Discover Awesome MCP Servers

JianDaoYun MCP Server

A Model Context Protocol server for JianDaoYun form data management, supporting complete CRUD operations, advanced queries, and automatic field type matching across multiple applications.

Figma MCP Proxy Server

Provides secure access to Figma designs through Cursor IDE using a personal access token, enabling developers to list files, export assets, extract design tokens, and search designs without requiring individual Figma accounts.

distill-mcp

Connects MCP-compatible clients to Distill for converting local documents (PDF, DOCX, etc.) into clean, token-efficient Markdown, achieving 40-80% token reduction for LLMs.

SNOMED CT MCP Server

An MCP server that provides SNOMED CT clinical terminology lookup via any FHIR R4 terminology server supporting SNOMED CT and ECL. Offers tools for searching by term, fetching by code, and navigating the concept hierarchy.

VLLM MCP Server

Enables text-only models to process images and other media formats by providing access to multimodal models from OpenAI and Dashscope (Alibaba Cloud). Supports flexible deployment options and comprehensive tooling for multimodal AI interactions.

QQ Channel Data Collector

Enables automated collection and AI-powered filtering of public QQ channel posts, comments, and images. Supports natural language criteria for content filtering and provides structured data storage in JSON/CSV formats.

Emergence MCP Server

Enables agents to interact with the Emergence Science protocol for posting tasks, submitting solutions, and earning rewards through verifiable test cases.

ollama-handoff

Offloads cheap work from cloud LLM agents to a local Ollama model, reducing costs and keeping frontier models focused on complex tasks.

Professional Penetration Testing MCP Server

Provides access to over 40 industry-standard penetration testing tools, including Nmap, SQLMap, and Metasploit, within an isolated Kali Linux Docker container. It enables security professionals to perform comprehensive network reconnaissance, web application testing, and vulnerability research through natural language commands.

browsermcp

Fork of Browser MCP with improved reliability, logging, and exit code handling; enables browser automation through MCP protocol.

harness-fe

A source-aware MCP server that connects AI agents to browser and server runtimes, enabling real-time debugging, monitoring, and automatic fixes via WebSocket or HTTP.

MCP Chess Server

Provides Chess.com player data integration, enabling AI assistants to fetch real-time chess player profiles and comprehensive statistics including ratings, game counts, and performance metrics from Chess.com's public API.

Google Search Console MCP Server

Provides programmatic access to Google Search Console API data through Claude Code and Cursor, enabling search analytics, sitemap info, URL inspection, and indexing submission.

Dev MCP Prompt Server

A lightweight server that provides curated, high-quality prompts for common development tasks like UI/UX design, project setup, and debugging to enhance AI-powered development workflows.

LMStudio-MCP

A Model Control Protocol (MCP) server that allows Claude to communicate with locally running LLM models via LM Studio.

mnemory

Self-hosted MCP server giving AI agents persistent memory for personalization and context across conversations.

LeanMCP Minimal Server

A minimal MCP server framework that enables zero-config tool discovery and streamable HTTP transport using the LeanMCP SDK. It allows developers to build type-safe services with automatic schema validation and integrated React UI components.

o2 Exchange MCP Server

Enables AI agents to interact with the o2 Exchange on the Fuel Network to perform on-chain trading, manage accounts, and access real-time market data. It provides tools for executing various order types and calculating over 16 technical indicators for comprehensive market analysis.

ESP RainMaker MCP Server

Enables MCP-compatible clients to interact with ESP RainMaker devices for node management, parameter control, scheduling, and group management via the official CLI.

Healthcare Analytics MCP Server

Enables comprehensive healthcare data analysis using Tuva Health demo data with tools for value-based care analytics, quality measures, utilization analysis, and financial metrics. Supports patient demographics, PMPM analysis, chronic conditions tracking, readmissions analysis, and HCC risk scoring through BigQuery integration.

mcp-weather

An MCP server that aggregates data from six weather sources to provide current conditions, forecasts, air quality, and aviation METAR information, specifically optimized for European and Nordic locations. It supports multi-source data merging and functions without API keys for several integrated providers.

Gmail MCP Server

Enables sending emails through Gmail using Google's Gmail API. Requires OAuth authentication setup through Google Cloud Console.

AgentGate

Human-in-the-loop approval gateway for agent tool calls: agents request, policies decide, humans approve via Slack/Discord/web — with an OWASP-LLM-Top-10-tagged audit trail. Self-hostable.

SEO Check MCP

A Model Context Protocol (MCP) server that provides comprehensive SEO analysis tools with actionable fix instructions for AI assistants like Claude Code and Claude Desktop.

Next.js DevTools MCP

Provides specialized development tools and utilities for Next.js, allowing AI agents to perform runtime diagnostics and access official documentation. It enables automated context initialization and real-time interaction with Next.js development servers to query application state.

Cloudflare Playwright MCP

Enables AI assistants to control a browser for web automation tasks like navigation, typing, clicking, and taking screenshots.

yfnhanced-mcp

Production-grade financial data infrastructure for AI assistants, providing reliable market data from Yahoo Finance with enterprise resilience patterns.

AOJ Workbench

Private remote HTTP MCP server that provides a unified endpoint to interact with Google Workspace services (Drive, Sheets, Gmail, Calendar, Docs, Forms) and other toolkits through the Composio provider layer.

MCP Appium

Enables AI agents to automate Android mobile device testing through Appium, with automatic device detection, screen element inspection, and natural language test scenario execution.

excel-mcp

Enables reading and writing Excel workbooks (.xlsx) through MCP. Supports listing sheets, tables, pivot tables, reading cell data, exporting to CSV/text/Markdown, and creating/modifying Excel files.