Communication MCP Servers

PV-Bhat_vibe-check-mcp-server

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by MCP-Mirror

Vibe Check MCP serves as an oversight layer for AI agents to prevent common reasoning errors and promote effective problem solving. It implements strategic pattern interrupts and feedback loops to enhance AI workflows.

ma3u_mcp-dust-server

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by MCP-Mirror

The MCP Dust Server is designed to facilitate interaction between Dust agents and clients via the Model Context Protocol. It provides robust features like real-time streaming, secure API key handling, and session management, making it a versatile tool for integrating AI agents into various systems.

remote-mcp-server

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by langjihao

This project involves setting up a remote Model Context Protocol (MCP) server on Cloudflare with OAuth capabilities. It provides instructions for local development, integration with MCP Inspector, and deploying on Cloudflare Workers. The project also supports connecting with Claude Desktop for enhanced interaction with the server.

Gitmaxd_dubco-mcp-server

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by MCP-Mirror

Dub.co MCP Server is an MCP-compatible server that integrates with the Dub.co link shortener API, providing AI agents with tools to manage short links effectively. It supports creating, updating, and deleting short links, with features like automatic domain selection.

Postscript-MCP-Server

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by mattcoatsworth

The Postscript MCP Server enables interaction with the Postscript SMS marketing platform API, facilitating the management of shops, subscribers, campaigns, and more. It provides tools and features for handling SMS marketing operations efficiently.

google-docs-mcp-server

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by Meerkats-Ai

The Google Docs MCP Server is a Model Context Protocol (MCP) server implementation designed for seamless integration with the Google Docs API. It allows AI assistants to perform operations such as creating, reading, and managing Google Docs. Key functionalities include document creation, updating, sharing, exporting, and connection verification.

amazon-s3-on-outposts

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by ag2-mcp-servers

This project implements a Multi-Agent Conversation Protocol (MCP) Server for a specified OpenAPI endpoint, auto-generated with AG2's MCP builder. It supports various development tools for linting, testing, and building, and offers configurable server transport modes.

mcp-dalle-sse-server

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by weester-yan

The MCP Dall-E SSE Server is a server-side application that leverages OpenAI's Dall-E model to generate images from text prompts with real-time feedback using Server-Sent Events. It is designed for multiple clients and is developed in JavaScript and TypeScript.

asyncpraiserebuke-mcp

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by fabianwilliams

AsyncPraiseRebuke-MCP provides tools for managing business feedback and contact discovery, integrating with MCP-enabled clients. It features automated agent flows and utilizes a Cosmos DB for seamless data logging.

MCP-Server-n8n

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by emooney

This project provides a Model Context Protocol server built with n8n, allowing AI systems to interact with various Google services and other utility tools through a unified interface. It includes integrations for Google Calendar, Docs, Drive, and Gmail, as well as a range of utility functions. Security and credential management are emphasized.

elijahdev0_mcp-server

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by MCP-Mirror

The openapi-mcp-server is designed to provide a Model Context Protocol (MCP) interface for the Letta API. It facilitates interactions with multiple agents, tools, and sources through a comprehensive set of endpoints and is compatible with MCP consumers like Claude.js.

my-business-account-management-api

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by ag2-mcp-servers

This project is a Multi-Agent Conversation Protocol Server that connects using specified OpenAPI standards. It features automated setup and configuration options for developers, utilizing Python and various tools for linting and testing.

AverbePorto-MCP

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by GHSix

AverbePorto-MCP is an MCP server facilitating integration with the AverbePorto platform to enhance authentication and document management using AI tools. It offers various functionalities such as API credential management, protocol consultation, and secure operations.

account-and-transaction-api-specification

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by ag2-mcp-servers

The MCP Server is designed to facilitate multi-agent conversations by utilizing a specific OpenAPI specification. It includes robust development features such as linting, testing, and publishing capabilities.

tomekkorbak_strava-mcp-server

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by MCP-Mirror

The Strava MCP Server is designed to provide seamless access to athlete activity data via the Strava API, specifically for language models using the Model Context Protocol. It offers structured data retrieval with error handling and requires API authentication.

whatsapp-api-mcp-server

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by wati-io

The project is a Model Context Protocol (MCP) server designed to integrate WhatsApp with Claude AI using the Wati API. It allows users to interact with WhatsApp data such as messages and contacts through Claude, enabling the automation and enhancement of messaging tasks.

flight-price-analysis-api

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by ag2-mcp-servers

The MCP Server is a Multi-Agent Conversation Protocol server designed to facilitate communication using an OpenAPI URL. It includes support for different transport modes and can be easily configured and managed. The project relies on modern Python tooling for development, testing, and publishing.

marketplace-protocol

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by ag2-mcp-servers

This project is an MCP Server built with a focus on multi-agent communication, supporting various transport modes and configurable via environment variables. It integrates tools for linting, static analysis, and testing, ensuring robust development and deployment.

remote-mcp-server

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by kolipakakondal

The project is focused on setting up a remote MCP server using Cloudflare Workers, enabling integration with tools like MCP Inspector and Claude Desktop. It aims to facilitate OAuth-secured terminations and smooth interaction with MCP APIs.

