by upstash
Context7 MCP provides up-to-date, version-specific documentation and code examples directly into your prompt, enhancing the capabilities of LLMs by ensuring they use the latest information.
by executeautomation
A Model Context Protocol server that provides browser automation capabilities using Playwright.
by eyaltoledano
Task Master is a task management system for AI-driven development with Claude, designed to work seamlessly with Cursor AI.
by mendableai
Firecrawl MCP Server is a Model Context Protocol server implementation that integrates with Firecrawl for web scraping capabilities.
by genomoncology
BioMCP is an open-source toolkit designed to enhance AI assistants with specialized biomedical knowledge by connecting them to authoritative biomedical data sources.
by henroger
Email Send MCP using aigeon.ai API allows integration with MCP Clients like Cursor and Claude for sending emails.
by prisma
Prisma is a next-generation ORM for Node.js and TypeScript, providing tools for data modeling, migrations, and querying databases.
by github
The GitHub MCP Server is a Model Context Protocol server that integrates with GitHub APIs for automation and interaction.
by centralmind
CentralMind Gateway is a tool designed to expose databases to AI agents via MCP or OpenAPI protocols, providing secure, LLM-optimized APIs.
by wenb1n-dev
mcp_mysql_server_pro is a comprehensive MySQL server tool that extends beyond basic CRUD operations to include database anomaly analysis and custom tool extensions.
by keboola
Keboola MCP Server connects AI agents and MCP clients to Keboola, enabling data access and transformations without glue code.
by ryaker
This is a modular implementation of the Outlook MCP server that connects Claude with Microsoft Outlook through the Microsoft Graph API.
by stippi
Code Assistant is a CLI tool built in Rust for assisting with code-related tasks, including running as a Model Context Protocol server.
by StacklokLabs
MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters.
The Model-Context-Protocol (MCP) provides a structured way for LLMs to interact with external systems via APIs.
by amidabuddha
Unichat MCP Server is a versatile server that facilitates communication with various AI models using the Model Context Protocol (MCP).
by gornskew
The Model Context Protocol (MCP) Wrapper for Lisp or Lisp-like Backends is a software adapter that enables Large Language Models (LLMs) to interact with Lisp-based development and runtime environments using the lightweight Lisply protocol.
by warpdev
MCP-Hub-MCP Server is a hub server that connects to and manages other MCP (Model Context Protocol) servers.
by lanbaoshen
The Model Context Protocol (MCP) Jenkins is an open-source implementation that integrates Jenkins with AI language models, ensuring secure and contextual AI interactions.
by thuanpham582002
Tabby-MCP-Server is a powerful plugin that implements a Model Context Protocol (MCP) server, enabling AI-powered terminal control and automation.
by Selenium39
The Weibo MCP Server (TypeScript Version) is designed for scraping Weibo user information, feeds, and search functionality using the Model Context Protocol.
by elbruno
Sample MCP Server and MCP client using Aspire.
by arcaputo3
MCP Server Whisper is a Model Context Protocol server designed for advanced audio transcription and processing using OpenAI's Whisper and GPT-4o models.
by shredEngineer
Archive Agent is an open-source semantic file tracker with OCR and AI search capabilities.
by cdgaete
PyPSA MCP is a Model Context Protocol (MCP) server for creating, analyzing, and optimizing energy system models using PyPSA (Python for Power System Analysis).
by mohamedahmed01
A Laravel package for implementing the Model Context Protocol (MCP) in Laravel applications, facilitating communication between AI models and Laravel applications through standardized interfaces.
by sinadarbouy
A Model Context Protocol (MCP) server for NATS messaging system integration.
by Ulanxx
MCP DeepSeek 演示项目是一个基于 Model Context Protocol (MCP) 的客户端应用，用于与 DeepSeek AI 模型进行交互。
by OctoMind-dev
Octomind MCP server allows agents to create and manage end-to-end tests, providing a comprehensive platform for test creation, execution, and management, including auto-fix capabilities.
