Ai Chatbot MCP Servers

gh-self-reviewer

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by alesr

gh-self-reviewer is a Go-based server designed to assist developers with self-reviewing GitHub pull requests. It integrates with Claude AI using the Model Control Protocol to list and comment on open pull requests across GitHub repositories. It requires Go 1.24.0 or higher and a GitHub access token for authentication.

semantic-search-mcp-server

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by jingchun19

The semantic-search-mcp-server is a Model Context Protocol (MCP) server designed to provide enhanced semantic search capabilities for Claude Desktop. Built with mcp-framework, it allows for easy extension and integration with various tools. Its comprehensive guides help both users and developers to set up and modify the server effectively.

apus-medical-mcp-server

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by AiLMe-AI

The 奇黄&智草MCP medical assistant is a medical consultation server using the MCP protocol. It integrates both Western and Chinese medical systems to provide smart medical advice and diagnoses based on specific user symptoms.

mcp-server-n8n

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by cursesai

The project integrates n8n and MCP Server to provide an experimental platform for AI workflows. It uses Docker for easy setup, allowing users to test MCP Server capabilities with n8n's visual interface. The project is mainly educational.

apinetwork_piapi-mcp-server

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by MCP-Mirror

piapi-mcp-server is a TypeScript-based Model Context Protocol server designed to integrate with PiAPI's API for media content generation. It supports generating images, videos, songs, and 3D models via MCP-compatible apps.

mcp-openGauss

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by vincentsunx

MCP plus openGauss is a project that integrates Model Context Protocol with openGauss and LLM to create an efficient interaction framework for external databases, APIs, and tools. The project focuses on setting up an AI Agent application that leverages openGauss database and MCP for advanced operations.

NvkAnirudh_YT-to-LinkedIn-MCP-Server

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by MCP-Mirror

The YouTube to LinkedIn MCP Server generates LinkedIn post drafts from YouTube videos by extracting transcripts and summarizing content using OpenAI GPT. It features a FastAPI interface and is designed for containerized deployment.

remote-mcp-server-authless

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by scotthavird

This project allows users to deploy a remote Model Context Protocol (MCP) server on Cloudflare Workers without requiring authentication. It can be connected to Cloudflare AI Playground and Claude Desktop for enhanced functionality.

money-manager-mcp-server

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by anonoz

Piggy MCP Server allows users to ask questions to their Money Manager database, facilitating unique insights into personal expenditure by exporting data to an MCP client like Claude. It provides innovative ways to interpret financial data, such as analyzing coffee preferences or forecasting future spending.

Nazruden_clickup-mcp-server

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by MCP-Mirror

The ClickUp MCP Server is a Model Context Protocol server that facilitates AI assistant integration with ClickUp workspaces. It allows task, team, list, and board management through secure OAuth2 authenticated interactions.

sse-mcp-and-langchain-client-example

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by SDCalvo

This project provides an example of exposing FastAPI endpoints as Model Context Protocol (MCP) tools using fastapi-mcp. It includes a basic LangChain client that connects to these MCP tools, showcasing the integration of MCP in FastAPI applications for learning and testing.

weather-mcp-server

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by dsomel21

This project is a learning exercise in implementing a Model Context Protocol (MCP) server for weather services. It provides weather alerts and forecasts using the National Weather Service API. The server is compatible with AI assistants such as Claude for enhanced interaction.

pierrebrunelle_mcp-server-openai

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by MCP-Mirror

This project allows for querying OpenAI models directly from Claude using the Model Context Protocol (MCP). It involves setting up configuration files and offers a simple setup and testing process.

