Awesome MCP Servers

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

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

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

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

Create AI-moderated interviews and surveys via MCP and share survey links with participants instantly.

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.

Tools for expense tracking, tax deductions, bill management, and financial analysis.

Bitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg, NFTs, and x402 payments.

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.

Persistent code index using Tree-sitter for fast, precise code search. Replaces grep with ~50 token responses instead of 2000+.

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

Search and discover Ai projects from Claude Code. Browse 1,400+ MCP servers, tools, and agents. Submit projects via your Ai agent.

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.

Cryptographic identity for MCP clients — Ed25519 keypairs, DID-based verification, trust scoring, encrypted messaging, and artifact signing.

Connect AI assistants to your Aiqbee knowledge graph via MCP.

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 for Airflow

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.