Discover Awesome MCP Servers

KnowS MCP Server

Enables medical evidence retrieval and analysis via AI-powered search and summarization tools.

excel-mcp-server

Enables adding, editing, and running VBA modules on running Excel instances in Windows.

boring-news-mcp

A Python MCP server for fetching and summarizing news articles from the Boring News API by date, category, tags, people, and similarity.

source-coop-mcp

Enables AI agents to discover and access 800TB+ of public geospatial data from Source Cooperative, with tools for listing organizations, products, files, and fuzzy search.

Alpaca MCP Server

An MCP server implementation for Alpaca's Trading API that enables LLMs to interact with Alpaca's trading infrastructure using natural language, supporting stock, options, and crypto trading, portfolio management, watchlists, and market data.

D2L Brightspace MCP Server

Enables AI assistants to interact with D2L Brightspace LMS, providing access to assignments, grades, course content, calendar events, and announcements through automated SSO authentication.

Xero Expenses MCP

Enables interaction with Xero accounting software to create and manage invoices, bills, expenses, and expense claims with file attachments through PKCE authentication.

@squidlerio/mcp

An MCP proxy that connects AI clients to the remote Squidler MCP server while providing local Chrome session management for testing localhost URLs. It enables transparent tool forwarding and allows browser-based test cases to run through a local browser instead of cloud instances.

origin-mcp

Enables AI assistants to control Origin/OriginPro on Windows, including data import, worksheet editing, graphing, analysis, and figure export.

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.

Vibe Preprocessing and Analysis MCP Server

Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.

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.

tldraw-mcp

Minimal MCP server for editing tldraw .tldr files via JSON manipulation. Headless, no browser needed.

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.

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.

smriti

A lightning-fast, self-hosted knowledge store and memory layer for AI agents

Code Generator MCP Server

Exposes structured code generation tools via MCP protocol, enabling users to generate production-grade Python functions, refactor buggy code, and create multi-function modules using local or cloud-based OpenAI-compatible APIs.

Chaos Mesh MCP Server

Enables chaos engineering on Kubernetes clusters by providing tools to inject faults like network delays, pod kills, and HTTP delays, along with cluster inspection and chaos lifecycle management.

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.

gmail-mcp-server

Enables reading unread emails and creating draft replies in Gmail via Claude Desktop.

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

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.

AI Engineer MCP

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

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.