Discover Awesome MCP Servers

Codex Bridge

Enables AI coding assistants to interact with OpenAI's Codex AI through the official CLI. Provides direct integration for code analysis, file review, and batch processing with zero API costs.

MCP Vertica

A Model-Context-Protocol server that provides SQL query execution and database management capabilities for Vertica databases, featuring connection pooling, schema management, and security controls.

Pinecone MCP Server

Enables AI assistants to perform semantic search, manage vectors, and interact with Pinecone vector databases through standardized MCP tools. Supports querying, upserting, deleting vectors and monitoring database statistics for knowledge base operations.

Azure Data Lake Storage MCP Server by CData

Azure Data Lake Storage MCP Server by CData

Website Screenshot MCP

A server that allows AI agents and clients to programmatically capture screenshots of websites with options for image format and viewport selection.

Rememberizer MCP Server for Common Knowledge

Provides access to personal/team knowledge repositories with tools to search, retrieve, and save information from various sources including Slack, Gmail, and document storage platforms.

vizro-mcp

vizro-mcp

Smart Code Search MCP Server

Enables semantic code search across projects using AI embeddings to find code by meaning rather than just text matching. Provides fast intelligent search, symbol analysis, and code similarity detection with multi-language support.

cdli-mcp

설형 문자 디지털 도서관 이니셔티브 MCP 서버

Changerawr MCP Server

A Model Context Protocol server that enables AI assistants like Claude to manage changelogs, projects, and content through natural language interactions with Changerawr instances.

PokeMCP

An MCP server that provides detailed Pokémon information by integrating with the PokeAPI, allowing users to fetch comprehensive data about Pokémon and simulate battles.

Google Solar MCP Server

Connects to the Google Solar API to provide detailed solar potential analysis of buildings based on geographic coordinates, including financial data, panel configurations, and environmental impact estimates.

vantage-mcp-server

vantage-mcp-server

Crawl4AI RAG MCP Server

Web crawling and RAG implementation that enables AI agents to scrape websites and perform semantic search over the crawled content, storing everything in Supabase for persistent knowledge retrieval.

Interactive Drawing MCP

대규모 언어 모델과 함께 협업 드로잉을 위한 MCP 서버

SeatGeek MCP Server

Enables users to search for events, performers, and venues through the SeatGeek API. Provides event recommendations, detailed venue seating information, and performer discovery capabilities for ticketed entertainment events.

MCP

MCP 서버

MCP Shell Server

A secure interface that enables language models to execute shell commands on the host operating system through the Model Context Protocol.

MCP Time Server

거울

live2d-mcp

A simple MCP server that implements a note storage system allowing users to add and summarize notes with customizable detail levels.

Qiita MCP Server

AI 에이전트가 표준화된 MCP 도구를 통해 기사 생성, 읽기, 업데이트를 할 수 있도록 지원하는 모델 컨텍스트 프로토콜 서버 (Model Context Protocol server)입니다.

Signoz MCP Server

An MCP server that enables AI assistants to interact with Signoz observability platform, providing tools to query dashboards, metrics, traces, logs, and APM data with time range support.

https://github.com/Streen9/react-mcp

react-mcp는 Claude Desktop과 통합되어 사용자 프롬프트를 기반으로 React 앱을 생성하고 수정할 수 있습니다.

mcp-server-dlis

A Model Context Protocol server that provides DLIS (Digital Log Interchange Standard) file analysis capabilities. This server enables LLMs to extract information from DLIS files, including channel data and metadata, with support for hierarchical data structures.

Twilio WhatsApp FastMCP Server

A simple server that enables AI models to send WhatsApp messages via the Twilio API by exposing a send\_whatsapp tool through the FastMCP framework.

Hyperliquid MCP Server v6

Hyperliquid MCP Server v6 - A Model Context Protocol server for interacting with the Hyperliquid exchange API

A2A MCP Server

A centralized server that tracks and manages connected agents, providing a web interface to monitor their status while enabling agent communication through a central point.

code-to-tree

code-to-tree