Model Context Protocol

MCP servers

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

6,541 servers

GitLab Kanban logo

GitLab Kanban

sunwood-ai-labs/gitlab-kanban-mcp-server

1

A server based on the Model Context Protocol for managing GitLab kanban task operations, providing task list queries, creation, updates, deletion and comment features.

Version ControlDeveloper Tools
Clickhouse MCP Server logo

Clickhouse MCP Server

ThomAub/clickhouse_mcp_server

1

This project implements a Model Context Protocol (MCP) server for ClickHouse, allowing seamless integration of ClickHouse databases with Large Language Models (LLMs) and other AI applications.

DatabaseAI Chatbot
Lark logo

Lark

lorrylockie/lark-mcp

1

A Model Context Protocol (MCP) server that integrates with Lark/Feishu APIs, allowing LLMs to interact with Lark services.

CommunicationDeveloper Tools
Mqttx MCP Sse Server logo

Mqttx MCP Sse Server

ysfscream/mqttx-mcp-sse-server

1

An implementation of the Model-Context Protocol (MCP) that enables MQTT operations over Server-Sent Events (SSE) transport. The Model-Context Protocol (MCP) is a standardized protocol that allows AI assistants to interact with external tools and services.

Home Automation & IoTDeveloper Tools
MCP Server Perplexity logo

MCP Server Perplexity

mkusaka/mcp-server-perplexity

1

An MCP server implementation that integrates Perplexity AI's API, providing advanced search capabilities with multiple model options.

Developer ToolsSearch Tools
PolarionMcpServers logo

PolarionMcpServers

peakflames/PolarionMcpServers

1

This repository contains Model Context Protocol (MCP) server implementations for Polarion Application Lifecycle Management (ALM) integration.

Knowledge ManagementDeveloper Tools
MCP Gitee Ent logo

MCP Gitee Ent

oschina/mcp-gitee-ent

1

Gitee Enterprise MCP Service is a Model Context Protocol server implementation designed for Gitee Enterprise, providing a toolset for managing enterprise repositories, issues, pull requests and more.

Version ControlDeveloper Tools
coding_devops_mcp_server logo

coding_devops_mcp_server

yupengfei1209/coding_devops_mcp_server

1

CODING DevOps MCP Server is an MCP protocol-based server implementation for interacting with the CODING DevOps platform, providing project and work item management features.

Developer ToolsCloud Platform
Kaltura MCP logo

Kaltura MCP

zoharbabin/kaltura-mcp

1

A Model Context Protocol (MCP) server that provides secure, read-only tools for managing Kaltura API operations. This server enables AI assistants to search, discover, and analyze Kaltura media content safely.

Entertainment & MediaDeveloper Tools
TKU Academic Systems (TronClass & TKU-ilife) logo

TKU Academic Systems (TronClass & TKU-ilife)

cantpr09ram/tku-mcp

1

TKU-MCP connects TronClass to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with TronClass.

AI ChatbotEducation & Learning
MCP Server Pagespeed logo

MCP Server Pagespeed

enemyrr/mcp-server-pagespeed

1

A Model Context Protocol server that provides Google PageSpeed Insights analysis. This server enables AI models to analyze webpage performance through a standardized interface.

MonitoringDeveloper Tools
Keitaro MCP logo

Keitaro MCP

godzilladancer/keitaro-mcp

1

MCP server for integration with Keitaro TDS API, providing tools to work with campaigns, streams, offers, and other Keitaro entities.

MarketingDeveloper Tools
Openapi to MCP Converter logo

Openapi to MCP Converter

zxypro1/openapi-to-mcp-converter

1

A tool for automatically converting OpenAPI specifications into Model Context Protocol (MCP) server instance.

Developer ToolsAI Chatbot
netsensei logo

netsensei

solaconsay/netsensei

1

NetSensei is an MCP server to assist network administrators. It provides various network utilities and tools such as ping, traceroute, Nmap scans, packet sniffing, and SSH using the Model Context Protocol (MCP) to communicate and process network-related commands.

MonitoringDeveloper Tools
Docker Code Sandbox logo

Docker Code Sandbox

svngoku/mcp-docker-code-interpreter

1

This project provides a secure sandbox for executing code through MCP (Model Context Protocol). It allows AI assistants to safely run code without requiring direct access to the host system, by executing all code within isolated Docker containers.

Developer ToolsSecurity
MCP Server Mattermost logo

MCP Server Mattermost

kakehashi-inc/mcp-server-mattermost

1

This project implements a Model Context Protocol (MCP) server for Mattermost integration. It connects to Mattermost API endpoints to retrieve and process various information, making it available through standard MCP transports.

CommunicationDeveloper Tools
MCP GitHub Reader Prod logo

MCP GitHub Reader Prod

skydeckai/mcp-github-reader-prod

1

A lightweight Model Context Protocol (MCP) server for bringing GitHub repositories into context for large language models.

Version ControlDeveloper Tools
Apple Calendars logo

Apple Calendars

shadowfax92/apple-calendar-mcp

1

A Model Context Protocol (MCP) server for interacting with Apple Calendars on macOS. This module allows AI models to access and manipulate calendar data through a standardized interface.

Calendar & SchedulingDeveloper Tools
Metaplex MCP Server logo

Metaplex MCP Server

aldrin-labs/metaplex-mcp-server

1

A Model Context Protocol (MCP) server for accessing Metaplex documentation and repository information.

Developer ToolsSearch Tools
Illumio MCP Server logo

Illumio MCP Server

alexgoller/illumio-mcp-server

1

A Model Context Protocol (MCP) server that provides an interface to interact with Illumio PCE (Policy Compute Engine). This server enables programmatic access to Illumio workload management, label operations, traffic flow analysis, automated ringfencing, and infrastructure service identification.

Developer ToolsSecurity
MCP RAG logo

MCP RAG

felixscherz/mcp-rag

1

The project aims to connect RAG applications with open-webui through the MCP protocol to enable model context interaction, including basic PoC validation, knowledge base integration and client integration.

Knowledge ManagementAI Chatbot
MCP Context Template logo

MCP Context Template

currenjin/mcp-context-template

1

MCP Context Template is a repository designed to centrally manage AI tools (MCP) to reduce context sharing costs and improve development productivity.

Knowledge ManagementDeveloper Tools
Memory Cache logo

Memory Cache

tosin2013/mcp-memory-cache-server

1

A Model Context Protocol (MCP) server that reduces token consumption by efficiently caching data between language model interactions. Works with any MCP client and any language model that uses tokens.

Knowledge ManagementDeveloper Tools
Gamethinking MCP Server logo

Gamethinking MCP Server

mahecode/gamethinking-mcp-server

1

A Model Context Protocol (MCP) server that provides a tool for dynamic and iterative game-related problem-solving. This server helps design game mechanics, balance gameplay, analyze strategies, or craft narratives through a structured thinking process.

Gaming & GamificationDeveloper Tools