Awesome MCP Servers

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

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

Search for market news and financial data by entity, country, industry, or symbol using the Marketaux API.

Automates marketing operations with AI-powered optimization, real-time analytics, and multi-platform integration.

Recession probability scoring, capital rotation analysis, investment calculators, and real-time economic data. 19 tools for financial market intelligence

Search trading cards (TCGPlayer), music gear (Reverb), and local service pros (Thumbtack) from one MCP server. Real-time prices, ratings, and listings.

Real-time financial indicators for AI assistants

Provides market research and business analysis by integrating with multiple economic data sources like Alpha Vantage, BLS, and the World Bank.

A read-only MCP server by CData for querying live MarkLogic data with LLMs. Requires a separate CData JDBC Driver.

An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG). Server runs as HTTP service.

Interact with the Marvel Developer API to access data on characters and comics.

Connects MasterGo design tools with AI models, allowing them to retrieve DSL data directly from design files.

A standalone MCP service that connects MasterGo design tools with AI models, enabling them to retrieve DSL data directly from design files.

A demonstration tool showcasing potential security attack vectors against the Model Control Protocol (MCP).

Provides AI assistants with direct access to Mastra.ai's complete knowledge base.

Client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.

Query the Materials Project database using the mp_api client. Requires an MP_API_KEY environment variable.

Educational MCP server with math operations, statistics, visualizations, and persistent workspace.

Execute MATLAB scripts and functions via MCP clients. Requires a local MATLAB installation.

Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®.

Integrates MATLAB with AI to execute code, generate scripts from natural language, and access documentation.

A toolkit to integrate agent frameworks like MCP with Maton APIs through function calling.

Provides advanced code review, implementation planning, and pull request generation using Matter AI.

JSON-driven E2E test runner with parallel Chrome pool execution, visual verification, and 16 MCP tools.

Autonomous agent framework for infrastructure operations. Governance-first — ships a constitution, 14 standards, and a kill switch. Your services detect their own problems, recall past fixes, and self-heal at 3 AM while you sleep. Built on FastMCP. Python 3.10+.

Integrates with the Mautic marketing automation platform.

A creative toolkit for AI agents to generate, edit, and manage images, models, and collections using the MAVAE API.

Tools to query latest Maven dependency information

A Model Context Protocol (MCP) server that indexes your local Maven repository (~/.m2/repository) and Gradle cache ( ~/.gradle/caches/modules-2/files-2.1) to provide AI agents with tools to search for Java classes, method signatures, and source code.

Search for and retrieve detailed information, including READMEs and metadata, for Maven packages from Maven Central.

Access real-time Maven Central intelligence for fast and accurate dependency information.

Gives Claude explicit tools for reasoning: adding thoughts, branching to explore alternatives, revising earlier thinking, and navigating thought history. 11 focused tools designed for how Claude actually thinks