Discover Awesome MCP Servers

ghidraMCP

An Model Context Protocol server that enables LLMs to autonomously reverse engineer applications by exposing Ghidra's decompilation and analysis tools. It allows AI agents to list code structures, rename methods, and analyze binaries directly through MCP-compatible clients.

GitLab MCP Server

Enables AI agents to interact with GitLab repositories, monitor documentation changes, manage issues and merge requests, and search across projects with comprehensive file and commit operations.

MCP Apify

Enables AI assistants to interact with the Apify platform to manage actors, monitor runs, and retrieve scraped data from datasets. It supports natural language commands for executing web scrapers, managing tasks, and accessing key-value stores.

TradeStation MCP Server

Enables real-time trading and market data access through TradeStation's API. Supports market quotes, historical data, account management, portfolio tracking, and order preview functionality for both simulation and live trading environments.

Frontmatter MCP

Enables querying and updating Markdown frontmatter metadata using DuckDB SQL, with optional semantic search capabilities for finding similar documents based on content.

Coinversaa Pulse

Provides comprehensive crypto intelligence for the Hyperliquid exchange, allowing users to query trader profiles, behavioral cohorts, and live market data. It enables AI agents to analyze over 1.8 billion trades, track whale positions, and access real-time liquidation heatmaps.

Runbook

Ejecuta tus propios manuales de operaciones (runbooks) desde Claude Desktop. Puedes crear tus manuales de operaciones y ejecutarlos con otros servidores MCP.

MeteoSwiss MCP Server

Provides access to official MeteoSwiss weather data, including regional reports, daily forecasts, and website search functionality across multiple languages. It enables AI assistants to retrieve real-time weather information and documentation from MeteoSwiss using the Model Context Protocol.

Miro MCP Server

Provides comprehensive access to the Miro REST API v2 for advanced board management, content creation, and team collaboration. It supports over 40 tools for managing board items like sticky notes and shapes, alongside bulk operations and organizational features.

NHN Server MCP

Enables secure SSH access to servers through a gateway with Kerberos authentication, allowing execution of whitelisted commands with pattern-based security controls and server information retrieval.

FGJ Multimedios MCP Server

Enables automated sending of institutional emails via Gmail SMTP with authentication and automatic signature from FGJ Multimedios' General Manager.

MCP HydroCoder Vision

A local vision-language MCP server that enables Claude Code to perform image analysis, OCR, and UI-to-code generation using the Qwen3 VL 4B model via LM Studio. It provides privacy-focused visual processing by running entirely on the user's local hardware without external API dependencies.

RegexForge

RegexForge gives AI agents a reliable way to get a regex without asking an LLM to hallucinate one. Pass in labeled examples (strings that should match, strings that shouldn't) plus an optional description; get back the regex, a proof matrix showing it handles every example, and a backtracking-risk audit flagging catastrophic-backtracking patterns. Pure symbolic synthesis over a template bank with

Instagram DM MCP Server

A Model Context Protocol server that enables Claude or Cursor to send direct messages on Instagram, allowing AI assistants to interact with Instagram's messaging system.

Jewish-Interest MCP Projects

Algunos servidores MCP (protocolo de contexto de modelo) que podrían ser de interés para usuarios judíos.

MCP Optimizer

Enables solving linear programming (LP) and mixed-integer linear programming (MILP) optimization problems through natural language, with built-in simplex and branch-and-cut solvers plus infeasibility diagnostics. Includes optional OR-Tools fallback for larger problems and supports parsing optimization problems from natural language descriptions.

cntx-ui

Provides AI tools with direct access to project file bundles and structure through MCP resources and tools, enabling context-aware development workflows with real-time bundle management.

Unity AI Bridge

Remote-control Unity Editor from any AI IDE via file-based IPC — 62 tools, zero dependencies

Supadata

Turn YouTube, TikTok, X videos and websites into structured data. Skip the hassle of video transcription and data scraping. Our APIs help you build better software and AI products faster.

Mobvoi TTS MCP Server

Model Context Protocol server that enables interaction with Mobvoi's Text to Speech and Voice Clone APIs, allowing MCP clients like Cursor, Claude Desktop, and Cline to generate speech and clone voices.

DeepWriter MCP Server

Provides tools for creating, managing, and generating content for DeepWriter projects through a standardized Model Context Protocol interface.

GPT Image MCP Server

An MCP server that enables text-to-image generation and editing using OpenAI's gpt-image-1 model, supporting multiple output formats, quality settings, and background options.

Sage Cloud Accounting MCP Server by CData

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

FinishKit MCP Server

Enables AI agents to scan GitHub repositories for security vulnerabilities, deployment blockers, and code quality issues. It provides detailed findings and auto-generated code patches to help developers ensure their code is production-ready.

Claude Gemini MCP Integration

A lightweight server that connects Claude Code with Google's Gemini AI models, allowing developers to leverage Gemini's massive context window (1M+ tokens) for code analysis without leaving their coding environment.

Replicate Flux MCP

MCP para el Modelo de Flujo de Replicación. Generando imágenes mediante prompts.

Northwind FastAPI MCP Example

A Model Context Protocol (MCP) server that enables Large Language Models to interact with and query the classic Northwind database through a REST API.