Discover Awesome MCP Servers

Calculator MCP Server

A starter template calculator server with tools, resources, and prompts for arithmetic operations, built using TypeScript and Zod validation.

MobusMCP

Search, preview, and analyze datasets from 20+ platforms and millions of datasets via a single MCP connector. Works with Claude instantly

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.

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.

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.

LocalVoiceMode

A local voice interface providing high-performance speech recognition and natural text-to-speech with voice cloning capabilities. It enables AI assistants to speak, listen, and engage in character-based voice conversations through integrated MCP tools.

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.

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.

claude-boardroom

A local MCP server enabling multiple Claude Code and Claude Desktop conversations to exchange messages through a shared SQLite file, with a UI for moderating rooms.

mcp-openfoodfacts

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

Nexla AI Agent

Enables natural language question answering over academic PDFs with grounded answers, exact source attribution, and explicit uncertainty handling.

Wudao Data A-Share Stock MCP Server

悟道数据 Wudao Data 是面向 OpenClaw、Hermes、Claude 和自建 AI Agent 的 A股股票数据 MCP Server，提供市场概览、K线、分时、涨停梯队、板块轮动、资金流向、龙虎榜、研报和盘后复盘等结构化数据工具。它定位为只读数据工具层，用于研究、复盘和市场观察，不执行交易下单。

Fetch API MCP Server

A Model Context Protocol server that enables sending customizable HTTP requests with support for various methods, headers, and data formats, returning parsed responses automatically.

GDScript Code Analyzer

Enables AI assistants to analyze GDScript code structure, extract symbols, functions, and dependencies without reading entire files. Supports efficient navigation and understanding of Godot game engine codebases through tree-sitter parsing.

OmniArchive-MCP

A local daemon that lets AI agents archive web pages to the Wayback Machine in the background, avoiding slow API calls and rate limits.

NexBank MCP Server

MCP server for interacting with NexBank API v2, providing six business tools and supporting Bearer Token or OAuth authentication.

esp32-docs-mcp

An MCP server providing semantic search over ESP32 documentation, including ESP-IDF guides, API references, and Technical Reference Manuals, enabling coding agents to look up ESP32 facts locally with accurate, chip-specific results.

MCP Server

MCPサーバー (MCP sābā)

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.

FinResearch MCP

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

Hands-on MCP (Message Control Protocols) Guide

MCPベーシック (MCP Bēshikku)

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.

Salesforce MCP Server

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

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.

Cashfree MCP Server

Enables AI tools and agents to integrate with Cashfree's payment services (Payment Gateway, Payouts, and SecureID) using the Model Context Protocol, allowing transactions and account management through natural language.

MCP Setup Server

A modular MCP server exposing tools for integrating with services like GitHub, Redash, Jenkins, Figma, Jira, Confluence, Teams, Datadog, PagerDuty, Slack, and Presto, enabling users to manage these platforms through natural language via an MCP client.

agent-treats-mcp

Provides 7 free fun tools (fortune cookie, compliment, fun fact, etc.) for AI agents as a sample tray of the full Agent Treats store.