Discover Awesome MCP Servers

Zhipu AI Image Generator MCP Server

Enables text-to-image generation using Zhipu AI's CogView4 model with support for multiple image sizes (1024x1024, 768x768, 576x1024) and automatic local saving of generated images.

germany-mcp-server

MCP server providing AI agents with access to German government open data. 12 tools across 6 categories: Autobahn traffic, DWD weather, NINA disaster warnings, SMARD energy market, Bundestag parliamentary data, and pollen forecasts. All APIs are free, no keys required.

Malaysian Weather MCP Server

Provides real-time weather forecasts for locations across Malaysia by fetching data directly from MET Malaysia's API. It enables AI assistants to query today's conditions and seven-day forecasts for states, districts, and towns.

ProxmoxMCP-Plus

An enhanced Python-based MCP server that enables complete VM lifecycle management and monitoring of Proxmox virtualization platforms through natural language, with 11 REST API endpoints for seamless integration.

ThinAir Data

Connect any AI to PostgreSQL, MySQL, or SQL Server — 24 dialect-aware tools for query, schema, optimization, and more.

docmcp

docmcp

figma-mcp-go

Figma MCP server with full read/write access via plugin bridge — no API token, no rate limits. 58 tools for design automation: styles, variables, components, prototypes, and content.

Explore MCP

A demonstration MCP server that exposes basic arithmetic tools (add, subtract, ping) through FastAPI and shows how to integrate them with OpenAI's tool-calling API for LLM orchestration.

ShipStation MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for ShipStation (beta): https://www.cdata.com/download/download.aspx?sku=HSZK-V&type=beta

VeChain MCP Server

Enables interaction with the VeChain blockchain network, providing access to documentation search, Thor REST API queries for accounts/transactions/blocks, and wallet management with cryptographic signing capabilities for both Mainnet and Testnet.

mockd

A high-performance, multi-protocol API mock server with 18 built-in MCP tools for managing HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, and SOAP mocks, chaos engineering, stateful CRUD resources, and request verification.

Model Context Protocol .NET Template

Repositori ini berisi templat untuk membuat aplikasi Model Context Protocol (MCP) di .NET.

db-mcp

Server Protokol Konteks Model Basis Data (DB-MCP)

mcp-calculator

An MCP server that integrates the MathJS library to provide AI models with advanced calculation capabilities, including support for complex numbers, matrices, and unit conversions. It supports both stdio and HTTP transports for seamless integration with clients like Claude Desktop and GitHub Copilot.

Jira MCP Server

Connects Jira with Claude, enabling users to search issues, view issue details, update issues, add comments, and retrieve project information through natural language commands.

Unofficial WCA MCP Server

Enables AI assistants to access World Cube Association speedcubing data including world records, competitor profiles, competition information, and championship results. Supports queries about rankings, competition schedules, and detailed speedcubing statistics through natural language.

Azure DevOps MCP Server

Enables interaction with Azure DevOps work items through AI assistants like VS Code/GitHub Copilot. Supports fetching work item details and updating work item statuses using natural language commands.

Notion MCP Server

Auto-generated server that enables interaction with Notion's API through the Multi-Agent Conversation Protocol (MCP), allowing users to programmatically manage Notion workspace content through natural language.

FrameLayoutKit MCP Server

Provides AI-powered assistance for iOS developers using FrameLayoutKit, enabling code generation, Auto Layout conversion to FrameLayoutKit syntax, layout validation, and migration guidance for Swift UIKit projects.

JSON DB MCP Server

Enables users to manage data in a simple JSON file database through MCP tools and REST API. Supports creating, reading, updating, and deleting items organized in collections with auto-generated UUIDs.

Facebook Insights Metrics v23

Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP tools and resources. Features intelligent fuzzy search capabilities and real-time metric discovery for comprehensive Facebook analytics data.

claude-engram

Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via hooks. Mines your full session history for patterns, predictions, and cross-session search.

final-approval

Human-in-the-loop approval gate for AI agents. Your agent calls submit_approval before any irreversible action; a human reviews on a branded page; a signed webhook fires back with the decision.

SAP Ariba MCP Server

Enables retrieving event summaries from SAP Ariba by providing doc_id, user, password_adapter, and realm parameters.

MCP Product Development Lifecycle Server

Enables AI agents to track and manage product development projects through structured 7-phase lifecycles with sprint tracking, role-based collaboration, and multi-project support. Provides phase management, progress tracking, and team coordination tools for complete product development workflows.

MCP SQL Server

Enables interaction with Microsoft SQL Server databases using both SQL Server and Windows Authentication. It supports flexible connection configurations, including read-only modes and encrypted communication for secure data management.

Ransomware Live MCP Server

Ransomware Live MCP Server ✨🔐 (This translates directly, as "Ransomware Live MCP Server" is likely a specific name or term.)

Advanced TTS MCP Server

Provides high-quality text-to-speech synthesis with 10 natural voices, emotion control, and dynamic pacing for professional applications requiring expressive speech output.

OWL-MCP

A Model-Context-Protocol server that enables AI assistants to create, edit, and manage Web Ontology Language (OWL) ontologies through function calls using OWL functional syntax.

koreafilings-mcp

MCP server for koreafilings.com — AI-summarized Korean DART (전자공시) corporate disclosures, paid per call in USDC via the x402 protocol on Base. Tools: get_pricing (free), get_disclosure_summary (0.005 USDC).