MCP-Server

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by Chris-June

The project is a server implementing the Model Context Protocol for role-based context management of AI agents, allowing dynamic role-specific memory management and tone adaptation. It provides comprehensive tools and integration for managing roles and processing role-based queries.

mcp-server-continue

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by alexsmirnov

The project is a Python server implementing the Model Context Protocol (MCP), customizable for prompts, resources, and tools. It is designed to enhance software development with powerful capabilities for code review, testing, and documentation.

mcp-starter-kit-node

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by scriptstar

The MCP Quick Start Server is a basic implementation of a Model Context Protocol server using TypeScript, demonstrating how to define tools and resources for AI interactions. It features tools for arithmetic and humor retrieval and provides a development guide for building and running the server efficiently.

remote-mcp-server-example

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by aditya1

The project enables users to set up a remote Model Context Protocol (MCP) server on Cloudflare Workers, incorporating OAuth login. It allows for local development, connection to the MCP Inspector, and integration with Claude Desktop for enhanced tool interaction.

google-cloud-data-catalog-api

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by ag2-mcp-servers

The project is an MCP Server intended for managing conversations between multiple agents, leveraging an OpenAPI URL for setup. It supports custom configuration and various development tools for testing and deployment.

server-wp-mcp

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by LiamCioci

The WordPress MCP Server allows AI assistants to interact with multiple WordPress sites via the REST API, supporting secure authentication and flexible API endpoint operations. It aims to simplify content management and site configuration through natural language instructions.

adobe-analytics-mcp-server-by-cdata

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by CDataSoftware

The project is a read-only MCP server designed for integrating Adobe Analytics with AI clients like Claude Desktop. It leverages CData's JDBC Driver to retrieve live data, allowing users to pose natural language queries to access Adobe Analytics data without needing SQL knowledge.

McpServerBasic

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by cjavier

The Hello MCP Server is an implementation of the Model Context Protocol that enables AI assistants to connect with external services. It is particularly designed to work with Claude and other MCP-compatible platforms, providing features like task running and debugging tools.

remote-mcp-server-authless

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by AtlanticBiz

This project allows users to deploy a remote MCP server on Cloudflare Workers without requiring authentication. It offers customization, integration with Cloudflare AI, and local client connectivity through Claude Desktop.

remote-mcp-server

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by netanelgilad

This project provides a setup for deploying a remote Model Context Protocol (MCP) server on Cloudflare Workers, enabling OAuth logins and connections with MCP Inspector and Claude Desktop for enhanced tool accessibility and management.

Jupyter_MCP_Server

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by shreyu258

Jupyter_MCP_Server bridges Jupyter Notebook with Claude AI through the Model Context Protocol, facilitating AI-assisted operations within the notebook environment. It provides functionalities like cell manipulation, notebook management, and efficient execution, empowering users with advanced data analysis tools.

vercel-ai-sdk-mcp-project

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by chiziuwaga

The project provides a Model Context Protocol (MCP) server designed to expose Vercel AI SDK Core capabilities to AI development environments like Cursor. It is designed for orchestrated workflows involving multiple MCP servers and features tools wrapping core Vercel AI SDK functions.

osm-mcp-puca

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by jonnymccullagh

osm-mcp-puca is a Model Context Protocol server designed for use with large language model chatbots, offering various tools related to OpenStreetMap. It provides functionalities such as obtaining coordinates for addresses, identifying public amenities, and calculating distances.

uniauto-mcp-server

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by samuelvinay91

UniAuto MCP Server is a comprehensive automation solution for web and desktop applications, featuring self-healing capabilities and AI integration. It offers multi-layered automation with AI-driven test generation and maintenance. The server supports MCP integration, enabling control via AI assistants.

rhombus-node-mcp

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by RhombusSystems

The Rhombus MCP Server transforms chatbot experiences with advanced security features. It's part of an innovative commercial security system offering AI-powered insights for enhanced safety and monitoring.

clickup-mcp-server

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by windalfin

The project is an MCP server designed to integrate ClickUp tasks with AI applications, enabling AI agents to interact with ClickUp's elements such as tasks, spaces, lists, and folders. It supports comprehensive task management and workspace organization features.

mcp-server-stylepilot

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by ChenyqThu

StylePilot MCP Server is designed to manage style templates based on the Model Context Protocol (MCP). It offers style categories including text, card, and structure styles for use with language models, allowing for detailed style application and customization.

mcp_zhitou_server

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by CTND

The Zhitou HS Data MCP Server is a Python-based implementation of a Model Context Protocol server designed to provide real-time China A-Share stock market data to AI agents. It connects directly to the Zhitou Data API and allows AI tools to access stock lists, company profiles, and more through natural language queries, enhancing efficiency and user interaction.

