Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

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Put performance and error data directly in the hands of your AI assistant.

Searching and access your AI coding sessions from Claude Code, Gemini CLI, opencode, and OpenAI Codex.

A conversational AI shopping assistant for web-based product discovery and decision-making.

Integrates with Google AI Studio/Gemini API for PDF to Markdown conversion and content generation.

Provides emotional support and mental health tools for AI agents.

An AI-powered tutor for higher education that supports both Claude and OpenAI models through MCP.

A unified framework for integrating various language models and embedding providers to generate text completions and embeddings.

An MCP server for offloading AI coding tasks to Aider, enhancing development efficiency and flexibility.

AI-powered code quality analysis to detect best practice violations, security issues, and architectural problems in real-time.

Access and interact with Allen Institute for Neural Dynamics (AIND) metadata directly within your IDE.

An MCP server with integrations for GitLab, Jira, Confluence, and YouTube, providing AI-powered search and development utility tools.

Creates commit messages from staged files in a local git repository.

Search for Airbnb listings and retrieve their details.

Search for Airbnb listings and get detailed information about accommodations.

Search for Airbnb listings and retrieve their details.

Search for Airbnb listings and retrieve detailed information without an API key.

Interact with Apache Airflow using natural language to manage and monitor your data workflows.

Control Apache Airflow via its API using JWT authentication.

MCP server that connects to the Airplanes.live API to provide real-time flight and aircraft data for analysis or visualization.

Read and write access to Airtable databases.

Interact with Airtable's API to manage bases, tables, and records.

Access and manage Airtable bases, tables, and records using the Airtable Web API.

Monitor air quality with Airthings devices.

A collection of MCP servers to automate virtual secretary tasks within the Microsoft Outlook suite, managing tools like Mail and Categories.

An MCP server for interacting with AIStor and MinIO object stores.

Provides read and write access to AITable.ai, a collaborative database and spreadsheet platform.

Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services

Manage Aiven cloud services like Kafka, PostgreSQL, and Redis via its API.

A server for text-to-speech generation using the AivisSpeech engine.

Automate Akamai resource actions using a conversational AI client. Requires Akamai API credentials.

An MCP server for interacting with the Akash Network, a decentralized cloud computing marketplace.