Discover Awesome MCP Servers

classScopusMCP

An MCP server that integrates Scopus, Crossref, and PubMed APIs to search academic papers and fetch abstracts, usable with any MCP-compatible AI client.

BugiaData MCP

BugiaData is a hosted remote MCP server for generating relational fake data that is locale-aware and maintains foreign keys. It enables AI editors to generate realistic fake data with proper relationships and locale support via natural language.

MCP Excel Server

An MCP server that enables AI agents to automate Excel file operations including workbook creation, worksheet management, and data manipulation. It provides a standardized interface for reading, writing, merging, and filtering cell ranges within Excel documents.

Financial MCP Server

Provides professional-grade access to financial and economic data from Yahoo Finance and the Federal Reserve Economic Data (FRED). It enables users to perform comprehensive stock analysis, screen equities, and retrieve a wide range of macroeconomic indicators and historical data.

URL Parser MCP Server

Enables autonomous agents to precisely deconstruct, analyze, and manipulate URLs and query parameters without hallucination.

YFinance MCP Server

A comprehensive MCP server that provides seamless access to Yahoo Finance stock market data, enabling retrieval of real-time quotes, historical data, charts, financial summaries, and market searches.

EVM MCP Server

一个模型上下文协议服务器，使人工智能代理能够与 30 多个以太坊兼容的区块链网络进行交互，通过统一的界面提供代币转移、合约交互和 ENS 解析等服务。

Zendesk Help Center MCP Server

Enables searching and retrieving Zendesk Help Center articles through natural language, supporting article search and detailed article lookup by ID.

clearml-mcp

A lightweight Model Context Protocol (MCP) server that enables AI assistants to interact with ClearML experiments, models, and projects.

AI Engineer MCP

MCP server for the AI Engineer Conference 2025, enabling talk submissions and conference information retrieval.

ContextMine

Self-hosted documentation and code indexing with MCP integration.

thunderclient-mcp

Enables AI tools to create and manage API requests and collections in Thunder Client, with automated collection and folder creation.

Elysia MCP Plugin

A comprehensive ElysiaJS plugin for building Model Context Protocol (MCP) servers with HTTP transport, session management, and support for tools, resources, and prompts.

relayer-mcp

Install and manage a self-hosted XNS Relayer — S3-compatible distributed object storage — conversationally over stdio. 15 tools cover prerequisites, account registration, install, claim, health, VPD configuration, S3 verification, CLI credentials, settings, restart, and backups.

File Patch MCP Server

Enables applying unified diff patches to files with comprehensive security validation, automatic backup/rollback, and atomic multi-file operations. Provides 7 tools and 4 error recovery patterns for safe patch management workflows.

Polymarket MCP Server

A Model Context Protocol server that enables seamless integration with Polymarket, providing tools to search markets, fetch events, analyze leaderboards, query user activity, and more via MCP-compatible clients like Claude.

MCP Riddle Game Server

Provides tools to fetch random or categorized riddles, verify answers, and view riddle statistics. It supports communication via HTTP and SSE for seamless integration with AI agents.

Memory MCP - Redis Stack Backend

A drop-in replacement for mcp-memory-duckdb with full concurrent access support using Redis Stack. Enables persistent knowledge graph storage with full-text search and multi-session concurrent access.

sketchboard-excalidraw-mcp

An MCP server for Excalidraw diagram creation and headless rendering, enabling interactive canvas editing and automated SVG/PNG export via Playwright.

frameshot

Enables AI agents to render and screenshot isolated UI components instantly across multiple browsers without a dev server or Storybook.

office-mcp

MCP server for reading, writing, editing, formatting, and exporting Microsoft Office documents (Word, Excel, PowerPoint) via stdio JSON-RPC, with 47 tools and cross-platform support.

thingsboard-mcp-server

Thingsboard MCP Server

Nexus Finance

AI workbench for financial contract analysis, risk analytics (VaR/CVaR, RWA Basel III), regulatory compliance (EMIR, REMIT, MiFID II, CBAM, EUDR) and counterparty due diligence (KYB/UBO, OFAC, IMO). Zero Retention. 8 MCP tools.

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. Demonstrates MCP (Model Context Protocol) server implementation with stdio transport mode.

narrative-runtime

Goal-oriented narrative state machine for AI agents, exposing live world/scene context as MCP tools and resources.

mesie-career-universal

Universal MCP hub providing 1,000 compressed careers across enterprise, cybersecurity, business, engineering, and architecture pillars, accessible via HTTP endpoint for AI clients.

Apple Health Shortcuts MCP

An MCP server that gives AI read-only access to Apple Health data through shortcuts and Cloudflare, enabling queries of current stats, detailed records, and trends.

aa-mcp

Enables AI agents to query LLM and multimodal model benchmarks, pricing, speed, and track model updates via structured diffs using the Artificial Analysis public API.

AdminMCP

Provides LLMs with administrative capabilities to execute shell commands on local systems through a pseudo-terminal environment with Unix Domain Socket communication.

TradingCalc MCP Server

Provides deterministic trading calculations for PnL, risk, margin, and funding, enabling users to get exact numbers for trade planning and risk assessment via MCP or REST API.