pagerduty-mcp-server

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by wpfleger96

The PagerDuty MCP Server is designed to facilitate interactions with the PagerDuty API, enabling operations on various resources for easy programmatic use by LLMs. It supports both extension and standalone configurations, equipped with comprehensive error handling and response management features.

cloud-tool-results-api

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by ag2-mcp-servers

This project is a Multi-Agent Conversation Protocol Server generated using an MCP builder. It supports various configurations and can be run in multiple transport modes. Development tools like `ruff`, `mypy`, and `pytest` are used for maintaining code quality.

dixa-mcp-server

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by ktabori

The Dixa MCP Server is a FastMCP server designed to facilitate interaction with the Dixa API, offering multiple conversation and tag management features, as well as robust analytics tools.

mcp_server

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by avdivo

The project is a local MCP (Model Context Protocol) server providing intermediary services between AI models and internet service providers. It offers services like weather updates, news, and currency exchange rates through local deployment.

mcp-server-whatsapp-message

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by deuslirio

The WhatsApp Message Sender MCP Tool allows the sending of WhatsApp messages using the Meta Business API. It provides an MCP server that can be run standalone or integrated with Claude Local, offering tools and resources to manage messages and contacts effectively.

google-pay-passes-api

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by ag2-mcp-servers

This project is a Multi-Agent Conversation Protocol Server that automates communication processes using OpenAPI specifications. It incorporates extensive development tools for easy integration and management.

meark-enterprise-pvt-ltd

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by ag2-mcp-servers

This project is a Multi-Agent Conversation Protocol (MCP) Server designed to manage and facilitate agent conversations. It supports various configurations and transport modes, allowing for flexibility in deployment and use.

MCP-Server-for-Hashing

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by kanad13

The MCP Server for cryptographic hashing facilitates the processing of cryptographic tasks by LLMs using MD5 and SHA-256 algorithms. It is optimized for integration with MCP clients like VS Code Copilot Chat and Claude Desktop.

gemini-assistant-mcp

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by asafkorem

Gemini Assistant MCP is a lightweight server based on the Machine Conversation Protocol designed to provide a simple response to any query, demonstrating basic MCP server functionality using FastMCP. It serves as an illustrative tool for learning and experimenting with MCP Inspector.

mcp-server-for-copilot

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by CrewAakash

This project is an MCP server that integrates Microsoft Copilot Studio agents with any MCP-compatible client. Key features include maintaining conversation context and easy integration through the DirectLine API.

event-catalog_mcp-server

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by MCP-Mirror

EventCatalog is an open-source tool for documenting event-driven architecture, allowing users to access insights into their architecture through an integrated MCP Server. It supports a wide range of MCP clients for efficient querying and integrates with existing tools for enhanced usability.

cloud-search-api

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by ag2-mcp-servers

The MCP Server project provides a multi-agent conversation protocol server designed to work with a specific OpenAPI URL. It features extensive development tools for linting, type checking, and testing, along with comprehensive setup and configuration options.

firebase-dynamic-links-api

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by ag2-mcp-servers

This project is a Multi-Agent Conversation Protocol Server, auto-generated using an OpenAPI URL. It supports various development tools for linting, type checking, and automated testing.

department-of-agricultural-marketing-karnataka

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by ag2-mcp-servers

The project is a Multi-Agent Conversation Protocol Server built using AG2's MCP builder. It supports multiple transport modes, requires Python 3.9+, and focuses on high code quality with tools like ruff and mypy. Customization is possible through environment variables.

cisco-nso-mcp-server

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by dbono711

The Cisco NSO MCP Server provides an implementation for the Model Context Protocol to enable AI-powered automation through the exposure of Cisco NSO data and network operations as accessible tools. Its features include asynchronous processing, tool-first design, and flexible logging, making it suitable for integration with various MCP clients.

enterprise-license-manager-api

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by ag2-mcp-servers

The MCP Server is a Multi-Agent Conversation Protocol server designed for integrating with a specific OpenAPI URL, facilitating automated interactions. It supports various development tools and configurations to enhance usability and security.

beezup-merchant-api

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by ag2-mcp-servers

The project is an MCP Server automatically generated for a specific OpenAPI. It supports various development tools and configurations, and it is designed to facilitate multi-agent conversations based on the provided OpenAPI specifications.

jira_mcp_server

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by MaximilianoGarciaRoe

The Jira MCP Server is designed to interface with Jira's API using the Machine Control Protocol. It requires Node.js and a Jira account to function and allows for retrieval of Jira issue information automatically through Codeium.

doggybee_mcp-server-ccxt

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by MCP-Mirror

CCXT MCP Server allows seamless integration with multiple cryptocurrency exchanges using the Model Context Protocol (MCP). It is optimized for connecting LLMs to exchanges, providing real-time data and trading capabilities. This server supports a wide array of features for facilitating cryptocurrency trading and market data retrieval.

ajbr0wn_gmail-mcp-server

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by MCP-Mirror

The Gmail MCP Server is a Model Context Protocol server that provides email integration for clients like Claude Desktop. It allows users to view and search emails using Gmail's API with secure OAuth2 authentication.

