Discover Awesome MCP Servers

MCP Document Server

Efficiently delivers project documentation to AI agents like Claude on-demand, optimizing token usage by loading context only when needed. Supports document retrieval, listing, and keyword search with security features.

Adversa

LLM red-team harness that scans for OWASP LLM Top 10 and MITRE ATLAS vulnerabilities, providing prioritized findings in table, JSON, SARIF, or via an MCP server for AI agents.

Pick an Agency

Search 47,000+ marketing agencies and get AI-matched with fitted agencies, from Pick an Agency.

Evolution MCP Server

Automatically generates compelling application specifications and code based on the four dimensions (existence, historicity, relationality, irrationality), simplicity, and Figma-like UI, enabling users to create great apps without detailed instructions.

otp-mcp

Enables querying self-hosted OpenTripPlanner for accurate transit routes via MCP, supporting both stdio and HTTP.

feishu-bridge

MCP server that enables AI agents to interact with Feishu (Lark) for calendar events, attendees, and user recent work via structured tools with graceful degradation and recovery hints.

office-editor-mcp

An MCP server for creating and editing Word, Excel, and PowerPoint documents through AI assistants.

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API, allowing users to search the web for information using natural language queries through the Model Context Protocol.

Teams Messenger MCP App

A Model Context Protocol server that bridges Microsoft Teams with MCP-compatible clients (LLMs, agentic frameworks, CLI), enabling chat integration, message search, and event streaming without traditional REST API endpoints.

ClaudeR

Connect RStudio directly to Claude Desktop, Claude Code, Codex, Gemini CLI, or any other MCP based AI assistant for interactive coding and data analysis.

DataMammoth MCP Server

A Model Context Protocol (MCP) server that lets AI assistants manage DataMammoth infrastructure through natural language.

plaid-mcp

A persistent MCP server that securely manages Plaid bank connections, allowing AI assistants to query financial data (balances, transactions, investments, etc.) without exposing sensitive credentials.

Google-Drive Universal MCP Server

Provides a standardized interface for interacting with Google Drive tools and services through a unified API.

Stock MCP Server

Provides real-time stock data and AI-powered analysis for A-shares, Hong Kong stocks, and US stocks. Features sentiment analysis of financial news, deep research reports, and comprehensive market data through multiple integrated data sources.

@vemdev/mcp-server

Gives AI agents durable project memory via the Model Context Protocol, allowing them to read tasks, record decisions, search context, and sync snapshots to the cloud.

conformi-search

Installable MCP server for EU legal research with verifiable CELEX citations from the EUR-Lex corpus (DE/EN/FR).

notebooklm-mcp

An MCP server that gives Claude (and any MCP-compatible agent) full access to Google NotebookLM — create notebooks, upload sources, ask questions, and generate audio overviews, quizzes, flashcards, mind maps, slide decks, videos, and reports.

简单操作指南

Repository for MCP blank project with GitHub MCP server setup

Hyperliquid MCP Server v3

A streamlined version of the Hyperliquid MCP Server that can be set up with a single command

codegraph

Provides AI agents with a function-level dependency graph of the codebase through 30 MCP tools, enabling structural queries about code dependencies, callers, and impact analysis.

PyKernel MCP

MCP server that provides a persistent IPython kernel for executing Python code with pre-loaded numpy, pandas, and matplotlib, supporting stateful computation and inline visualizations.

mcp-creditcard

Provides a Luhn check-digit validation tool for numeric strings such as credit cards, IMEI, and national IDs.

BeLikeNative Grammar Server

L1-aware grammar, style, translation & tone tools with 70 local rules. Zero API keys needed.

Debugger MCP

Enables AI agents like Claude to control VS Code's debugger, supporting any language with a Debug Adapter Protocol implementation.

OpenDART MCP Server

Enables querying South Korean stock disclosures, financial statements, and shareholder reports via the OpenDART API from any MCP-compatible client.

GIT MCP Server

Node.js server implementing Model Context Protocol for git operations, enabling AI assistants to manage git repositories through natural language commands.

Mirelia-Patent-Marketplace

A fully autonomous patent data marketplace for AI agents, providing highly structured JSON datasets with strategic insights. Supports instant M2M transactions via ROSE on the Oasis Network.

Remote PostgreSQL MCP Server with Auth

Enables users to interact with PostgreSQL databases through natural language, with GitHub OAuth authentication and role-based access control.

PubChem MCP Server

Enables AI agents and applications to search, retrieve, and analyze chemical compounds, substances, and bioassays from PubChem's vast chemical information database through comprehensive tools for chemical research and discovery.

whykiki-anything-world-mcp

An MCP server that enables Claude and other clients to generate, animate, and search 3D models using the Anything World API.