Discover Awesome MCP Servers

microsoft-edge-mcp

A native TypeScript/Node.js MCP server providing low-level, high-performance control over Microsoft Edge via raw CDP WebSockets, bypassing heavy automation layers like Playwright or Puppeteer.

zulip

Run AI agents in Zulip as @mentionable bots — or wire into any MCP client.

RAG Memory MCP

An advanced MCP server providing RAG-enabled memory through a knowledge graph with vector search capabilities, enabling intelligent information storage, semantic retrieval, and document processing.

Formswrite MCP

Enables LLMs to convert documents to Google Forms, edit questions, list and publish forms, and run AI form assistant tools through the Formswrite API.

mcp-swedish-weather

Provides access to current weather conditions and hourly forecasts for any location in Sweden using the SMHI Open Data API. It supports built-in city lists, coordinate inputs, and geocoding fallback to deliver detailed meteorological data without requiring authentication.

Fetch Weather from wttr

Fetches current and three-day weather forecasts for any city using the wttr weather service through a Docker-based MCP server.

Titan AI Business Analytics Copilot

MCP server that routes natural language queries to backend analytics tools (Sales, Finance, Customer, Service) using Google Gemini's function calling.

nasa-mcp-server

Provides access to NASA's open APIs including astronomy imagery, Mars rover photos, asteroid tracking, Earth observations, and media library through natural language interaction.

MCP Context Forge Gateway

A feature-rich Model Context Protocol gateway that federates MCP and REST services, unifying discovery, authentication, and transport protocols while providing virtualization of legacy APIs as MCP-compliant tools.

Swarmtrade

a2a escrow and trading

mcp-openfoodfacts

Enables querying Open Food Facts product database by barcode, full-text search, category, brand, or country.

Orchestrator MCP Server

Coordinates up to 64 parallel expert agents for complex multi-agent orchestration and intelligent task routing within Claude Code. It enables users to analyze requests, manage hierarchical execution plans, and monitor active orchestration sessions.

web-summaries-mcp

Fetches YouTube transcripts and enables semantic search within them using local embeddings, allowing an LLM to retrieve relevant passages with timestamps.

MCP Server

mcp-server

zaptrace-mcp

Enables AI agents to perform electronics design automation through the ZapTrace EDA kernel, including parsing designs, running ERC, placing components, routing nets, and generating manufacturing outputs (Gerber, BOM, etc.).

gmail-mcp

A Gmail MCP server that lets AI assistants search, read, send, and manage email across multiple Google accounts, deployed on Cloudflare Workers.

SAP MCP Server

Enables AI clients to query live data from SAP HANA and SQL databases through read-only SELECT queries with CSV-formatted results.

awesome-medical-mcp-server

A collection of MCP servers providing medical calculation tools (eGFR, pregnancy due dates, pediatric asthma score, strep McIsaac) for AI assistants, with support for Chinese medical terminology and detailed clinical explanations.

NOAA Climate MCP Server

Enables searching NOAA climate stations and datasets, and fetching historical weather observations via the Model Context Protocol (MCP).

ai-business-system-advisor-mcp

Helps founders and teams review business workflows, identify AI opportunities, assess trust/control risks, and recommend a safe first AI-human workflow.

MCP-Server-TESS

Cermin dari

GitHub MCP Server

Enables AI agents to interact with GitHub, providing tools to list and get repository details using a personal access token.

FinResearch MCP

Enables SEC EDGAR financial research, analysis, valuation, and chart data generation through natural language.

Remote MCP Server with GitHub OAuth

A Model Context Protocol server that supports remote connections and authenticates users via GitHub OAuth, allowing them to access tools based on their GitHub identity.

quicksight-mcp

Enables natural language interaction with AWS QuickSight for building, editing, and managing analyses, datasets, and dashboards, including chart creation, SQL updates, and QA verification.

Context Catalog MCP

Exposes schema, lineage, and data-quality trust signals from a SQLite-backed catalog as MCP tools, enabling AI agents to answer grounded questions about datasets without hallucinating.

mcp-opencages

Enables forward and reverse geocoding using the OpenCage API, allowing conversion between addresses and coordinates.

solar-mcp

MCP server for space weather and HF propagation conditions — live solar flux, Kp index, DSCOVR solar wind, X-ray flux, alerts, 27-day forecast, and band-by-band outlook through any MCP-compatible AI assistant.

Porto Bank MCP

Enables natural language queries about Porto Bank accounts via Open Finance, including balances, statements, credit card bills, and investments, using Claude, ChatGPT, and AI agents.

safe-agent-mcp

Enables any MCP client to execute DeepSeek Harness agents and shell commands through standard MCP tools, bridging multi-agent capabilities with sandboxed execution.