TaazKareem_clickup-mcp-server

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by MCP-Mirror

This project is a Model Context Protocol server designed to integrate ClickUp tasks with AI applications, enabling enhanced task management, organization, and AI-driven task operations within ClickUp. It offers features like resource management, AI integration, and security configurations.

ming-mcp-server

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by mingder78

The ming-mcp-server is a TypeScript-based Model Context Protocol server designed to manage a simple notes system. It offers functionalities to create, list, and summarize text notes, showcasing essential MCP capabilities.

Quirox-Telegram-Bot

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by Himank-J

The Quirox Telegram Bot Backend is designed to provide backend services for interacting with tools like Google Sheets and conducting web searches using an AI agent. Built on the Model Context Protocol, it integrates with a FastAPI web server to facilitate these interactions effectively.

Tomatio13_mcp-server-tavily

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by MCP-Mirror

The Tavily-search MCP server is a tool that uses the Tavily API to perform detailed searches based on user queries. It returns comprehensive search results including AI-generated responses, web links, and descriptive titles, aimed at enhancing search functionalities within applications such as Claude Desktop.

figma-mcp-server

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by injunko

Framelink Figma MCP Server is a tool that provides coding agents with access to Figma design data, enabling them to implement designs in one-shot with enhanced accuracy. It simplifies the Figma API data for use with AI-powered coding tools.

kachaka-mcp

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by comoc

Kachaka MCP Server bridges Kachaka functionalities to AI models via MCP, enabling control and state monitoring. It supports AI models like GPT-4 and Claude, and includes essential components like API client and resource layer.

mcp-test-server

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by watamoo

The MCP Test Server is a Python-based implementation leveraging the Model Context Protocol to enable a RAG system with OpenAI's vector store capabilities. It allows for creating and querying vector databases from local directories, integrating seamlessly with other applications like Claude.

mcp-telegram-poc

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by arananet

This project is a Python-based application that implements both a Model Context Protocol client and server to facilitate seamless interactions between LLMs and Telegram. It allows for sending notifications via Telegram and checking for user replies, focusing on modularity and integration with various LLM applications.

mcp-server-dynamic-env

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by yonathan-shtekel

DynamicEnv MCP Server is a Kubernetes-based solution that provides real-time management and AI-driven integration of dynamic environments through MCP. It enhances observability, real-time operations tracking, and intelligence for developers working with Kubernetes resources.

synthcore-2.0-mcp-server

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by Louranicas

Synthcore 2.0 is an advanced Model Context Protocol server designed for agentic AI systems, focusing on agent registration, ethical drift control, and tool orchestration. It offers extensive features and modules that support intelligent agent management and kernel synchronization.

ThetaBird_mcp-server-axiom-js

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by MCP-Mirror

The project is a JavaScript implementation of the Axiom MCP server, enabling data queries via Axiom Processing Language. It facilitates integration with Node.js environments and offers several API endpoints for tool execution and server information retrieval.

coffee_mcp_server

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by vijay-fs

Coffee MCP Server is a document extraction and processing API built with FastAPI, enabling asynchronous text and table extraction and embedding generation from documents. It utilizes OCR technology for efficient document handling and supports MongoDB for job tracking.