by rjsalgado
This MCP server provides access to MariaDB / MySQL databases, allowing users to list databases, tables, describe table schemas, and execute SQL queries with security features.
by Kirandawadi
Volatility3 MCP Server is a tool that integrates MCP clients with the Volatility3 memory forensics framework, enabling LLMs to perform memory forensics tasks through a conversational interface.
by Jakedismo
KuzuMem-MCP is a TypeScript implementation of a distributed memory bank as an MCP tool, utilizing KùzuDB for graph-based memory storage.
by Harry-027
Jotdown is a Model Context Protocol (MCP) server that allows large language models (LLMs) to interact with Notion and generate Markdown Books.
by weekitmo
This MCP server is used to provide Godot documentation to the Godot RAG model.
by klapaudius
Symfony MCP Server is a powerful package designed to streamline the implementation of Model Context Protocol (MCP) servers in Symfony applications.
An MCP server providing access to the OSV database for querying vulnerability information.
by javillegasna
Python server implementing Model Context Protocol (MCP) for filesystem operations.
by abhishekbhakat
An MCP server for controlling Airflow via Airflow APIs.
by 4R9UN
A Model Context Protocol (MCP) server for executing Kusto Query Language (KQL) queries against Azure Data Explorer clusters.
by storacha
Storacha MCP Storage Server is a Model Context Protocol server implementation for decentralized storage, enabling AI applications to store and retrieve files through a standardized interface.
by Tencent
Tencent Cloud COS MCP Server allows large models to quickly access Tencent Cloud Storage (COS) and Data Processing (CI) capabilities without coding.
by 7gugu
Whistle MCP Server is a Whistle proxy management tool based on the Model Context Protocol (MCP), allowing AI assistants to directly operate and control local Whistle proxy servers.
by RestDB
This MCP server provides tools for interacting with codehooks.io projects through AI agents like Claude.
by saishridhar
Webscraper MCP is an MCP server designed for Claude desktop, enabling it to scrape text from websites, YouTube transcripts, and PDFs.
An MCP server that provides tools for querying OCI registries and image references.
by mikemc
A Todoist MCP server written in Python, using the Todoist Python API.
by seangwright
Xperience Community MCP Server is a .NET-based MCP Server tailored for Xperience by Kentico projects, enhancing AI agent capabilities.
by GBA-BI
A Model Context Protocol (MCP) based tool and prompt server for Bio-OS that provides workflow management and Docker image building capabilities.
by marioluciofjr
A dynamic MCP server management service that creates, runs, and manages Model Context Protocol (MCP) servers dynamically.
by srmorete
An MCP server for interacting with Android devices through ADB, providing a bridge between AI models and Android device functionality.
by paulwilke
Pharo Smalltalk implementation of Anthropic's Model Context Protocol (MCP) server specification. Enables LLMs like Claude to interact with Pharo applications.
by Toowiredd
A Model Context Protocol (MCP) server that provides Docker management capabilities through a custom GPT interface.
by hbiaou
OpenAlex MCP Server is a Node.js server using Express and Axios to proxy queries to the OpenAlex API.
by jkosik
A Go implementation of the MCP server for Splunk, supporting STDIO and SSE (Server-Sent Events HTTP API) using the github.com/mark3labs/mcp-go SDK.
by dariogriffo
PostgMem is a .NET-based MCP server that provides vector memory storage using PostgreSQL and pgvector for AI applications.
by uzaysozen
A Python server implementing Model Context Protocol (MCP) for movie and TV show information using the IMDb API service.
by Tae4an
MCP 프롬프트 관리자는 Claude와 같은 AI 모델이 로컬 프롬프트 파일에 접근할 수 있게 해주는 서버입니다.
by vinodismyname
Redshift Utils MCP Server is a Model Context Protocol server designed to integrate LLM capabilities with Amazon Redshift databases.
