Discover Awesome MCP Servers

SEO Analytics MCP

An MCP server that integrates Google Search Console and Google Analytics 4 to provide unified SEO and web traffic analysis. It allows users to fetch search performance data, merge page metrics, and generate automated trend reports or actionable insights through tool calls.

MCP Multiagent Bridge

Enables secure coordination between multiple LLM agents through authenticated messaging, status updates, and conversation management. Features automatic secret redaction, rate limiting, and audit trails for safe multi-agent collaboration in development environments.

nREPL MCP Server

Enables interaction with a running Clojure nREPL instance for evaluating Clojure code, inspecting namespaces, and retrieving connection statuses, compatible with MCP clients like Claude Desktop and CLine in VSCode.

Feishu/Lark OpenAPI MCP

Enables AI assistants to interact with Feishu/Lark platform APIs for automation scenarios including message management, document operations, calendar scheduling, group management, and Bitable operations through natural language.

mcp-subconscios

Run conjoint experiments and causal research through AI powered behavioral simulations

MCP MariaDB Server

Enables AI assistants to interact with MariaDB databases through standard SQL operations and advanced vector/embedding-based search. Supports database management, schema inspection, and semantic document storage and retrieval with multiple embedding providers.

Synthetic Web Search MCP Server

Exposes the Synthetic API as an MCP tool to enable web searching within Claude and other compatible applications. It provides formatted search results including titles, URLs, and text snippets for enhanced model context.

mcp_command-line_tool

mcp\_command-line\_tool

MCP Server Boilerplate

A starter template for building Model Context Protocol servers that can integrate AI assistants with custom tools, resource providers, and prompt templates.

AsterDex MCP Server

Provides access to AsterDex perpetual futures market data including real-time order books, candlestick charts, funding rates, and price statistics for cryptocurrency trading pairs.

hyperliquid-info-mcp

hyperliquid-info-mcp

ONEDeFi MCP Server

Enables AI-powered DeFi operations across Ethereum, Polygon, and Solana with automated portfolio optimization, risk assessment, and yield farming strategies. Provides intelligent portfolio diagnostics, investment strategy generation, and multi-chain DeFi protocol integration through natural language.

Atlassian MCP Server

Enables AI assistants to search and retrieve data from Jira and Confluence directly within MCP-compatible IDEs. It provides tools for managing Jira tickets and Confluence pages using OAuth 2.0 authentication and Hexagonal Architecture.

Markdown Editor MCP Server

Provides semantic editing tools for Markdown files, allowing structured manipulation of document elements through hierarchical paths rather than raw text operations. Supports navigation, search, content replacement, element insertion/deletion, undo functionality, and YAML frontmatter management.

Yourware MCP

사용자들이 프로젝트 (단일 파일 또는 디렉토리)를 Yourware 플랫폼에 업로드하여 간편하게 배포하고 선보일 수 있도록 하는 MCP 서버.

LTS MCP Server

Provides Philippine License to Sell (LTS) verification data from official DHSUD records to LLMs. It enables users to search real estate projects, verify license validity, and check developer compliance through natural language queries.

Bilibili Video Info MCP

Enables the retrieval of subtitles, danmaku (bullet comments), and video comments from Bilibili using standard or short video URLs. It supports multiple transport methods and requires Bilibili authentication via SESSDATA.

Seedream 4.0 MCP Server

Enables AI image generation using Volcano Engine's Seedream 4.0 API with text-to-image, image-to-image, multi-image fusion capabilities, built-in prompt templates, and automatic cloud storage integration.

PyMCP

Primarily to be used as a template for developing MCP servers with FastMCP in Python, PyMCP is somewhat inspired by the official everything MCP server in Typescript.

Notebook Library MCP Server

Provides token-efficient semantic search and document retrieval by indexing PDFs, text, and markdown files into local notebooks using ChromaDB. It enables AI agents to query relevant passages from large documents through local embedding models like Hugging Face or Ollama.

Cross-Project MCP Server

Enables AI agents to explore, search, and reference code implementation details across different project repositories. It also supports a task delegation protocol for agents to request and track work between separate codebases.

Payware MCP Server

Enables merchant integration with payware payment APIs for creating transactions, managing authentication, and generating code examples across multiple programming languages. Provides comprehensive tools for payment processing, JWT authentication, and sandbox testing.

GCP BigQuery MCP Server

Enterprise-grade MCP server for Google Cloud BigQuery with keyless Workload Identity Federation authentication, enabling secure SQL query execution, dataset management, and schema inspection with comprehensive audit logging and encryption.

MCP-openproject

MCP-openproject

Exegol MCP Server

Provides secure access to Exegol penetration testing tools for CTF competitions and red team learning. Enables AI assistants to perform web penetration testing, network reconnaissance, password cracking, OSINT analysis, and more for educational purposes.

kill-process-mcp

An MCP server that allows users to list and kill operating system processes through natural language queries, making process management more intuitive across Windows, macOS, and Linux.

Ambivo MCP Server

Provides access to Ambivo API endpoints for natural language querying of entity data through a Model Context Protocol server with JWT authentication.

arXiv Research Assistant MCP Server

An MCP server that allows Claude AI to search, explore, and compare arXiv papers efficiently through a custom-built local server.

MCP Memory

Enables MCP clients to remember user information, preferences, and behaviors across conversations using vector search technology. Built on Cloudflare infrastructure with AI-powered semantic search to find relevant memories based on meaning rather than keywords.