MCP-image-gen

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by rmcendarfer2017

The Image Generator MCP Server is designed to create and manage image generation using Replicate's Stable Diffusion model. It supports saving and listing images with metadata and offers configurable options for image styles. The server is suitable for generating images programmatically within an MCP environment.

basic-sentiment-mcp-server

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by pdulapalli

The basic-sentiment-mcp-server project is designed to run a Model Context Protocol (MCP) Server for sentiment analysis. It involves setting up a development environment specifically on macOS, installing required dependencies, and using MCP SDK utilities for development and testing.

mcp-think-tool

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by ddkang1

The MCP Think Tool Server is designed to bolster Claude's complex reasoning by providing a structured tool for enhanced problem-solving. It maintains a thought history, offers insights into thinking patterns, and allows resetting the process as needed.

brand-to-theme-mcp-server

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by mmokarzel

The Brand-to-Theme MCP Server is a tool for automating the conversion of brand identity PDFs into Shopify themes. It extracts design elements and transforms them into ready-to-install themes, integrating directly with Shopify and supporting Figma components.

clickup-mcp-server

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by cedrazgabriel

MCP ClickUp Helper is a server that simplifies interactions with the ClickUp API using the Model Context Protocol. It allows users to query and update tasks in ClickUp seamlessly, integrating into AI workflows for enhanced automation.

DMontgomery40_mcp-local-server

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by MCP-Mirror

BirdNet-Pi MCP Server is a Python-based application designed to integrate with BirdNet-Pi for bird detection and analysis. It offers various features such as detection data retrieval, statistics, and report generation through a set of API endpoints.

mcp-server-saillogger

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by Saillogger

The MCP Server Saillogger is a specialized server designed to manage Saillogger data. It integrates with the Saillogger network to provide real-time AIS positions for AI applications. The server is set up to be compatible with Python 3.12 and can be efficiently used within AI contexts.

mcp-server

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by ArchBlizzard

This project is an MCP server that integrates Claude AI with ElevenLabs to enable voice interactions. It allows users to have natural voice conversations with AI, using ElevenLabs voices and Claude's capabilities.

intent-mcp-server

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by aintent

The Intent MCP Server is a Model Context Protocol server designed to convert natural language intents into structured formats through an extensible and reliable API. It offers features like intent processing, natural language understanding, and flexible storage, all structured with a clean architecture for maintainability.

slim-MCP

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by webdevtodayjason

Slim-MCP is a project that enhances Claude with various Python-based tools utilizing the MCP protocol. It features tools for calculations, weather forecasts, time management, and is extensible through custom Python functions. The project integrates with multiple platforms including the Claude Desktop and Cursor IDE.

mcp-crypto-server

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by yanqinghao

The MCP Crypto Server is a high-performance platform designed for real-time cryptocurrency market data and analysis, featuring tools for AI integration and news sentiment analysis. It offers scalable solutions for data storage, exchange connectivity, and news aggregation with seamless integration for AI applications through MCP.

pragmar_mcp_server_webcrawl

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by MCP-Mirror

MCP Server Webcrawl is a free, open-source tool for integrating web crawlers with AI language models using the Model Context Protocol. It supports various features, including full-text search, resource filtering, and compatibility with multiple web crawlers.

nutritionix-mcp-server

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by MCP-Forge

The Nutritionix MCP Server allows AI agents to access nutritional and exercise data via the Nutritionix API. It enables natural language processing for food searches, nutrition analysis, and calorie estimates. Contributions are encouraged to enhance its functionality.

GPlay_reviews_MCP_server

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by Kirill812

The GPlay Reviews MCP Server is a Model Context Protocol server designed for accessing and analyzing reviews from the Google Play Store. It features advanced filtering, automated analytics, and seamless integration with other MCP clients.

amazon-redshift-mcp-server-by-cdata

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by CDataSoftware

The project is a Model Context Protocol (MCP) server designed for querying live Amazon Redshift data through a read-only interface, allowing seamless access via natural language processing. It integrates with the CData JDBC Driver, enabling large language models to perform efficient data queries without needing SQL expertise.

shopify-mcp-server-by-cdata

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by CDataSoftware

CData's MCP Server for Shopify enables querying live Shopify data via natural language by wrapping the CData JDBC Driver. It facilitates AI clients in retrieving relevant data without needing SQL knowledge.

EAGS4-MCP-Server-Client

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by walnashgit

This project provides a Multi-Component Platform (MCP) server with integration for Gemini AI, enabling sophisticated task execution through natural language commands. Key features include mathematical operations, string processing, and Keynote application integration.