mcp-test

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by tomo-cps

The GitHub MCP Server is a platform designed to test the implementation of the Model Context Protocol, facilitating standardized communication between LLMs and client applications through the GitHub API. It provides functionalities like repository management and issue tracking for integration with intelligent agents.

descope-sample-apps_descope-mcp-server-stdio

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by MCP-Mirror

The Descope MCP Server interfaces with Descope's Management APIs to facilitate project-related data operations such as searching audits and managing users. It provides tools for audit retrieval, user search, and management within a Descope project.

media-api

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by ag2-mcp-servers

The MCP Server project provides a framework for conversation management using multi-agent protocols. It allows for diverse communication transports and flexible configuration through environment variables. The setup emphasizes developer tooling such as static analysis and pre-commit hooks.

jira-mcp-server

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by chasepd

The jira-mcp-server project is designed to enable language models to manage and track issues in Jira automatically. It provides various features for creating, updating, and searching Jira issues.

mcp-dichvucong

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by phake-studio

The Dịch Vụ Công MCP Server provides a connection to Vietnam's public services, allowing AI assistants to access and relay administrative procedure information and document statuses in real-time. It helps optimize real-time data retrieval for AI applications accessing Vietnam's public services portal.

Linkedin_Mcp_Server

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by codingaslu

The LinkedIn Profile Scraper MCP Server fetches LinkedIn profile data using the Fresh LinkedIn Profile Data API. Implemented as a model context protocol server, it provides asynchronous non-blocking API calls to access profile details. Key features include environment-based configuration and integration with the MCP framework.

popcornspace_voice-call-mcp-server

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by MCP-Mirror

The Voice Call MCP Server is a tool that integrates AI assistants with telecommunication systems, enabling them to initiate voice calls through Twilio and process conversations with OpenAI's GPT-4o model. It is designed for developers seeking to explore and extend AI-powered voice calling capabilities.

portkey-mcp-server

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by rvoh-emccaleb

Portkey MCP Server is a Model Context Protocol server that connects AI tools and services to the Portkey ecosystem. It supports various configurations and is easily integrated with IDEs like Cursor and applications like Claude Desktop.

application-auto-scaling

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by ag2-mcp-servers

The project is a Multi-Agent Conversation Protocol Server that facilitates communication using various transport modes. It is built with Python and supports testing and static analysis using tools like ruff and mypy.

google-my-business-api

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by ag2-mcp-servers

This project is an MCP Server facilitating multi-agent conversations using a predefined OpenAPI URL. It features comprehensive development tools and customizable configuration for flexible server operation.

budgea-api-documentation

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by ag2-mcp-servers

The project is an MCP Server designed to facilitate multi-agent communication using the Multi-Agent Conversation Protocol. It supports various configurations and transport modes, and is built with robust development and testing tools.

Mcp-server-test

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by Kostya-Zhdanovich

The MCP Server is designed for retrieving weather information, converting currency, and fetching recent news. It works in conjunction with the CLAUDE DESKTOP client and allows users to execute queries using Model Context Protocol tools.

mcp-server-say-hello-py

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by BrightLin

MCP Server Say Hello is a service designed to provide personalized greetings compliant with the MCP v1.2 protocol specifications. It supports deployment across multiple environments and offers a standardized interface for greeting tools.

stun-mcp

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by kadoshita

This project is an MCP server designed to send STUN Binding Requests and return their results. It features minimal processing capabilities for STUN packets, focusing on essential functionalities.

gaggiuino-mcp

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by AndrewKlement

Gaggiuino MCP Server is designed for real-time data interaction with the Gaggiuino espresso machine controller. It supports retrieval and analysis of shot data, offering telemetry access for AI clients.

amazon-route-53-resolver

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by ag2-mcp-servers

This MCP Server project facilitates multi-agent conversations via an OpenAPI URL linked to Amazon AWS Route 53 Resolver. It provides configurable server operation modes and supports development tools for testing and analysis.

amazon-personalize

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by ag2-mcp-servers

The MCP Server is designed as a Multi-Agent Conversation Protocol server, leveraging OpenAPI specifications to automate setup and functionality. It supports advanced development practices and can be configured and run in different operational modes.

mcp-whatsapp-server

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by pedsanches

This server enables MCP-compatible AI assistants to communicate with WhatsApp contacts via the Waha API. It offers functionalities such as WhatsApp connection status verification and message sending by phone number and contact name.

mcp-todoist

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by stevengonsalvez

The MCP-Todoist Integration is a server that enables language models to manage and interact with Todoist tasks and projects through the Todoist API, offering comprehensive task, project, and collaboration management features.

lifx-lan-mcp

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by simon-duchastel

LIFX LAN MCP is an MCP server that enables control of LIFX lights over a local network, facilitating operations like listing, setting color, and turning lights on or off without requiring cloud access.

dubco-mcp-server

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by Gitmaxd

The Dub.co MCP Server is a tool that allows AI agents to interact with the Dub.co link shortener API, enabling automated link management tasks such as creating, updating, and deleting short links. It offers easy installation options and comprehensive API integration.