by spragginsdesigns
The Perplexity MCP Server is a simple Model Context Protocol server that allows users to perform web searches using Perplexity AI.
by KWDB
The KWDB MCP Server is a server implementation based on the MCP protocol, providing tools and resources for interacting with the KWDB database.
by spacecode-ai
SpaceBridge-MCP is a Model Context Protocol server that integrates with the SpaceBridge REST API to automate issue management across connected issue trackers.
by Warashi
This project provides an MCP (Model Context Protocol) server for PipeCD, enabling integration and management of applications and deployments.
by zou-hong-run
MCP Markdown Server is a server application based on the Model Context Protocol (MCP) that provides functionalities for creating, editing, searching, converting to HTML, and managing Markdown documents.
TokenScope is a Model Context Protocol (MCP) server designed to help Large Language Models (LLMs) efficiently explore and understand codebases and directory structures.
by robertZaufall
A Model Context Protocol (MCP) server implementation for the `mindm` library, providing a standardized interface to interact with MindManager on Windows and macOS.
by pawankumar94
A Model Context Protocol (MCP) server implementation for Atlassian Confluence, enabling AI agents to interact with Confluence content.
by MankowskiNick
A Model Context Protocol server for integrating JIRA with Claude, enabling ticket creation and management directly within conversations.
by aadarshjain
A Model Context Protocol (MCP) server implementation for PostgreSQL database exploration and querying.
by AnCode666
NASA-MCP is an MCP server that allows LLMs to query data from various NASA APIs, providing access to astronomical data, space weather information, Earth imagery, and more.
by AlexanderVTr
Cursor MCP File Organizer is a Model Context Protocol server designed to organize files in your Downloads folder using Cursor IDE.
by protagolabs
NetMind ParsePro is a PDF Parser AI service designed to convert PDF files from a URL into JSON or Markdown formats, with seamless integration into MCP servers.
by rainyheart
jcrawl4ai-mcp-server is a Java-based MCP server for interacting with the Crawl4ai API, enabling web crawling with specified parameters.
by JackGao19700
MCP Camera Service is a Node.js/TypeScript-based multi-protocol camera control service adhering to the Model Context Protocol (MCP) TypeScript SDK.
by shakunvohradeltek
This repository contains the SQL Server MCP (Model Context Protocol) integration for Claude, allowing direct querying and analysis of SQL Server databases using natural language.
Aemet-mcp is an MCP server that allows integration with the AEMET API for retrieving meteorological data.
by eliasuran
The Google Calendar MCP Server integrates with Google Calendar to manage events and schedules using the Model Context Protocol.
by Havoc24k
A Model Context Protocol (MCP) server that provides tools to interact with AWS services.
by a2xdeveloper
This is an MCP (Model Context Protocol) server for tagesschau.de, providing access to the latest news articles and details from the tagesschau platform.
by prismicio
The @prismicio/mcp-server is a Model Context Protocol (MCP) server designed to integrate with AI-powered code editors, facilitating seamless interaction with Prismic's content management capabilities.
by Moss-G
甘特图 MCP 服务器是一个专为甘特图管理设计的模型上下文协议(MCP)服务器，允许AI助手通过标准化接口创建、管理和可视化甘特图项目与任务。
by w1561778301
MCP Playwright Test is an automation server for testing using the Model Context Protocol (MCP) and Playwright.
MCP-Server para gerar ideias de conteúdos é uma ferramenta que organiza ideias para posts e vídeos, facilitando a criação de conteúdos variados.
by lizzy-0323
The OceanBase Kubernetes Control Tool (okctl) MCP Server provides a set of tool functions for managing OceanBase clusters, tenants, and backup policies through the MCP protocol.
by ruslanmv
This document provides a comprehensive guide to building a Watsonx.ai Chatbot RAG Server using MCP, integrating ChromaDB for vector indexing, and exposing it via the MCP Python SDK.
