Discover Awesome MCP Servers

Elasticsearch MCP Server by CData

Elasticsearch MCP Server by CData

Image Converter MCP Server

Enables conversion between multiple image formats including JPG, PNG, WebP, GIF, BMP, TIFF, SVG, ICO, and AVIF with quality control and batch processing capabilities.

MCP MySQL Server

Enables interaction with MySQL databases (including AWS RDS and cloud instances) through natural language. Supports database connections, query execution, schema inspection, and comprehensive database management operations.

Meraki Magic MCP

A Python-based MCP server that enables querying Cisco's Meraki Dashboard API to discover, monitor, and manage Meraki environments.

Walutomat MCP Server

Provides tools for managing wallet operations, transfers, and currency exchanges through the Walutomat platform, including balance checking, transfers, and market operations.

RAG Application

一个集成了 MCP 服务器的检索增强生成 (RAG) 应用的演示。

Cursor Rust Tools

一个 MCP 服务器，用于让 Cursor 中的 LLM 访问 Rust Analyzer、Crate 文档和 Cargo 命令。

Loki MCP Server

An MCP server for querying Grafana Loki directly with a discovery-first workflow — labels, values, series, and LogQL queries without requiring Grafana.

MCP Browser Logger

An MCP server that captures browser console logs and network requests via the Chrome DevTools Protocol. It allows users to monitor real-time logs, inspect network traffic, and execute JavaScript code directly in the browser context.

Canon Camera MCP

A minimal server for controlling Canon cameras remotely via the Canon Camera Control API, using FastMCP for streamable HTTP transport.

mcp-database-server

A modular MCP server that enables interaction with multiple database types including PostgreSQL, MySQL, SQLite, Redis, MongoDB, and LDAP. It provides tools for executing queries, managing SQL commands, and exploring database schemas with configurable read-only security.

MCP Prompt Optimizer

This MCP server provides research-backed prompt optimization tools and professional domain templates designed to improve AI performance through strategies like Tree of Thoughts and Medprompt. It enables users to analyze, auto-optimize, and refine prompts using advanced reasoning patterns and safety-critical alignment techniques.

TAKO MCP Server for Okta

Enables AI assistants to securely query and manage Okta resources for IAM and security administration. It supports dual-mode operation for standard tool interaction or autonomous agent workflows with sandboxed code execution.

random-number-server

An MCP server that generates random numbers by using national weather data as entropy seeds. It provides a unique way to generate random values through weather API integration within the Model Context Protocol.

Amazon Business Integrations MCP Server

Provides AI-enabled access to Amazon Business API documentation, sample code, and troubleshooting resources. Enables developers to search and retrieve API documentation, generate integration code, and get guided solutions for common errors during the API integration process.

PinePaper MCP Server

Enables AI assistants to create and animate graphics in PinePaper Studio using natural language, supporting text, shapes, behavior-driven animations, procedural backgrounds, and SVG export.

Anonymix MCP

Provides local anonymization of Czech legal documents by replacing sensitive entities with pseudonyms to ensure privacy during LLM interactions. It allows users to safely process documents like contracts and judgments by keeping original data offline and facilitating local deanonymization.

HaloPSA MCP Server

Enables AI assistants to interact with HaloPSA data through secure OAuth2 authentication. Supports SQL queries against the HaloPSA database, API endpoint exploration, and direct API calls for comprehensive PSA data analysis and management.

Cirvoy-Kiro MCP Integration

Enables seamless task synchronization between Kiro IDE and the Cirvoy project management platform. It provides tools to create, list, and update tasks directly within the IDE using the Model Context Protocol.

SpherePay MCP Server

Enables users to manage the SpherePay payment platform, including customer onboarding, bank and wallet management, and cross-chain transfers. It provides tools for executing financial workflows, tracking transfers, and configuring virtual accounts for fiat-to-stablecoin conversions.

Substack MCP Server

Enables interaction with Substack publications through natural conversation, allowing users to create posts with cover images, publish notes, manage content, and retrieve profile information.

Debug MCP Server

Enables AI-powered debugging through structured logging with pattern recognition and intelligent analysis. Allows applications to write structured logs and receive actionable debugging insights based on error patterns and frequency analysis.

Weather MCP Server

Provides weather forecasts and alerts for US locations using the National Weather Service API. Features secure access via GitHub authentication and supports coordinate-based forecasts and state-specific weather alerts.

stacksfinder-mcp

Tech stack recommendations for developers. Deterministic 6-dimension scoring across 30+ technologies. 4 free tools, Pro features with API key.

MyWeight MCP Server

A server that connects to the Health Planet API to fetch and provide weight measurement data through any MCP-compatible client, allowing for retrieval and analysis of personal weight records.

Uber External Ads API MCP Server

Enables users to manage Uber advertising campaigns through natural language by providing access to Uber's External Ads API. Supports campaign creation, retrieval, updating, and deletion with comprehensive filtering and configuration options.

The Investor Har Store

An MCP server that lets AI agents autonomously buy physical hats using USDC on Base — no credit card, no checkout, no human required. Browse the catalog, get a real-time shipping quote, send crypto, and we ship the hat.

Browse Together MCP

与你的 AI 共同浏览，在你编辑代码时。一个带有头部的、由 Playwright 控制的浏览器，以及配套的 MCP 服务器。

Bubble MCP

Enables AI assistants to interact with Bubble.io applications through the Model Context Protocol for data discovery, CRUD operations, and workflow execution. It provides a standardized interface for managing Bubble database records while respecting privacy rules and security configurations.

Finizi B4B MCP Server

Enables AI assistants to interact with the Finizi B4B platform through 15 comprehensive tools for managing business entities, invoices, vendors, and products. Features secure JWT authentication, automatic retries, and comprehensive business data operations through natural language commands.