Discover Awesome MCP Servers

io.github.Optisol-Business/db-metadata-extractor-mcp

Enables extraction and querying of database schema metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, and Oracle databases, saving results locally for analysis.

PDF Extraction MCP Server

Enables Claude to extract text and metadata from PDF files via URL or base64 encoding. Supports optional bearer token authentication and can be deployed as a custom connector on claude.ai.

Singapore LTA MCP Server

MCP server to access Singapore's LTA data

@nvanexan/figma-mcp

Enables extraction of design context from Figma files as CSS-like properties and provides tools to render Figma nodes as images. It integrates with AI agents via the Model Context Protocol to facilitate design-to-code workflows by providing layout, style, and typography information.

Mailchimp MCP

Mailchimp MCP Server - Access Mailchimp data from Claude via MCP.

youtube-mcp

Extracts and processes YouTube video content including transcripts, metadata, comments, and channel information for LLMs.

Haloscan MCP Server

An MCP server that integrates with the Haloscan SEO API to provide tools for keyword research, SERP analysis, and domain performance tracking. It enables users to perform comprehensive SEO tasks, including competitor analysis and visibility monitoring, within MCP-compatible clients.

Synesthesia

Downloads audio from YouTube, analyzes with Essentia for BPM, mood, energy, spectrograms, and fetches synced lyrics from LRCLIB.

ui-test-generation-mcp

Provides comprehensive UI test automation capabilities including intelligent test creation, test healing, and manual test conversion through browser automation using Playwright.

mcp-dev-utils

A lightweight MCP server providing everyday developer utilities such as JSON formatting, UUID generation, Base64 conversion, HTTP status lookup, and Unix timestamp conversion as tools and resources.

my-mcp-server

A TypeScript MCP server boilerplate providing example tools and resources for rapid development of custom Model Context Protocol servers.

Messages MCP Server

A Model Context Protocol server that provides access to messages from an external API endpoint using Bearer token authentication for integration with Claude Desktop.

Lithuanian Financial Regulation MCP

Enables querying Lithuanian financial regulation data, including regulations, enforcement actions, and requirements from the Bank of Lithuania, via MCP-compatible clients.

ai-price-index-mcp

Enables coding agents to query AI model API prices, including historical point-in-time lookups with cited sources, using a bundled dated dataset and requiring no API keys.

MCP Nano Banana

Enables image generation using the Google Gemini API through a simple text prompt. Generated images are saved locally and hosted online via ImgBB for easy access and sharing.

FRED API MCP Server

Integrates the FRED (Federal Reserve Economic Data) API with MCP, enabling AI assistants to retrieve economic time series data such as GDP, inflation, and interest rates.

Microsoft 365 MCP Server

A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph API.

ADB MCP Server

A TypeScript-based bridge between AI models and Android device functionality, enabling interaction with Android devices through ADB commands for tasks like app installation, file transfer, UI analysis, and shell command execution.

GitHub MCP Bridge

A Model Context Protocol server that enables AI agents to securely access and interact with GitHub Enterprise data, providing access to enterprise users, organizations, emails, and license information.

NASA SciX MCP Server

Enables LLMs to search astronomical literature, retrieve paper metadata, analyze citation metrics, and export bibliographic data via the NASA Astrophysics Data System (SciX) API.

Kimi Memory MCP

为Kimi Code CLI提供持久化记忆系统，支持文件学习、智能检索和混合存储，让大模型拥有长效记忆能力。

SOMA

Agent marketplace with human concierge. Submit service requests in natural language, get quoted in sats, pay via Lightning Network. 3 MCP tools: submit_request, check_status, list_services.

Fetch

Web content fetching and conversion for efficient LLM usage

K-MCP: Kali Model Context Protocol Server

Connects AI assistants to a Kali Linux terminal for executing security tools, managing interactive shell sessions, and performing penetration testing, CTF challenges, and security research tasks.

wso2-bi-salesforce-mcp-server

Enables AI assistants to set up, run, and manage Ballerina + Salesforce integrations inside a WSO2 Integrator workspace, providing 18 tools for OAuth2 token acquisition, project scaffolding, building, deploying, and stopping the integration service.

memory-bridge

Cross-project memory sharing for Claude Code and Cowork. Stop teaching Claude the same thing twice.

阿里云 OpenAPI MCP Server

远程MCP服务，通过Model Context Protocol为AI应用提供阿里云数万个OpenAPI的无缝集成，支持Terraform、多账号、自定义OAuth等能力。

ibmi-mcp-server

An MCP server that enables AI assistants to interact with IBM i AS/400 source members for source code management, compilation, and development workflows.

WeatherXM Pro MCP Server

Provides comprehensive access to real-time weather data, forecasts, historical data, and weather alerts from the WeatherXM decentralized weather network worldwide.