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

Interact with the Qase API for test management. Requires a QASE_API_TOKEN for authentication.

An MCP server for interacting with the Qase test management platform.

An MCP server for interacting with the Qase test management platform.

Implement semantic memory layer on top of the Qdrant vector search engine

A toolkit for loading data into the Qdrant vector database, supporting AI-powered development workflows.

Semantic search using the Qdrant vector database.

Semantic code search using the Qdrant vector database and OpenAI embeddings.

A knowledge graph implementation with semantic search powered by the Qdrant vector database.

A semantic search server for codebases using Qdrant, featuring intelligent GitHub issue and project management.

Semantic search using the Qdrant vector database.

connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.

A server for natural language processing of asset prices and financial modeling for withdrawal rate impact analysis.

An MCP server that provides an automatic answering function for the Qingma Yizhan platform.

Access Qiniu's cloud storage, intelligent multimedia services, and CDN operations via the Model Context Protocol.

Access comprehensive enterprise data from the Qixin Open Platform APIs.

Enables AI assistants to send messages to Enterprise WeChat (Qiye Wechat) groups via webhooks.

Interact with Qlik Cloud applications and extract data from visualizations using the Qlik Cloud API.

An MCP server for integrating with and querying q/kdb+ databases.

An MCP server that interfaces with the locally running MiniQMT trading system.

Download and query stock market data using the QMT platform.

Interact with the Qonto Business API to manage finances, transactions, and account information using API credentials.

An MCP server for Qovery AI Copilot that enables deploying apps and managing Kubernetes on AWS, GCP, Azure, and On-Premise infrastructure with natural language

Dynamic QR code MCP server for AI agents — create, update, track QR codes

A server for local interactions with the QuantConnect API.

An MCP server for intelligent search and retrieval of QuantConnect PDF documentation.

Converts QuantConnect PDF documentation into searchable markdown, enabling fast, context-aware search.

Unify your marketing team around one AI-powered source of truth. Quanti connects your marketing data to your warehouse. Execute SQL queries on BigQuery, explore table schemas, discover pre-built use cases, and analyze performance across Google Analytics, Google Ads, Meta Ads, TikTok, affiliate networks and more. all through natural conversation

A server for validating quantum computing library code, with support for PennyLane.

Perform quantum computations using OpenAI and IBM Quantum APIs.

A quantum circuit simulator with noise models and OpenQASM 2.0 support, accessible via the Model Context Protocol (MCP).