Discover Awesome MCP Servers

OpenTrading

An open-source AI trading agent for MetaTrader 5 with MCP support, connecting AI clients to MT5 for market data, analysis, and risk-gated trading.

postgres-mcp-server

Enables AI assistants to manage, monitor, and optimize PostgreSQL databases with over 200 specialized tools for operations, security, performance tuning, and diagnostics.

AKShare One MCP Server

一个基于 akshare-one 的 MCP 服务器，提供中国股票市场数据的接口。

Ultimate MCP Server

An MCP-native server that enables intelligent task delegation from advanced AI agents like Claude to more cost-effective LLMs, optimizing for cost while maintaining output quality.

Remote MCP Server

A deployable server that implements the Model Context Protocol on Cloudflare Workers, enabling AI tools to be accessed from clients like Claude Desktop and Cloudflare AI Playground.

DotnetTemplateMCP

MCP server wrapping the .NET Template Engine for AI-driven template discovery, inspection, and instantiation

Financial Analysis MCP Server

Enables LLMs to retrieve, analyze, and visualize stock prices and financial report data for quantitative trading research and investment analysis. Provides real-time and historical stock data, financial statement analysis, key metric calculations, and trading signal visualization.

BambooHR MCP Server

Enables AI assistants to interact with BambooHR's API through natural language queries. Provides access to employee data, time off management, company files, and HR operations with comprehensive tools for workforce management.

updsts

Automatically update AWS credential files with temporary STS tokens and retrieve credential info, enabling secure credential management via Agent tools.

N Lobby MCP Server

A Model Context Protocol server that provides secure access to N Lobby school portal data including announcements, schedules, and learning resources through browser-based authentication.

patsnap-mcp-biology-modality

Search 1B+ biological sequences, antibodies, and multi-omics data via specialized bio-intelligence tools.

Twitter MCP Server

这个 MCP 服务器允许客户端与 Twitter 互动，从而能够发布推文和搜索 Twitter。

Replicate

使用户能够通过模型上下文协议访问和管理 Replicate 的 AI 模型和预测，并提供用于创建、取消和检索模型预测和参数的工具。

roundtable-mcp

Enables Claude to orchestrate multi-model AI roundtable discussions between GPT-4o, Gemini, Grok, and DeepSeek through independent responses and cross-critique rounds. It supports various discussion presets such as debate, brainstorm, and consensus to facilitate diverse perspectives and synthesis.

Flux Schnell Server

一个基于 Flux Schnell 模型的 MCP 图像生成服务器，提供 API 接口，可以通过文本提示生成图像，并支持自定义尺寸和种子。

Kokoro TTS MCP Server

Enables AI agents to generate and play high-quality text-to-speech audio using the Kokoro model, with support for multiple voices, adjustable speaking speed, and audio caching.

Quip MCP Server (TypeScript)

A Model Context Protocol (MCP) server for interacting with Quip spreadsheets. It provides tools to read spreadsheet data from Quip documents and return the content in CSV format.

Google Chat Webhook MCP Server

Sends messages to Google Chat via webhooks with automatic Markdown to Cards V2 conversion, supporting headers, lists, code blocks, tables, and images with validation and fallback handling.

Feedback Pipeline MCP Server

Bridges Notion custom agents with Claude Code to automate bug reproduction and fix implementation. It utilizes Playwright for browser automation to verify issues and Claude Code to develop and test software fixes.

AI Repo Adventures MCP

Transforms code repositories into interactive, themed adventures for exploration and learning through a Model Context Protocol server.

Pexpect MCP Server

Enables AI assistants to execute Python code with pexpect functionality for interactive debugging sessions with command-line tools like LLDB and GDB. Maintains a stateful Python session allowing programmatic control of interactive processes.

Siigo MCP Server

Enables interaction with the Siigo API to manage products, customers, and invoices with enterprise-grade security features like RBAC and audit logging. It supports financial reporting operations and secure data handling through the Model Context Protocol.

flin-linkedin-posts-mcp

Enables users to read and analyze their own LinkedIn posts and shares using OAuth login and LinkedIn's Member Data Portability API. Supports post listing, analysis, draft matching, and engagement enrichment.

Bucketeer Docs Local MCP Server

Enables AI assistants to search and retrieve content from Bucketeer's feature flag and experimentation documentation for accurate information.

GenGEO

Machine-readable merchant verification infrastructure for AI shopping agents and agentic commerce systems.

scvi-tools MCP Server

Enables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. Supports SCVI for scRNA-seq analysis, SCANVI for cell type annotation, TOTALVI for multi-modal RNA/protein data, and PEAKVI for scATAC-seq analysis.

Todoist MCP Server

Provides Todoist task management capabilities to AI assistants through the Model Context Protocol. Enables users to interact with their Todoist projects and tasks directly through Claude Desktop using natural language commands.

MCP Search Analytics Server

A Model Context Protocol server that provides unified access to Google Analytics 4 and Google Search Console data through real-time analytics queries.

MCP RAG

A complete MCP server for Retrieval-Augmented Generation with file management and vector memory for agents. Supports multiple document formats (PDF, DOCX, TXT, MD, CSV, JSON) with semantic search using Hugging Face embeddings and ChromaDB for efficient vector storage.

GitHub Copilot MCP Server

Integrates GitHub Copilot CLI with MCP clients to offer various coding assistance tools including asking questions, explaining code, suggesting commands, debugging, refactoring, generating tests, and reviewing code.