Discover Awesome MCP Servers

Swarmtrade

a2a escrow and trading

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

Espejo de

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.

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.

mcp-openfoodfacts

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

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).

memorry

A local-first MCP memory server that stores facts in SQLite with FTS5 full-text search, supports projects and pinned records, and optionally syncs to Obsidian, all without external API calls.

edge-tts

An MCP server integrated with Microsoft Edge's high-quality speech synthesis capabilities, supporting multilingual speech generation, audio merging, and cloud storage.

fast-browser-mcp

Adds persistent QA state to browser automation, enabling AI agents to maintain session-scoped artifacts and generate reports across multiple steps.

arena-mcp

Enables interaction with Are.na channels and content through natural language, using the Are.na API.

FIX MCP Server

A production-grade MCP server for FIX protocol trading operations that enables order management, session repair, and algorithmic execution. It provides specialized tools for monitoring session health, managing ticker reference data, and executing complex trading scenarios.

Boston Core MCP

An MCP server that provides safe, read-only access to Boston's open data portal, enabling natural language exploration of civic datasets.

Hands-on MCP (Message Control Protocols) Guide

"MCP básico"

OmniDocs RAG

Enables AI agents to index and search local files, websites, GitHub repos, and packages using hybrid retrieval with reranking, all through IDE chat.

Qwen Video Understanding MCP Server

Enables AI agents to analyze videos and images using Qwen3-VL deployed on Modal, supporting hours-long videos with timestamp grounding, text extraction, video summarization, and Q\&A with 256K context window.

Salesforce MCP Server

Enables AI agents to manage Salesforce leads and permission sets via the MCP protocol.

SmartCLI MCP Server

Exposes SmartCLI's built-in agent tools (file operations, code search, shell commands, web search, memory, and snapshots) as MCP endpoints, allowing external clients to leverage them over stdio or HTTP.

Gemini Image Gen MCP Server

Enables AI image generation, editing, and upscaling via Google Gemini and Imagen models, supporting dynamic model switching and multiple MCP-compatible clients.

farmbot-agent

An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to manage gardening tasks through tools like gantry movement and device status monitoring. It supports executing Lua scripts and core hardware commands like homing and emergency stops via the Model Context Protocol.

safe-runbook-mcp

Enables AI agents to safely inspect and execute version-controlled operational runbooks with policy checks, dry-run planning, and out-of-band approvals.

GitLab API MCP Server

Enables AI assistants to interact with the GitLab API, providing over 1000 tools for managing groups, projects, users, and more through natural language.

mcp-data-texas

Enables searching and querying Texas open data from data.texas.gov via the Socrata SoQL API, supporting dataset discovery, filtering, and metadata retrieval without an API key.

Markdown-To-Notion

An MCP server that converts Markdown content to Notion API-compatible formats, suitable for content management and development integration.

nodemaven-mcp

MCP server that lets AI agents route web requests through NodeMaven residential and mobile proxies, with tools for geo-targeted fetching, proxy checking, and location/usage queries.

wxpush-mcp

Wraps WeChat push capability as MCP tools, allowing users to send WeChat template messages and check health via Claude clients.

mcp-quant-engine

A quantitative finance MCP server providing 24 tools for option pricing, portfolio optimization, risk measurement, fixed income analysis, and utility functions, enabling AI clients to perform professional financial calculations.

@lastbluetape/mcp-server

Enables AI assistants to create, manage, and track punch lists for construction and renovation projects through the LastBlueTape API.