Awesome MCP Servers is a GitHub-curated list compiling various MCP (Model Context Protocol) servers that allow large language models to interface with external tools, files, APIs, databases, and more. These servers empower AI agents to perform tasks beyond simple text generation by enabling them to access structured resources and execute contextual operations. The list features both production-ready and experimental implementations contributed by the community.

awesome-mcp-servers

A curated list of Model Context Protocol (MCP) servers enhancing AI capabilities with external tools and data.

Awesome MCP Servers

Grammarly is an AI-driven writing assistant that helps users improve their writing by providing suggestions for grammar, spelling, punctuation, clarity, and tone. It offers features such as AI-generated content, tone detection, and style recommendations to ensure effective communication. Grammarly integrates seamlessly across multiple platforms, including web browsers, desktop applications, and mobile devices, making it a versatile tool for enhancing writing quality in emails, documents, social media posts, and more.

grammarly

AI-powered writing assistant enhancing clarity, correctness, and tone across various platforms.

Grammarly

HubSpot AI, branded as 'Breeze,' is an integrated suite of artificial intelligence features within HubSpot's customer platform. It encompasses tools like AI Assistants, Copilot, and AI Agents that streamline tasks across marketing, sales, and service functions. These AI capabilities assist in content creation, data enrichment, workflow automation, and customer interaction management, enabling businesses to deliver personalized experiences at scale. With features such as AI content writing, summarization, and predictive insights, HubSpot AI enhances productivity and efficiency for customer-facing teams.

hubspot-ai

An AI-powered suite integrated into HubSpot's customer platform, enhancing marketing, sales, and service processes with intelligent automation and insights.

HubSpot AI

Lemon Agent is an AI-powered workflow automation platform designed to facilitate seamless interactions with tools like Airtable, HubSpot, Discord, Notion, and GitHub. Utilizing a Plan-Validate-Solve (PVS) architecture, it separates tasks between a Planner Agent and a Solver Agent to enhance accuracy and reliability. Users can define customizable workflows, incorporate human-in-the-loop interactions for critical steps, and build custom UIs or engage via the built-in CLI. Lemon Agent's flexibility and extensive tool integration capabilities make it a valuable asset for automating complex workflows.

lemon-agent

An AI-driven workflow automation platform enabling accurate read and write operations across various tools.

Lemon Agent

Mesha is an AI-powered accounting platform designed to automate accounts receivable and bookkeeping processes for businesses. It features AI agents like Marcus, who handles automated invoice follow-ups, and Max, who assists with bookkeeping tasks. The platform integrates with tools such as QuickBooks, Xero, and Stripe, streamlining financial operations and improving cash flow management.

mesha

AI-powered platform automating accounts receivable and bookkeeping for businesses.

Mesha

Relay.app is a modern platform designed to build AI-powered workflows and agents, enabling users to automate tasks and integrate AI functionalities seamlessly. It offers built-in AI actions for tasks like summarization, translation, and data extraction, as well as custom prompts and mini AI agents for more complex workflows. Relay.app emphasizes human-in-the-loop features, allowing for approvals, tasks, and data entry to ensure users maintain control over AI operations. With over 100 app integrations, including Gmail, Slack, and Notion, Relay.app provides intuitive and flexible automation solutions suitable for various business needs.

relay-app

A platform for building AI-powered workflows and agents with human-in-the-loop capabilities.

Relay.app

Relevance AI enables users without coding experience to create powerful AI agents that autonomously perform research, data aggregation, and task completion. Designed for those who need data-driven insights without developer resources, Relevance AI agents can be trained to perform specific tasks, enhancing operational efficiency in various workflows. **This makes AI accessible to non-technical professionals** across industries who want to integrate automation into their work with ease.

relevance-ai-agents

A no-code platform for creating AI agents that can research, complete tasks, and manage workflows.

Relevance AI Agents

Ringly.io is an AI phone agent platform tailored for e-commerce businesses. It automates customer interactions, including support inquiries, abandoned cart recovery, and product recommendations. The platform integrates with over 7,000 tools, such as Shopify and WooCommerce, to provide seamless operations. Ringly.io's agents can handle both inbound and outbound calls, operate 24/7, and support multiple languages, enhancing customer experience and reducing operational costs.

ringly-io

AI phone agent platform for e-commerce, automating customer support, cart recovery, and sales calls.

Ringly.io

Tray.ai is an AI-ready integration and automation platform designed to help enterprises build, deploy, and scale AI agents efficiently. Through its Universal Automation Cloud and Merlin Agent Builder, Tray.ai offers a low-code environment that accelerates the development of intelligent workflows and integrations. The platform supports a wide array of use cases, including IT service management, customer support, and knowledge management, by providing pre-built Agent Accelerators and robust governance features like Merlin Guardian. Recognized as a leader in the iPaaS space, Tray.ai empowers organizations to transform business processes with agility and confidence.

tray-ai

A composable AI integration platform enabling fast, flexible, and secure deployment of enterprise-grade AI agents.

Tray.ai

VoiceSpin offers cloud-based AI contact center solutions designed to amplify sales, enhance productivity, and improve agent experience. Their suite includes AI Dialer, AI Voice Bot, AI Chatbot, AI Messaging, and AI Speech Analyzer, among other features. These tools enable businesses to manage inbound and outbound communications efficiently, integrate seamlessly with various CRM systems, and deliver a seamless omnichannel customer experience.

voicespin

AI-powered contact center solutions enhancing sales and support team productivity through advanced communication tools.

AI Agents with Monday.com Integration