Model Context Protocol

MCP servers

MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.

6,541 servers

MCP Google Calendar Server logo

MCP Google Calendar Server

ymello/mcp-google-calendar-server

1

Uma implementação do Model Context Protocol (MCP) para o Google Calendar que permite a interação com eventos do calendário através de CLI ou Server-Sent Events (SSE).

Calendar & SchedulingDeveloper Tools
MCP Audacity logo

MCP Audacity

An-3/mcp-audacity

1

This server communicates with Audacity over named pipes and exposes many Audacity scripting commands as MCP tools. MCP (Model Context Protocol) server for controlling Audacity through mod-script-pipe.

Voice ProcessingDeveloper Tools
Embedding Search logo

Embedding Search

spences10/mcp-embedding-search

1

A Model Context Protocol (MCP) server that queries a Turso database containing embeddings and transcript segments. This tool allows users to search for relevant transcript segments by asking questions, without generating new embeddings.

Knowledge ManagementSearch Tools
Brave-Gemini-Research-MCP-Server logo

Brave-Gemini-Research-MCP-Server

falahgs/Brave-Gemini-Research-MCP-Server

1

A modern MCP (Model Context Protocol) server implementation that provides AI assistants with web search capabilities via the Brave Search API and advanced research paper analysis with Google's Gemini model.

Research & DataSearch Tools
Ytrnscrpt MCP Server logo

Ytrnscrpt MCP Server

index01d/ytrnscrpt-mcp-server

1

MCP server that enables Claude to fetch and analyze YouTube video transcripts.

Entertainment & MediaEducation & Learning
MCP Server for Spotify logo

MCP Server for Spotify

richbai90/spotify-mcp

1

This MCP server integrates with the Spotify API to allow you to manage and create playlists through Claude.

Entertainment & MediaAI Chatbot
TMF620 Product Catalog Management logo

TMF620 Product Catalog Management

oopsyz/mcp

1

The CLI API is the cheaper discovery path for agents that only need one command branch at a time. The MCP server is retained here as a comparison point for discovery payloads, tool-list size, and latency measurements.

E-commerce & RetailAI Chatbot
Gemini Data Analysis & Research logo

Gemini Data Analysis & Research

falahgs/gemini-data-analysis-research-mcp-server

1

A powerful Model Context Protocol (MCP) server that leverages Google's Gemini Flash 2 AI model for comprehensive data analysis, research paper generation, and automated email delivery. This server provides an integrated solution for analyzing datasets, generating research content, and distributing results directly to stakeholders via email.

Research & DataDeveloper Tools
Ahk MCP logo

Ahk MCP

spyoungtech/ahk-mcp

1

MCP server exposing AutoHotkey functionality, enabling model interfaces to automation tasks on Windows.

Developer ToolsOS Automation
Feishu MCP Server logo

Feishu MCP Server

hankeyyh/feishu-mcp-server

1

Feishu document MCP server that supports accessing Feishu knowledge bases and cloud documents via the MCP protocol and can be integrated into AI applications.

Knowledge ManagementDeveloper Tools
Shadow-CLJS Build Monitor logo

Shadow-CLJS Build Monitor

bigsy/shadow-cljs-mcp

1

A Model Context Protocol (MCP) server that monitors shadow-cljs builds and provides real-time build status updates.

MonitoringDeveloper Tools
MCP Server Template Ic logo

MCP Server Template Ic

baolongt/mcp-server-template-ic

1

This project demonstrates an MCP server supporting Internet Identity authentication, including the complete authentication flow and frontend/backend implementation.

Developer ToolsSecurity
Food Tracker MCP logo

Food Tracker MCP

nagarjun226/food-tracker-mcp

1

Food Tracker MCP integrates with the OpenFoodFacts database to provide a comprehensive food tracking system with the following features. : A Model Context Protocol (MCP) server for tracking food consumption, analyzing nutrition, and managing dietary restrictions.

Health & WellnessResearch & Data
snap_sense logo

snap_sense

Abhi5h3k/MCP-URL2SNAP

1

A lightweight Model Context Protocol (MCP) server that enables your LLM to capture screenshots of any specified URL and return only the access URL for the captured image.

Image & VideoAI Chatbot
tsap_mcp_server logo

tsap_mcp_server

Dicklesworthstone/tsap_mcp_server

1

TSAP MCP Server is a text search and analysis processing system based on the Model Context Protocol (MCP), providing standardized interface services for code intelligence and text analysis. The project consists of three main components: core TSAP functionality, the tool API and the MCP adapter layer, supporting text search, code analysis, data processing and more, and integrating seamlessly with MCP clients such as Claude Desktop.

Developer ToolsSearch Tools
Layer2 MCP logo

Layer2 MCP

anylots/layer2-mcp

1

The MCP Layer2 server implements the Model Context Protocol specification, providing AI models with tools to. : A model context protocol server for interacting with the Ethereum layer 2 network for development and use, which provides a standardized interface for AI models to interact with blockchain networks, deploy tokens, and manage transactions.

FinanceDeveloper Tools
Computer Vision Tools logo

Computer Vision Tools

omidsrezai/cv-mcp-tools

1

A collection of Model Context Protocol (MCP) servers and services that integrate specialized computer vision capabilities with language models. This repository demonstrates how to build modular CV tools that can be easily composed and orchestrated through MCP.

Image & VideoAI Chatbot
MCP Server Linear logo

MCP Server Linear

floodfx/mcp-server-linear

1

This is an MCP server project providing tools to interact with Linear through MCP clients, including searching, creating and updating issues, supporting Bun and Node runtimes, and compilable into a standalone executable.

Developer ToolsProject Management
Unity MCP logo

Unity MCP

NoSpoonLab/unity-mcp

1

Unity MCP is a protocol designed to enable seamless communication between the Unity Editor and external tools, scripts, or AI models. It allows for real-time automation, remote control, and intelligent interaction with Unity projects.

Gaming & GamificationDeveloper Tools
G2n MCP Gcal Sse logo

G2n MCP Gcal Sse

gabriel-g2n/g2n-mcp-gcal-sse

1

The G2N MCP Google Calendar SSE Server is a Model Context Protocol (MCP) server implementation that provides Google Calendar integration through Server-Sent Events (SSE). This server exposes Google Calendar functionality as tools that can be used by AI models and applications like Cursor, Claude, and n8n to interact with Google Calendar.

Calendar & SchedulingAI Chatbot
Groundlight MCP Server logo

Groundlight MCP Server

groundlight/groundlight-mcp-server

1

A Model Context Protocol (MCP) server for interacting with Groundlight. This server provides tools to create, list and customize Detectors, submit and list ImageQueries, create, list and delete Alerts, and examine detector evaluation metrics.

Developer ToolsImage & Video
Wikipedia MCP logo

Wikipedia MCP

timjuenemann/wikipedia-mcp

1

This MCP server enables language models to search Wikipedia and retrieve article content programmatically using the Model Context Protocol. It provides a structured interface for AI assistants to access Wikipedia knowledge.

Knowledge ManagementSearch Tools
MCP Server Boilerplate (Typescript) logo

MCP Server Boilerplate (Typescript)

Falkicon/mcp-server-template

1

A well-structured, maintainable, and extensible boilerplate project for building Model Context Protocol (MCP) servers using TypeScript. This boilerplate aims to accelerate development, promote consistency, and incorporate best practices for creating MCP integrations.

Developer ToolsAI Chatbot
spark logo

spark

WhatIsSpark/spark

1

Apache Spark is a fast, general-purpose cluster computing system

DatabaseDeveloper Tools