Discover Awesome MCP Servers

Literature Review MCP Server

An academic paper management tool that enables multi-source research searching, batch PDF analysis, and the generation of comprehensive, cross-literature reviews. It features intelligent token compression and quality evaluation to streamline the literature review workflow for researchers.

mcp2ws

Exposes SOAP-based web services as MCP servers by parsing WSDL files. Enables AI assistants to interact with legacy SOAP/WS-\* web services through the Model Context Protocol.

xgmem

A TypeScript-based MCP server that provides project-specific knowledge graph memory for LLM agents to store and retrieve entities, relations, and observations. It features disk-persistent storage and supports cross-project knowledge sharing to enhance agent long-term memory.

Renpho MCP Server

Provides access to body composition data from Renpho smart scales, enabling users to query weight, BMI, body fat percentage, muscle mass, and other health metrics with trend analysis over customizable time periods.

Claude-NWS Protocol Bridge

Integrates the US National Weather Service API with Claude Desktop to provide real-time weather conditions, forecasts, and detailed weather metrics for any US location through natural language queries.

Notion Direct MCP Server

Enables direct interaction with Notion through the Notion API for searching, creating, reading, and updating pages and databases. Supports core operations like page management, database queries, and block operations without middleware dependencies.

Phalcon MCP Server

Máy chủ MCP tích hợp với BlockSec

Zen MCP Server

Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) for enhanced development capabilities including extended reasoning, collaborative development, code review, debugging, and large context analysis with conversation threading.

langfuse-mcp

MCP server for Langfuse observability. Query traces, debug exceptions, analyze sessions, and manage prompts and datasets for your LLM applications.

UniVoucher MCP Server

Enables interaction with UniVoucher's decentralized crypto gift card protocol across multiple blockchains. Supports querying documentation, retrieving real-time protocol statistics, and creating/redeeming crypto gift cards on networks like Ethereum, Polygon, BSC, and more.

Discogs MCP Server

Máy chủ MCP cho Discogs

Boilerplate MCP Server

A foundation for developing custom Model Context Protocol servers in TypeScript that connects AI assistants with external APIs and data sources using a complete layered architecture pattern.

DBA MCP Server

A multi-vendor database management tool that enables LLMs to query, migrate, and synchronize schemas across SQL engines like PostgreSQL, MySQL, and Oracle. It features persistent knowledge management for storing AI-generated context about database structures and business rules.

MCP Servers (OnePiece & Geolocalizar)

A collection of two MCP servers that enable querying One Piece anime characters and geolocating public IP addresses.

Pleasanter MCP Server

Enables AI assistants to interact with Implem.Pleasanter project management systems, supporting issue management, advanced search, analytics, bulk operations, and team productivity insights through natural language.

Kontxt MCP Server

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) kết nối các ứng dụng AI với các kho lưu trữ mã cục bộ, sử dụng Gemini 2.0 Flash để phân tích cơ sở mã và tạo ra bối cảnh mục tiêu dựa trên các truy vấn của người dùng.

Node Code Sandbox MCP

A secure Node.js execution environment that allows coding agents and LLMs to run JavaScript dynamically, install NPM packages, and retrieve results while adhering to the Model Control Protocol.

LeanIX MTM MCP Server

Enables read-only access to LeanIX Multi-Tenant Management (MTM) API data through 29 tools. Supports querying accounts, workspaces, users, permissions, contracts, instances, events, technical users, domains, identity providers, custom features, and labels with filtering and pagination.

Shopify MCP Server

Shopify MCP Server

Tripletex MCP Server

Enables AI assistants to interact with the Tripletex accounting API to manage time tracking, projects, and timesheet approvals through natural language. It also supports searching and managing outgoing invoices and processing supplier invoice approvals.

Cloud Monitoring API Server

An MCP server that provides access to Google Cloud Monitoring API, enabling interaction with cloud resources monitoring data through natural language commands.

Typecast API MCP Server

Cho phép tích hợp liền mạch với Typecast API thông qua Giao thức Ngữ cảnh Mô hình (Model Context Protocol), cho phép các ứng dụng quản lý giọng nói, chuyển văn bản thành giọng nói và phát âm thanh theo một cách tiêu chuẩn hóa.

GitLab Code Review MCP Server

Enables AI assistants to interact with GitLab merge requests, review code changes, search projects, and create draft comments for code review workflows.

Meta MCP Proxy

A flexible proxy that enables discovery and execution of tools across multiple Model Context Protocol (MCP) servers and JavaScript functions, reducing context size even when dealing with hundreds of tools.

BioMCP

Cung cấp cho các LLM khả năng truy cập có cấu trúc vào các cơ sở dữ liệu y sinh quan trọng, bao gồm PubTator3 (PubMed/PMC), ClinicalTrials.gov và MyVariant.info thông qua Giao thức Ngữ cảnh Mô hình.

AppSignal MCP Server

A Model Context Protocol server that connects to AppSignal, allowing users to fetch, list, and analyze incident information from their AppSignal monitoring.

RateMySupervisor_MCP

An MCP server that provides access to supervisor evaluations and ratings from urfire.com, allowing users to query academic advisors by name, university, or department. It features intelligent fuzzy matching for supervisor names in both Chinese and Pinyin to ensure accurate search results.

ForIT Microsoft Graph

Provides direct access to Microsoft Graph API with multi-tenant account management, allowing users to interact with Microsoft 365 services across multiple tenants through a single flexible graph-request tool.

mcp-finnish-companies

Provides access to the Finnish company registry (PRH/YTJ) to search for businesses and retrieve detailed information using Business IDs. It enables users to perform industry-specific searches and track recent company registrations through official government open data.