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

A workflow management system for AI-assisted development with MCP support, featuring flexible storage via file system or PostgreSQL.

An implementation of the Model Context Protocol (MCP) for communication between AI models and external tools, featuring server and client examples in Python and Spring Boot.

A server to manage studies, recruit participants, and collect data on the Prolific platform.

Interact with your Prometheus monitoring infrastructure using natural language.

Retrieve and analyze time-series data from Prometheus databases using PromQL queries.

Expose Prometheus monitoring tools to an LLM for querying and analysis.

An MCP server for integrating with Prometheus to query metrics.

A Prometheus MCP server with full API support for comprehensive management and deep interaction with Prometheus beyond basic query support. Written in go, it is a single binary install that is capable of STDIO, SSE, and HTTP transports for complex deployments.

Generate expert-level AI prompts for 140+ platforms, score quality with 16-dimension Prompt Score analysis, and manage prompts in PromptDrive library

Connects to Notion databases to manage, search, and retrieve AI prompts across multiple collections.

Enables AI models to prompt users for input directly within their code editor for interactive conversations.

An MCP server for the Amazon Q Developer CLI to manage local prompt files.

A lightweight, file-based server for managing and serving prompts via stdio.

The first EU-sovereign, version-controlled prompt library that natively exposes your team’s templates as a managed MCP Server for agentic discovery.

AI-powered prompt refinement tool with adaptive questioning and multi-provider support. Intelligently refines prompts through clarifying questions, supports 6+ AI providers (Google Gemini, Anthropic Claude, OpenAI, Groq, Alibaba Qwen, Zhipu GLM), and provides comprehensive prompt engineering capabilities.

An MCP server for managing and serving prompts from markdown files with YAML frontmatter support.

An AI capability enhancement system providing professional roles, memory management, and knowledge systems for applications like Claude and Cursor.

Access and manage prompts from promptz.dev for developers.

AI-powered English pronunciation scoring at phoneme level. 17MB model, sub-300ms, returns IPA/ARPAbet notation with per-phoneme scores.

UK property data: crime stats, schools, demographics, valuations, comparables, Ofsted ratings

ProPresenter 7 MCP Server

Connect AI assistants to Propstack real estate CRM. Search contacts, manage properties, track deals, schedule viewings, and manage your entire real estate pipeline through natural language. 47 tools covering the complete Propstack API.

Search and analyze nonprofit organizations' Form 990 data using ProPublica's Nonprofit Explorer API.

A modern, extensible multi-agent workflow engine with real-time monitoring and a web visualization interface.

The MCP tool that allows AI to directly create prototypes based on HTML enables rapid construction of software prototypes even without Figma or Axure.

Integrates with the Succinct Prover Network to monitor, calibrate, and optimize prover operations.

MCP server for the Proxenio verified intent network enabling AI agents to retrieve verified matches and accept introductions with inherited trust controls.

A server for managing Proxmox VE environments directly from your project directory.

roxmox VE management MCP server with full OpenAPI integration for controlling VMs, containers, and cluster resources

A server for quantum physics simulation and animation, using QuTip for computations and Manim for visualizations.