This is a continuously updated curated list of MCP servers, covering multiple categories such as browser control, art and culture, cloud platforms, command - line, communication, customer data platforms, databases, developer tools, data science tools, file systems, finance and fintech, games, knowledge and memory, location services, marketing, monitoring, search, and utilities. Each project comes with a GitHub link and the number of stars, making it easy for users to quickly understand and use.

MaverickMCP is a personal stock analysis server based on FastMCP 2.0, providing professional level financial data analysis, technical indicator calculation, and investment portfolio optimization tools for MCP clients such as Claude Desktop. It comes pre-set with 520 S&P 500 stock data, supports multiple technical analysis strategies and parallel processing, and can run locally without complex authentication.

FinLab AI is a quantitative financial analysis platform that helps users discover excess returns (alpha) in investment strategies through AI technology. It provides a rich dataset, backtesting framework, and strategy examples, supporting automated installation and integration into mainstream AI programming assistants.

An MCP server that provides financial market data, supporting queries of financial data and price information of stocks and cryptocurrencies

Awesome MCP Servers is a comprehensive collection of Model Context Protocol (MCP) servers, covering 7,158 MCP servers divided into 33 categories, including AI integration, art and media, browser automation, cloud services, databases, developer tools, file systems, finance, gaming, hardware, healthcare, infrastructure, knowledge management, location maps, marketing, monitoring, multimedia processing, operating systems, project management, scientific research, security, social media, travel and transportation, utilities, and version control, etc.

LYRAIOS is a multi-AI agent operating system based on the Model Context Protocol (MCP), aiming to extend AI application functions by connecting financial networks and public blockchain chains, providing services such as blockchain operations, fintech analysis, and educational learning.

An MCP server based on akshare, providing functions such as data query, market analysis, and financial news for stocks and cryptocurrencies

An A-share market data query server based on the MCP protocol, providing various query functions such as basic stock data, historical market conditions, and financial statements

A flight search MCP server based on the Duffel API, supporting complex itinerary planning and multi - date price comparison

MoltBridge is a platform that provides professional network intelligence for AI agents. It analyzes interpersonal relationships through a graph database to help AI agents find the best contact path and generate credibility proof.

CKB is a tool that transforms a codebase into a queryable knowledge base. It helps developers understand code, analyze impacts, find owners, and detect dead code via CLI, API, or AI assistants, improving development efficiency and security.

An MCP server based on Yahoo Finance data, providing real - time stock quotes, market data, and historical information, supporting visual analysis and portfolio tracking, and can be integrated into assistants such as Claude without an API key.

Claude-historian is an MCP server used to search the conversation history of Claude Code, helping users quickly find past solutions, track file changes, and learn from previous work.

A comprehensive MCP server that provides machine learning model training, fine-tuning, and experiment management functions, supporting multi-backend training, cloud GPU deployment, and cost estimation.

The Crunchbase MCP Server is a model context protocol service that provides access to Crunchbase data, supporting AI assistants to query company information, financing data, acquisition records, and personnel information.

Integrate Adfin financial service tools through Claude Desktop to achieve automated financial operations

Beanquery MCP is an experimental implementation of the Model Context Protocol (MCP) server for interacting with Beancount ledger files, enabling querying and analysis of financial data through the BQL query language and the beanquery tool.

A localized AI financial management system developed based on Rust, supporting natural language input, intelligent analysis, tax calculation, and debt tracking. All data is stored in the local SQLite database.

The StockFlow MCP server is a real-time stock data and options analysis service based on Yahoo Finance, providing market data access and analysis capabilities for LLMs.

This is an MCP server based on the Alpha Vantage API, which provides stock data query functions and can be used as a context data source for LLMs.

DINO-X MCP is a project that enables large language models to perform fine-grained object detection and image understanding through DINO-X and Grounding DINO 1.6 API. It can achieve precise object positioning, counting, attribute analysis, and scene understanding, and supports natural language-driven visual tasks and workflow integration.

PaperPal is an MCP extension tool designed to help users search for and write literature reviews, discuss papers, find new papers, and organize literature ideas through natural conversations with LLMs (such as Claude).

PodCrawlerMCP is an MCP service that discovers podcast content through web crawlers, helping AI assistants find podcast shows and episodes based on topics.

SERP MCP Server is a Google search result crawler server based on the Model Context Protocol. It supports fingerprint rotation, location encoding, and streamlined mode, and can automatically extract data such as organic results and related searches.

This project is a tutorial for quickly building an MCP server, supporting multiple data sources such as Yahoo Finance. It can be set up within 10 minutes, including development environment configuration, dependency installation, and running steps.

The MCP Installer is a project that provides tools related to the MCP server, including functions for finding, configuring, and installing the MCP server.

Daraja MCP is a middleware server that connects AI systems with the Safaricom M-Pesa payment API, enabling AI-driven financial transaction automation through the standardized MCP protocol.

A Model Context Protocol (MCP) server that connects to the open API of Bank Negara Malaysia (BNM), providing tools for obtaining various financial data such as exchange rates, interest rates, and gold prices.

An intelligent stock data query and analysis service based on the MCP protocol, providing functions such as stock information query, financial analysis, and industry search, and supporting natural - language interaction.

The project involves documentation, sample code repositories, and community resources for the LangChain framework, including technical content such as Python programming, AI agent development, FastAPI integration, and LLM fine-tuning.

An experimental Model Context Protocol server based on Node.js that provides access to the Autodesk Platform Services API and implements fine-grained access control through the Secure Service Accounts feature.

A stock market data service based on the Alpha Vantage API, providing functions for querying real-time stock prices, market reports, and corporate financial data

MCP Yahoo Finance is a server based on the Model Context Protocol, providing tools to interact with Yahoo Finance for obtaining financial data such as stock prices and company information.

The OpenSCAD MCP Server is a service for generating parametric 3D models from text or images. It supports multi - view reconstruction, AI image generation, remote CUDA processing, and workflow approval, and finally outputs OpenSCAD - compatible model files.

Daraja MCP is a protocol server connecting AI with Safaricom M-Pesa payment services, supporting AI-driven financial transaction automation.

This is a TypeScript-based MCP server project that connects MCP clients such as Cursor with YNAB (You Need A Budget) accounts, enabling direct access to and operation of personal financial data from the editor. The project provides various tools, including listing budgets, accounts, categories, and transactions, and supports reading and writing financial data through the YNAB API.

The Unsloth MCP Server is a server for efficiently fine-tuning large language models. Through optimized algorithms and 4-bit quantization technology, it achieves a 2-fold increase in training speed and an 80% reduction in video memory usage, supporting multiple mainstream models.

OpenManus is an open-source project that allows users to realize various ideas without an invitation code. It was built by members of the MetaGPT team in 3 hours. It provides a simple implementation that allows users to create their own intelligent agents and supports multiple languages and configurations. The project welcomes suggestions, contributions, and feedback. Future plans include better planning, real-time demonstrations, playback functions, RL fine-tuning models, and comprehensive benchmarking.

This project is a list of MCP servers, covering multiple fields such as browser automation, tool integration, system automation, AI services, search, commands, workflow automation, social media, communication, customer data platforms, databases, knowledge storage, development tools, file systems, cloud storage, finance, location services, monitoring, research data, security, travel, data visualization, notes, marketing, identity, etc.

BLPAPI-MCP is an MCP server project based on the Bloomberg financial data interface. It requires Bloomberg Terminal support, provides financial data access functions, and supports integration with various AI development tools.