Arize Phoenix is an open-source AI and LLM observability tool for inspecting traces, managing prompts, curating datasets, and running experiments.

AWS MCP Servers allow AI agents to interact with and manage a wide range of AWS services using natural language commands. They enable AI-powered cloud management, automated DevOps, and data-driven insights within the AWS ecosystem.

Firecrawl MCP Server is an official Model Context Protocol (MCP) server implementation that integrates with Firecrawl to provide powerful web scraping capabilities to Large Language Models (LLMs). It acts as a bridge between LLMs and the web, allowing them to access and process web content for various tasks.

Klavis AI provides open-source Multi-platform Control Protocol (MCP) integrations and a hosted API for AI applications. It simplifies connecting AI to various third-party services by managing secure MCP servers and authentication.

An AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions, right in their IDE.

azure-mcp is a server that implements the Model Context Protocol (MCP) to connect AI agents with Azure services. It allows developers to interact with Azure resources like Storage, Cosmos DB, and the Azure CLI using natural language commands within their development environment.

An MCP server for Apify Actors, allowing AI assistants to use any of the 3,000+ pre-built cloud tools for web scraping and automation.

Armor Crypto MCP provides a unified interface for AI agents to interact with the crypto ecosystem, including wallet management, swaps, staking, and multi-chain operations.

An MCP Server to expose GraphQL operations as MCP tools.

Alpaca’s MCP server lets you trade stocks and options, analyze market data, and build strategies through Alpaca's Trading API.

MCP Server for Apache Doris, an MPP-based real-time data warehouse.

AgentRPC is a universal RPC layer designed for AI agents. It allows agents to connect to and execute functions written in any programming language, across any network boundary, simplifying the integration of disparate services and tools into a cohesive AI-powered workflow.

AgentQL MCP Server is a Model Context Protocol (MCP) server that integrates AgentQL's data extraction capabilities, enabling AI agents to get structured data from the unstructured web.

Auth0 MCP Server enables AI agents to manage Auth0 tenants using natural language, streamlining tasks like application and user management.

AlibabaCloud CloudOps MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with Alibaba Cloud APIs, enabling AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS andother widely used cloud products.

Connect to 100+ APIs for financial market data, including stock prices, fundamentals, and more from AlphaVantage.

Axiom MCP Server implements the Model Context Protocol (MCP) for Axiom, enabling AI agents to query logs, traces, and other event data using the Axiom Processing Language (APL). It allows AI agents to perform monitoring, observability, and natural language analysis of data for debugging and incident response.

An MCP server for Alibaba Cloud RDS that allows programmatic management of database instances through an LLM.

Astra DB MCP Server enables Large Language Models (LLMs) to interact with Astra DB, a cloud-native NoSQL database, allowing LLMs to perform various database operations and act as agents for data management.

An MCP server for Apache IoTDB, enabling database interaction and business intelligence capabilities for time-series data.

Connect your AI agent to over 130 SaaS applications like Slack, Salesforce, and Google Calendar using Paragon's ActionKit API.

An experimental MCP server for interacting with Algolia APIs, allowing AI agents to provision, configure, and query search indices.

The Atlan Agent Toolkit enables AI agents to interact with the Atlan data catalog, facilitating AI-powered data discovery and automated data governance. It provides a Model Context Protocol (MCP) server that exposes Atlan's capabilities to Large Language Models (LLMs).

A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly.

An MCP server that connects AI agents to Alibaba Cloud's AnalyticDB for MySQL, enabling them to retrieve database metadata and execute SQL operations for data analysis and management.

authenticator_mcp is a secure server that enables AI agents to retrieve 2FA codes and passwords from the Authenticator App. It automates login processes and enhances security by allowing AI assistants to handle credential retrieval.

mcp-audiense-insights is a tool that connects AI agents to the Audiense Insights platform. It enables AI agents to access and analyze marketing insights and audience data for various use cases like market research and content strategy.

The ATLA-MCP-Server is a tool for evaluating the response quality of large language models (LLMs). It provides a standardized interface that enables AI agents to assess LLM responses based on specified criteria, delivering scores and textual feedback.

Powerdrill-mcp is a Model Context Protocol (MCP) server that enables interaction with Powerdrill datasets, providing tools for data analysis and integration with AI clients like Claude Desktop and Cursor.

mcp-aiven is a Model Context Protocol (MCP) server that enables AI agents to manage and query various Aiven services and their broader ecosystem. It allows developers to build full-stack solutions by providing programmatic interaction with Aiven services.

A Python library for integrating the Alation Data Catalog with AI agents, enabling them to access and leverage enterprise metadata.

Agentset MCP Server is a component of Agentset, an open-source platform for Retrieval-Augmented Generation (RAG). It helps developers build intelligent, document-based applications by connecting their knowledge base to AI agents.