by joyecai
Zionfhe_mcp_server_test is a server implementation based on the new homomorphic encryption technology ZIONFHE, designed to provide secure computation capabilities.
by GeorgeLS
A Model Context Protocol server for Spider crawler interaction and automation.
by nickiiitu
A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases.
by s20ss
The MCP RDKit project integrates the RDKit library with the Model Context Protocol framework to provide advanced chemical informatics tools.
by Apillon
The Apillon MCP Server provides modules for Storage, Hosting, and NFT functionalities using the Model Context Protocol (MCP).
by AnglerfishChess
An MCP bridge that provides an interface to UCI chess engines (such as Stockfish).
by myonathanlinkedin
This project is a simple demonstration of the Model Context Protocol (MCP), designed to facilitate seamless integration between clients and servers.
by reconsumeralization
Smart MCP Server is a context-aware Model Context Protocol server that manages tool presentation and execution based on user context and requirements.
by MaverickTopG
An AI-powered financial data provider that delivers real-time stock market information through the Model Context Protocol (MCP).
by JustVarunsai
File Analysis MCP Server is a custom-built Model Context Protocol server designed for text file analysis, available as a package on PyPI.
by t0mst0ne
Enhanced Python-based PubMed MCP Server with API key support for faster and unlimited downloads.
by Toru-Takagi
Togello MCP Server is designed to implement the Model Context Protocol (MCP) for managing context in applications.
by rebrandly
This project implements a simple MCP server in Go that exposes a single tool to generate short URLs using the Rebrandly API.
by naotama2002
A Model Context Protocol (MCP) server that provides Todoist API integration for AI assistants.
by nisalgunawardhana
The Gmail MCP Server is a Node.js application that integrates the Model Context Protocol (MCP) with Gmail, allowing large language models to securely manage emails using the Gmail API.
by serenichron
The Procesio MCP Server is a Model Context Protocol server designed to interact with the Procesio automation platform API, allowing for the management of workflows and instances.
by huangjien
A FastMCP-based MCP server providing a suite of DevOps tools and integrations.
by injusticescorpio
Remote MCP Server with Streamable HTTP allows multiple clients to connect using StreamableHTTPServerTransport.
by hanqizheng
This document provides a guide on how to parse Media Kit PDF files using a Model Context Protocol (MCP) server.
by mohaimenhasan
MCP Weather Server is a simple Model Context Protocol server providing weather data via an Express API.
by a05031113
The Yahoo Finance MCP Server provides a Model Context Protocol server that allows clients to query Yahoo Finance data using the yfinance library.
An MCP server for interacting with a Twist workspace, written in Python using the Twist REST API, currently for testing purposes only.
by KennyKang7012
This is a simple Model Context Protocol (MCP) server demo project showcasing basic MCP tools using Python.
by Nasdanika-Demos
An MCP server built on top of Nasdanika AI and CLI capabilities.
by shonesque
HighSpotMCP is a Python server that automates actions in Highspot using Claude Desktop's capabilities.
by anuraj
The Bitly MCP Server integrates Claude with Bitly for natural language short URL management.
by mounta11n
Teable MCP Server is a model context protocol server designed to facilitate communication between different components in a system using the MCP technology.
by chris-sun-star
A simple MCP server designed for Kubernetes environments.
by bitibi
OpenAI Web Search MCP Server is a TypeScript-based server that enables real-time web search functionality using OpenAI's web search preview feature.
by sheffler
The MCP Server LIMS repository hosts code for managing laboratory workflows using AI agents and MCP technology.
by lifejwang11
AlphaVantage MCP Server integrates AlphaVantage financial data API into an MCP service.
by dubydu
SQLite MCP Server is a lightweight server that allows LLMs to interact with SQLite databases autonomously.
by nicekon
A Model Context Protocol server for Zendesk providing comprehensive integration and management tools.
by mjochum64
Saaros-MCP-Server is a Model Context Protocol server providing access to the Brave Search API, operating as a background thread.
