Discover Awesome MCP Servers

market-data-mcp

Real-time financial market data MCP server. Stocks, crypto, technicals, sentiment, FDA calendar. No API keys required.

Devici MCP Server

Provides LLM tools to interact with the Devici API, enabling management of threat modeling resources including users, collections, threat models, components, threats, mitigations, and teams.

QR Code Generator MCP

Enables AI-powered generation of styled QR codes with 10 design presets, supporting single or batch creation with custom logos and formats (SVG/PNG) directly from AI tools.

Tagging MCP

Enables parallel tagging and classification of CSV data using multiple LLM providers with structured output, confidence scores, and optional reasoning for batch classification tasks.

Copilot Studio Agent Direct Line MCP Server

Enables interaction with Microsoft Copilot Studio Agents directly from VS Code through the Direct Line 3.0 API. Supports starting conversations, sending messages, retrieving history, and managing conversation lifecycle with your custom agents.

semantic-edit-mcp

semantic-edit-mcp

fixgraph

Search and contribute to FixGraph — 25,000+ community-verified engineering fixes. Tools: fixgraph_search, fixgraph_get_fixes, fixgraph_submit_fix.

OpenWeatherMap MCP Server

Provides access to real-time weather data, 5-day forecasts, and air quality information for any city using the OpenWeatherMap API.

缔零法则Lawgenesis

缔零法则MCP是基于LLM和RAG技术搭建的实现完全替代人力的全自动化风险识别的内容安全审查平台，致力于通过代理AI技术减少人力成本，高效高精度为用户提供分钟级接入的内容风控解决方案，破解安全威胁，提供从风险感知到主动拦截策略执行的全链路闭环与一体化解决方案。This MCP tool is an AI-powered content security review platform built on LLM and RAG technologies, designed to achieve fully automated risk identification that completel

Parallels RAS MCP Server (Python)

Okay, here's a translation of "MCP server for Parallels RAS using FastAPI" into Spanish, along with some options depending on the context: **Option 1 (Most Direct Translation):** * **Servidor MCP para Parallels RAS usando FastAPI** **Option 2 (Slightly More Descriptive):** * **Servidor MCP para Parallels RAS implementado con FastAPI** (This emphasizes that FastAPI is used for *implementation*) **Option 3 (If you want to specify "management console protocol"):** * **Servidor de Protocolo de Consola de Administración (MCP) para Parallels RAS usando FastAPI** **Explanation of Choices:** * **Servidor:** Server * **MCP:** MCP is often kept as is, as it's an acronym. If you know what it stands for and want to be more explicit, you can use Option 3. * **para:** for * **Parallels RAS:** Parallels RAS is generally kept as is. * **usando:** using * **FastAPI:** FastAPI is kept as is. * **implementado con:** implemented with **Which option is best depends on your audience:** * If your audience is familiar with the acronym MCP, Option 1 is fine. * If you want to be clearer about the implementation, use Option 2. * If you need to spell out what MCP stands for, use Option 3. I hope this helps!

Google Search MCP Server

A Model Context Protocol server that provides web and image search capabilities through Google's Custom Search API, allowing AI assistants like Claude to access current information from the internet.

Vercel Functions MCP Server Template

A template for deploying MCP servers on Vercel with serverless functions. Includes example tools for rolling dice and fetching weather data to demonstrate basic tool implementation and API integration patterns.

Mnehmos Synch

Provides persistent context synchronization and memory management for AI agents across sessions and projects, including file indexing, bug tracking, spatial navigation, and agent-to-agent handoff coordination.

mintlify-mcp

An MCP server that enables users to query any Mintlify-powered documentation site directly from Claude. It leverages Mintlify's AI Assistant API to provide RAG-based answers and code examples for various platforms like Agno, Resend, and Upstash.

Iris MCP Server

A multi-backend gateway that enables access to various services like Google Drive and Notion through a single MCP connector. It currently provides comprehensive Google Drive integration for reading, writing, and managing files and folders.

Prompt Bookmarks

Enables users to organize, search, and manage a shared library of prompts across AI tools via the Model Context Protocol. It supports hierarchical folder organization, tagging, and template variable substitution for dynamic prompt generation.

MCP Think

A Model Context Protocol server that provides AI assistants like Claude with a dedicated space for structured thinking during complex problem-solving tasks.

Android Puppeteer

Enables AI agents to interact with Android devices through visual UI element detection and automated interactions. Provides comprehensive Android automation capabilities including touch gestures, text input, screenshots, and video recording via uiautomator2.

Model Context Protocol (MCP) Server

A Python implementation of the MCP server that enables AI models to connect with external tools and data sources through a standardized protocol, supporting tool invocation and resource access via JSON-RPC.

Elasticsearch MCP Server

Enables Claude Desktop to connect directly to Elasticsearch clusters for intelligent log analysis through natural language queries. Users can ask questions about their logs in plain English and get actionable insights without writing complex Elasticsearch queries.

Salesforce MCP Server

Enables authenticated interaction with Salesforce through OAuth Bearer token forwarding. Allows users to make API calls to Salesforce instances while maintaining secure session-based authentication throughout the MCP lifecycle.

mcp-server-db2i

Enables AI assistants to query and inspect IBM DB2 for i databases using read-only SQL commands and schema inspection tools. It provides secure access to table metadata, views, and indexes via the JT400 JDBC driver.

ChatRPG

A lightweight ChatGPT app that converts your LLM into a Dungeon Master!

FastMCP Demo Server

A production-ready MCP server that provides hackathon resources and reusable starter prompts. Built with FastMCP framework and includes comprehensive deployment options for development and production environments.

LicenseSpring MCP Server

An MCP server implementation that integrates with LicenseSpring APIs, providing comprehensive license management and customer operations capabilities.

Test Generator MCP Server

Enables automatic generation of test scenarios from user stories uploaded to Claude desktop. Leverages MCP integration to streamline the test case creation process for development workflows.

MCP Weather Server

Enables AI agents to access real-time and historical weather data through multiple weather APIs including OpenMeteo, Tomorrow.io, and OpenWeatherMap. Provides comprehensive meteorological information including current conditions, forecasts, historical data, and weather alerts.

revolut mcp pulse

mcprice ⚡ MCP Server for real-time stock & crypto prices in Claude Desktop / Cursor. Stocks → Yahoo Finance (no API key needed) Crypto → Binance Public API (no API key needed) Companion to: revolut-pulse (insider trades)

claude-session-continuity-mcp

Zero-config session continuity for Claude Code. Automatically captures and restores project context across sessions using Claude Hooks.

tasksync-mcp

MCP server to give new instructions to agent while its working. It uses the get_feedback tool to collect your input from the feedback.md file in the workspace, which is sent back to the agent when you save.