Discover Awesome MCP Servers

Combined MCP Server

Integrates Redshift database query capabilities with vector-based knowledgebase tools for semantic search and RAG applications. It enables users to execute SQL queries, explore database schemas, and perform hybrid semantic searches on markdown files stored in S3.

DocuFlow

A TypeScript-based document processing server that supports various document formats (.docx, .pdf, .xlsx) and integrates with Model Context Protocol SDK for efficient document context management.

Draw.io MCP Server

Enables programmatic creation and management of draw.io diagrams through MCP tools. Supports building architecture diagrams, flowcharts, and visualizations with stateless operations that generate VSCode-compatible .drawio.svg files.

Claude Context MCP

Enables AI assistants to index and search codebases using semantic search powered by multiple embedding providers (OpenAI, VoyageAI, Gemini, Ollama) and vector database storage.

MCPify

Provides instant access to MCP development documentation, best practices, production checklists, common mistakes, architecture patterns, and testing strategies to help developers build production-ready MCP servers.

ContextStream MCP Server

Provides AI assistants with persistent memory and code intelligence across all tools and conversations. Features semantic search, knowledge graphs, decision tracking, and impact analysis with 60+ tools for universal context preservation.

U301 URL Shortener MCP Server

U301 URL Shortener MCP Server

mcp-graphql-enhanced

Enhanced MCP server for GraphQL with filtered introspection and full variable support.

Asana MCP Server by CData

Asana MCP Server by CData

Remote MCP Server

A serverless MCP (Model Context Protocol) server deployed on Cloudflare Workers that allows connecting AI models to custom tools without authentication.

NodeMCU MCP Service

ESP8266/NodeMCU IoTデバイスを管理するためのサービス。REST/WebSocket APIを提供し、AIアシスタント統合のためにModel Context Protocolを実装します。

Notes MCP Server

Enables creating and managing text notes through MCP resources and tools. Provides note creation capabilities and automatic summarization of all stored notes.

Bazi MCP

Provides accurate Chinese Bazi (八字) fortune-telling calculations including birth chart analysis, destiny forecasting, and Chinese calendar information. Addresses inaccuracies in existing AI fortune-telling tools by delivering precise Bazi data for personality analysis and metaphysical insights.

Playwright MCP Server

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages, take screenshots, generate test code, scrape web content, and execute JavaScript in a real browser environment.

Twitter Marketing MCP

Twitter Marketing MCP

kk-bedrock-agent-hub-mcp

Enables AI assistants to query and retrieve information from Amazon Bedrock Knowledge Base using the Retrieve API, returning search results with content, location, and relevance scores.

Sequential-Thinking

A MCP server that implements sequential thinking protocols, provides structured problem-solving methods, decomposes complex problems into manageable steps, and supports iterative optimization and alternative reasoning paths.

py-mcp-qdrant-rag

Enables semantic search and retrieval-augmented generation (RAG) using Qdrant vector database. Supports indexing documents from URLs and local directories, with flexible embedding options using Ollama or OpenAI.

CSV Editor

Comprehensive CSV processing MCP server with 40+ operations for data manipulation, analysis, and validation. Features auto-save, undo/redo, and handles GB+ files

Financial Analyst MCP Server

Enables interactive stock market analysis using local Deepseek-R1 model through Ollama. Supports querying stock data, generating visualizations, and performing financial analysis via natural language commands in Cursor IDE or terminal.

Tako MCP

Queries Tako to retrieve real-time data and generate visualizations from search queries, uploaded files, or datasets, returning embeddable charts with metadata.

youtube-mcp

An MCP server that enables the extraction of transcripts and detailed metadata from YouTube videos. It allows users to retrieve video information like titles and descriptions, as well as transcripts with optional timestamps and language selection.

FastAPI Hello World Application

GitHub MCPサーバーを使って作成されたテストリポジトリ

Ioc Search MCP Server

Enables comprehensive threat analysis for Indicators of Compromise (IoCs) including IP addresses, file hashes, domains, and URLs. It provides detailed reputation scores, security vendor evaluations, and network metadata to facilitate security assessments and risk detection.

JWT Auditor MCP Server

Provides advanced JWT auditing tools including decoding, vulnerability analysis, secret bruteforcing, and JWT generation/editing capabilities for MCP-compatible clients.

MCP 学习项目⚡

個人的なMCP学習 (Kojinteki na MCP gakushū)

GitHub Copilot Response Time Statistics MCP Server

Enables users to measure, track, and compare response times of GitHub Copilot and other AI models. Provides statistical analysis and performance comparison tools for evaluating AI model efficiency.