Model Context Protocol

MCP servers

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

6,541 servers

agenticMCP_rag logo

agenticMCP_rag

rajagopal17/agenticMCP_rag

1

An MCP server-based RAG project

Research & DataKnowledge Management
MCP Python Executor logo

MCP Python Executor

bsmi021/mcp-python-executor

1

An MCP server for executing Python code and managing Python packages, providing a secure execution environment, package management, resource monitoring, and more.

Developer ToolsAI Chatbot
Jcrawl4ai MCP Server logo

Jcrawl4ai MCP Server

rainyheart/jcrawl4ai-mcp-server

1

A Spring Boot-based server for interacting with the Crawl4ai API.

Research & DataDeveloper Tools
Remote Cloudflare YouTube Transcript MCP Server logo

Remote Cloudflare YouTube Transcript MCP Server

objones25/remote-cloudflare-youtube-transcript-mcp-server

1

This MCP server enables AI assistants to retrieve transcripts from YouTube videos through a simple API. The implementation combines the lightweight transcript extraction capabilities seen in kimtaeyoon83/mcp-server-youtube-transcript with the remote MCP server architecture from Cloudflare AI demos.

Entertainment & MediaEducation & Learning
Smart Customer Support logo

Smart Customer Support

precariat365/smartcustomersupportmcp

1

An example project of an intelligent customer support system based on the MCP framework.

Customer SupportAI Chatbot
咔片 Cappt logo

咔片 Cappt

cappt-team/mcp-server-nodejs

1

A Model Context Protocol server for generating outline and presentation with cappt.cc.

AI ChatbotEducation & Learning
Prayer Time MCP Server logo

Prayer Time MCP Server

imsaar/prayer-time-mcp-server

1

An MCP server to get muslim prayer (aka Salah) times for given date and location.

Health & WellnessLocation Services
MCP Fal AI Image logo

MCP Fal AI Image

madhusudan-kulkarni/mcp-fal-ai-image

1

ARCHIVED — This repository is no longer maintained. Issues and pull requests are closed.

Developer ToolsImage & Video
Multicluster MCP Server logo

Multicluster MCP Server

yanmxa/multicluster-mcp-server

1

The OCM MCP Server provides a robust gateway for Generative AI (GenAI) systems to interact with multiple Kubernetes clusters through the Model Context Protocol (MCP). It facilitates comprehensive operations on Kubernetes resources, streamlined multi-cluster management, and delivered interactive cluster observability.

Developer ToolsCloud Platform
Gauntlet Incept logo

Gauntlet Incept

birdsmith/gauntlet-incept-mcp

1

A system for generating high-quality educational content tailored to students' knowledge levels and interests. This repository contains the code and resources for the Gauntlet-Incept project, which aims to build a system that generates high-quality educational content for K-8 students.

Developer ToolsEducation & Learning
Firebird MCP Server logo

Firebird MCP Server

stagsz/firebird-mcp-server

1

A Model Context Protocol server that provides read-only access to Firebird databases. This server enables LLMs to inspect database schemas and execute read-only queries.

DatabaseDeveloper Tools
Research MCP Server logo

Research MCP Server

h-yanagawa/research-mcp-server

1

This is a repository for the research project on the MCP server.

Research & DataDeveloper Tools
Puppeteer MCP Server logo

Puppeteer MCP Server

AnyContext-ai/puppeteer-mcp-server

1

A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment.

Browser AutomationDeveloper Tools
EnrichB2B logo

EnrichB2B

moonlabsai/enrich_b2b_mcp

1

A template server implementing the Model Context Protocol (MCP) with OpenAI, Anthropic, and EnrichB2B integration.

Developer ToolsAI Chatbot
Pure Model Context Protocol logo

Pure Model Context Protocol

jboothomas/pure-model-context-protocol

1

A simple MCP server to interact with Pure storage arrays, retrieves realtime information from a Pure Storage FlashBlade array.

MonitoringCloud Storage
crypto_exchange_mcp logo

crypto_exchange_mcp

sydowma/crypto_exchange_mcp

1

A comprehensive MCP (Model Context Protocol) server implementation for cryptocurrency exchanges, supporting Bybit, Binance, and OKX. This package provides a unified interface to interact with both public APIs (market data) and private APIs (trading, account management).

FinanceDeveloper Tools
Puppeteer logo

Puppeteer

jwaldor/mcp-scrape-copilot

1

A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment.

Browser AutomationDeveloper Tools
MCP Dnsdumpster logo

MCP Dnsdumpster

MaxWeeden/mcp-dnsdumpster

1

A Model Context Protocol (MCP) server for interacting with the DNSDumpster API, enabling AI assistants to perform detailed DNS reconnaissance through natural language requests.

Developer ToolsSecurity
Netskope MCP logo

Netskope MCP

johnneerdael/netskope-mcp

1

A comprehensive Model Context Protocol (MCP) server for managing Netskope Private Access (NPA) infrastructure through AI-powered automation.

Developer ToolsSecurity
FreeAgent logo

FreeAgent

markpitt/freeagent-mcp

1

A Claude MCP (Model Context Protocol) server for managing FreeAgent timeslips and timers. This server allows Claude to interact with your FreeAgent account to track time, manage timers, and handle timeslip operations.

FinanceDeveloper Tools
Webpage Summary Agent logo

Webpage Summary Agent

yeshan333/webpage-summary-agent

1

A web page summarization agent tool based on mcp-agent and qwen, runnable in a Windows environment, used by creating a virtual environment with uv and configuring an API key.

Research & DataAI Chatbot
Lightning Tools MCP Server logo

Lightning Tools MCP Server

getAlby/lightning-tools-mcp-server

1

This repository has been deprecated in favor of Alby MCP, which includes all the NWC tools along with additional lightning tools.

FinanceDeveloper Tools
Gmail & Google Calendar logo

Gmail & Google Calendar

albert-launcher/mcp-gsuite

1

An MCP server project that provides interaction with Google products such as Gmail and Calendar, supporting multi-account management and various operations.

CommunicationCalendar & Scheduling
MCP Clamav logo

MCP Clamav

a2amarket/mcp-clamav

1

Simple ClamAV MCP that allows scanning files for viruses using the ClamAV engine.

Developer ToolsSecurity