Discover Awesome MCP Servers

Operaton MCP

Exposes over 300 Operaton BPM REST operations as tools for AI agents to interact with the Operaton engine. It enables managing process deployments, instances, user tasks, and decision tables through natural language commands.

mcp-paleobiodb

Enables querying the Paleobiology Database for global fossil records via natural language or direct tools, without requiring an API key.

Security Guard MCP

Enables secure interaction between LLMs and MCP tools by applying zero-trust security controls, including sensitive data masking, file system protection, and policy enforcement.

codemap

MCP server for local-first code intelligence, providing structural code graph, semantic search, and impact analysis to AI agents.

Chrome for AI

Enables AI agents to drive real Google Chrome with stealth and captcha handling, using Patchright to avoid bot detection.

zotero-library-mcp

An MCP server that lets AI assistants add papers and books to your Zotero library by DOI, arXiv ID, or ISBN, and manage your collections, tags, and items.

YouTube MCP Server

Integrates YouTube with Claude Code, enabling video transcript retrieval, search, metadata extraction, channel info, playlists, comments, trending videos, engagement analytics, chapter extraction, SponsorBlock integration, and most-replayed heatmaps.

Paradex MCP Server

A bridge between AI assistants and the Paradex perpetual futures trading platform for managing accounts, vaults, and orders. It enables users to retrieve real-time market data, monitor positions, and execute trading strategies through the Model Context Protocol.

mcp-zenkit

Enables managing Zenkit collections and entries through natural language commands, including listing, creating, updating, and deleting entries.

trueline-mcp

MCP server providing hash-verified file editing and targeted reads, reducing context consumption and preventing silent corruption by requiring content hashes for edits.

NanoBanana MCP

MCP server that brings Gemini's image generation and editing capabilities to Claude Desktop, Claude Code, and Cursor. Supports Nano Banana 2 (Flash) and Nano Banana Pro models.

OpenProject MCP Server

Enables AI assistants to manage OpenProject work packages, projects, and time tracking. It provides comprehensive tools for creating, updating, and querying tasks and project metadata through the OpenProject API.

mcp-server-fss-dart

Enables AI agents to analyze Korean corporate filings from DART with token-efficient footnote parsing, financial anomaly detection, and historical stock price correlation.

Code Review Server

Mirror of

threatmodel-mcp

Enables AI-powered threat modeling with tools for creating threat models, analyzing security threats, generating security controls, and validating architecture against best practices.

desktop-control

Enables GUI automation by capturing screen, controlling mouse/keyboard, and targeting controls via accessibility layer; optionally supports voice commands and synthesis.

MCP Server for Alloy Modeling Language

Enables LLM-powered agents to generate, execute, and analyze Alloy modeling language code for software modeling and formal verification. Provides tools to run Alloy models, access documentation and examples, and generate models from system descriptions.

Agentic-AI-MCP-Query-Brain

An MCP server that transforms natural language questions into SQL, executes queries on PostgreSQL, and returns human-friendly responses, with Redis memory for context.

AI Dimag

MCP server that gives coding agents persistent, verified memory of codebase decisions, conventions, and skills, with evidence-based claims that are re-checked via git hooks and human-gated review. Enables memory search, propose/approve, chat harvesting, and critique across MCP-compatible tools.

My MCP Server

A Model Context Protocol server with GitHub API integration

wireshark-mcp-win

Wireshark MCP server for Windows that enables AI agents to capture live packets, analyze pcap files, apply display filters, reassemble TCP/UDP streams, generate statistics, and export packets or protocol objects.

PowerSearch MCP

Helps AI agents search the public web and fetch content with anti-bot measures, returning clean markdown outputs suitable for citation.

gemini-search-mcp

Free, unlimited web search MCP server powered by Google AI Mode (Gemini) without API key. Provides real-time search results for AI agents like Claude, Cursor, and Windsurf.

Perplexity MCP

Enables AI-powered web research using your existing Perplexity Pro subscription, providing tools for search, follow-up conversations, and thread management through the Model Context Protocol.

Stock Analysis MCP Server

Enables real-time stock market analysis through AKShare API integration. Supports retrieving live stock prices, historical data, technical indicators (MA, MACD, RSI), market sentiment analysis, stock search, and financial news.