Discover Awesome MCP Servers

trove-mcp

Enables users to search and analyze academic papers from multiple sources, fetch metadata and full text, and build structured outputs like literature maps and paper comparisons.

cobroya

Connects AI agents to Mercado Pago, the leading payment platform in Latin America. Create payment links, search payments, get payment details, issue refunds, and retrieve merchant info.

TWSE MCP Server

台灣證交所MCPServer

mcp-docs-helper

Enables LLMs to access MCP protocol specifications and TypeScript SDK documentation with context-aware search and code templates for building custom MCP servers.

SpectraMCP

Exposes spectral analysis and radar DSP primitives (FFTs, STFT spectrograms, 2D Range-Doppler processing, CA-CFAR detection, MVDR beamforming, Kalman tracking) as callable MCP tools for AI agents, running hardware-free on signal files.

YouTube Comments MCP Server

Automates reading and replying to YouTube comments using the YouTube Data API v3. It handles moderation and auto-reply for simple comments while drafting responses for questions.

powerbi-health-mcp

An AI-powered Power BI dataset health monitor that connects Claude to a simulated Power BI tenant for running health checks, diagnosing failures, and prioritizing fixes.

dcc-mcp-photoshop

Adobe Photoshop adapter bridging AI agents (Claude, Cursor, Copilot) to Photoshop via UXP WebSocket for document and layer management.

MCP CLI Chat

Enables managing documents on the filesystem through natural language, with tools for read, create, edit, delete, and commands for summarize, format, rewrite, and convert.

lolzteam-mcp

MCP server providing access to Lolzteam Market and Forum APIs with 271 tools for account trading, forum interactions, and more.

Harness MCP Server

An MCP server that gives AI agents full access to the Harness.io platform through 11 consolidated tools and 207 resource types.

Backtesting Arena

Daily Bitcoin/crypto cycle scoring, on-chain indicators, strategy insights, on-demand backtests. Bearer + x402 pay-per-call

Redmine MCP Server

Connects to Redmine, enabling LLMs to manage projects, issues, timesheets, and time logs via MCP.

Ripplecheck MCP Server

Ripplecheck is a counterfactual schema migration compiler powered by the DataHub MCP Server. Paste breaking warehouse DDL and it projects the metadata graph, proves a bounded release policy, routes an executable migration DAG to owners, writes a hash-sealed decision capsule back to DataHub, and generates a merge-ready PR evidence pack.

Join Microsoft 365 MCP Server

Enables AI assistants to seamlessly interact with Microsoft 365 services through the Graph API, featuring super tools, unified search, and intelligent learning.

Concordium MCP Server

Concordium mcp-sever for interacting with the concordium chain

Another bloated Obsidian MCP Server

A Model Context Protocol (MCP) server that provides AI assistants with secure access to Obsidian vaults. Enables reading, writing, searching, and managing notes without requiring Obsidian to be running.

ComplyOS

AI-native compliance auditing engine for enterprise LMS, enabling querying compliance status, running audits, and validating assignment rules through natural language with MCP clients like Claude or Cursor.

taigas-texture

MCP server for procedural material generation and inspection via a deterministic Texture DSL, exposing tools to list, validate, render, and multiscale-inspect materials.

MXCP

Enterprise-grade MCP framework for building production-ready AI tools with data quality, security, audit trails, and comprehensive testing.

foodvisor-mcp

MCP server integrating Foodvisor nutrition API for food search, meal logging, daily summaries, and progress tracking via LLM agents like Claude.

MCP Discovery Server

A meta-MCP server that discovers and explores other MCP servers using progressive disclosure patterns to reduce token usage by up to 99%.

OSTI MCP Server

Enables Claude to search and retrieve DOE-sponsored scientific literature from OSTI.gov, including technical reports, journal articles, theses, patents, and datasets, via two tools: search_osti and get_osti_record.

daily-hot-mcp

MCP server for fetching daily hot lists from 30+ sources with built-in caching and batch requests.

Ethics Check MCP

An MCP server that turns Claude into a philosophical sparring partner, actively challenging confirmation bias and comfortable conversations. It scans conversations for ethical issues, forces critical thinking, and learns from past interactions to spot blind spots.

Sassy Fact Check Bot

Generates witty, citation-backed responses to health myths and misinformation with automatic tone adjustment for sensitive topics. Integrates with Instagram DMs to fact-check viral claims with sass and sources.

time-messenger-mcp-server

MCP server for T-Bank's Time Messenger (Mattermost-based) that enables AI assistants to read and send messages, manage threads, search channels and users, and track unread messages.

Injective MCP Server

Enables AI agents to trade perpetual futures, manage wallets, transfer tokens, bridge cross-chain, and execute EVM transactions on Injective using natural language.

Square MCP Server by CData

This read-only MCP Server allows you to connect to Square data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

windeep-computer-control

Windows原生桌面自动化MCP服务器，提供22个工具用于窗口管理、输入控制、截图、OCR和智能元素匹配。