language.

WeatherAPI MCP Server

Real-time weather, forecasts, astronomy, marine data for 200+ countries

XRPL MCP Server

A bridge that enables AI models like Claude and GPT to access XRP Ledger data and functionality through a standardized API interface.

Medicus CRM MCP Server

Enables management of companies, contacts, and related CRM data through the Medicus CRM system. Provides 18 CRM tools with Supabase integration for data persistence and supports both local development and production deployment.

@nbiish/gikendaasowin-aabajichiganan-mcp

ᑭᑫᓐᑖᓱᐎᓐ ᐋᐸᒋᒋᑲᓇᓐ - Gikendaasowin Aabajichiganan - Cognitive Tools MCP server implemented from various prompting strategies.

Gmail MCP Server

Enables AI applications to send emails, manage drafts, and compose professional emails through Gmail API with secure multi-user OAuth2 authentication and encrypted token storage.

MCPQL

A comprehensive Model Context Protocol server for SQL Server database operations that provides 10 powerful tools for database analysis, object discovery, and data manipulation.

Cursor Memory MCP Server

A persistent SQLite-backed storage server that enables Cursor IDE's AI assistant to remember information across sessions with global or project-specific scopes. It supports complete CRUD operations, tag-based organization, and keyword search to manage user preferences and context effectively.

chuk-mcp-geocoder

An MCP server providing geocoding and place discovery services via Nominatim and OpenStreetMap. It enables users to perform forward and reverse geocoding, extract bounding boxes, and find nearby places or administrative hierarchies.

3dsmax-mcp

Enables AI assistants to directly control Autodesk 3ds Max through natural language to create models, set materials, adjust lighting, and automate animations. It bridges the Model Context Protocol with 3ds Max via a TCP socket to execute Python and MAXScript commands.

PBIXRay MCP Server

Enables LLMs to analyze and interact with Power BI (.pbix) files through PBIXRay capabilities. Provides access to data models, DAX measures, Power Query code, table relationships, and data contents with configurable tools and pagination support.

Framelink Figma MCP Server

Provides AI coding agents with access to Figma design data through the Figma API. Enables accurate one-shot implementation of designs in any framework by translating Figma files into simplified layout and styling information.

MCP Hello World

A minimal reference implementation of an MCP server that responds with "Hello, World" via Streamable HTTP. Serves as a baseline for integration testing and MCP client development with production-ready features including health checks, metrics, and containerized deployment.

Flask MCP Server Implementation Guide

A Flask-based reference implementation demonstrating how to build an MCP server with stateless HTTP transport, including example tools for generating random numbers and sentences.

MCP Health Monitor

Monitor MCP server health, uptime, response times, and Azure DevOps pipeline status

Cisco Catalyst Center (DNAC) MCP Server

Enables AI assistants to query and monitor wireless clients in Cisco Catalyst Center infrastructure, providing intelligent client searches, health monitoring, and network diagnostics through natural language.

Faulkner DB

A temporal knowledge graph system that enables users to record and query architectural decisions, implementation patterns, and project failures. It integrates with Claude to provide hybrid search, timeline tracking, and automated knowledge gap detection using graph analysis.

Seedream 4.0 MCP

Enables AI image generation through Volcano Engine's Seedream 4.0 API, supporting text-to-image, image-to-image, multi-image fusion, and sequential generation with automatic local saving and Markdown support.

Poiesis MCP Server

Enables AI assistants to create, monitor, and manage computational tasks through GA4GH Task Execution Service (TES) functionality. Provides seamless access to TES-compliant services for executing bioinformatics and scientific computing workflows.

MCP Tabular Data Analysis Server

Enables comprehensive analysis of CSV files and SQLite databases through tools for statistics, correlations, anomaly detection, pivot tables, time series analysis, visualization, and automated insights discovery.

milvus-sdk-code-helper

An MCP server designed to assist with generating, converting, and translating Milvus SDK code by retrieving relevant documentation and snippets. It supports PyMilvus code generation, ORM-to-client conversion, and cross-language translation between Python, Java, Go, and other supported languages.

Power BI MCP Server

Enables AI assistants to interact with Power BI datasets through natural language, allowing users to query data, generate DAX, and get insights without leaving their AI assistant.

ElasticMind-MCP

An MCP server that indexes PDF documentation and text into Elasticsearch for semantic search and retrieval. It enables users to query knowledge bases, ingest new files, and dynamically update content through MCP-compatible clients like Claude Desktop and Cursor.

LangSearch MCP Server

An MCP server that provides web search and semantic reranking capabilities using the LangSearch API. It enables searching billions of web documents with AI-optimized results and reordering them based on semantic relevance scores.

MetaMCP MCP Server

Mirror of

Firebase Docs MCP Server Setup

This is a sample for showing how to do FIrebase Docs as an MCP server (including indexing documents)