Discover Awesome MCP Servers

DP-MCP Server

A comprehensive Data Platform server that enables seamless integration between PostgreSQL databases and MinIO object storage, with AI-powered natural language query capabilities.

Model Context Protocol Server

A server exposing intelligent tools for enhancing RAG applications with entity extraction, query refinement, and relevance checking capabilities.

Cloud Life Sciences API MCP Server

An MCP Server that provides access to Google Cloud Life Sciences API, enabling users to run biomedical workloads in the cloud through natural language interactions.

ShipStation API MCP Server

Một máy chủ Giao thức Bối cảnh Mô hình toàn diện cho phép người dùng tương tác với ShipStation API để quản lý đơn hàng, lô hàng, hãng vận chuyển, kho hàng, sản phẩm, khách hàng, cửa hàng, webhook và thực hiện đơn hàng thông qua các công cụ có cấu trúc.

GitHub See MCP Server

A server-side implementation that handles context processing between GitHub repositories and AI models, enabling seamless integration of AI capabilities with codebases through the Model Context Protocol.

OAuth MCP Server

A complete OAuth 2.1 server implementation for FastMCP with PKCE support, enabling secure authentication and authorization flows. Provides authorization code exchange, token management, and refresh capabilities for building authenticated MCP applications.

SafetyCulture MCP Server

Gương của

All-Search MCP Server

An MCP server that enables web search and document retrieval capabilities through Tavily API and LangConnect vector database, supporting AI agents in gathering information for comprehensive report generation.

ToolHive - making MCP servers easy and secure

Chạy và quản lý máy chủ MCP một cách dễ dàng và an toàn.

SuiAgentic

A FastAPI-based application that enables document embedding and semantic retrieval using Qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through natural language queries.

FastAPI MCP Server

A high-performance Model Context Protocol (MCP) server designed for large language models, enabling real-time communication between AI models and applications with support for session management and intelligent tool registration.

dev-kit-mcp-server

dev-kit-mcp-server

Novyx MCP

Description: Persistent memory for AI agents with rollback, audit trails, semantic search, and knowledge graph. Zero-config local SQLite or cloud API. 23 tools, 6 resources, 3 prompts.

req-mcp-server

A Bun-based MCP server providing a persistent HTTP request toolset for testing and inspecting JSON APIs. It supports session-aware operations, including cookie persistence, automatic bearer token reuse, and configurable base URLs.

fast-pyairbyte

fast-pyairbyte lets you create a data pipeline in code ,from any Airbyte connector, with a single prompt.

Piazza MCP Server

Enables interaction with Piazza to fetch posts and course information directly through Claude. Users can list configured courses and retrieve recent posts from specific classes via natural language commands.

Railway MCP Server v2

Enables management of Railway infrastructure through 17 tools for managing projects, services, deployments, environment variables, and domains. Supports both modern Streamable HTTP and legacy SSE transports.

file-system-mcp-server

Một máy chủ MCP (Giao thức Ngữ cảnh Mô hình) toàn diện cho các hoạt động hệ thống tệp, cung cấp cho Claude và các trợ lý AI khác quyền truy cập vào các tệp và thư mục cục bộ.

MCP WebAnalyzer

An enterprise-grade Model Context Protocol server for high-performance web analysis that discovers subpages, provides AI-based page summaries, and extracts structured content for RAG using FastMCP and FastAPI.

IPInfo MCP Server

Enables comprehensive IP address intelligence and geolocation lookups through IPInfo's API. Provides 25+ tools for IP geolocation, ASN information, privacy detection, WHOIS lookups, and network analysis with strongly-typed responses.

WebDAV MCP Server

Enables CRUD operations on WebDAV file systems with authentication support, allowing users to manage files and directories through natural language commands. Includes advanced features like file search, range requests, smart editing with diff preview, and directory tree visualization.

ThingsBoard MCP Server

Connect your AI workflows to the ThingsBoard IoT Platform through this MCP server. Enables LLMs to query device telemetry, manage IoT entities (devices, assets, customers), and analyze sensor data - all through natural language. Perfect for building AI-powered IoT monitoring, predictive maintenance,

Tapp Exchange MCP Server

Enables AI agents to interact with Tapp Exchange, a decentralized exchange on Aptos blockchain. Supports pool management, trading operations across AMM/CLMM/Stable pools, liquidity provision, and position tracking through natural language.

Freshservice MCP Server

Enables AI models to interact with Freshservice IT service management platform, allowing automated ticket management, change requests, asset tracking, and solution article operations through natural language commands.

Sequential Thinking MCP Server

Facilitates structured, progressive thinking through defined cognitive stages (Problem Definition, Research, Analysis, Synthesis, Conclusion), enabling users to break down complex problems, track thought progression, and generate summaries of their thinking process.

C++ MCP Server

An MCP server that provides semantic understanding of C++ codebases using libclang, allowing Claude to instantly find classes, functions, and their relationships without having to grep through thousands of files.

Python Weather MCP Server

Enables AI agents to fetch real-time weather data for any location using the OpenWeatherMap API. Demonstrates how to build a simple MCP server that exposes weather information as a tool for LLMs.

GZOO Cortex

Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, and lets you query across projects in natural language with source citations. Provides 4 MCP tools: get_status, list_projects, find_entity, query_cortex.