Discover Awesome MCP Servers

Echo MCP Server

A simple demonstration MCP server that provides an echo tool and resource for learning how to build MCP servers. Serves as a starting point and template for creating custom MCP server implementations.

Consult7

Enables AI agents to analyze large codebases and document collections by consulting large context window models (up to 2M tokens) via OpenRouter when files exceed the current agent's context limits.

Parquet MCP Server

Enables querying, modifying, and managing Parquet files with CRUD operations, semantic search, audit logging, and rollback capabilities for structured data storage.

SQLite MCP Server

A Model Context Protocol server that enables AI assistants to interact with SQLite databases by connecting to database files, listing tables, describing schemas, and executing queries.

Flight Simulator MCP Server

A comprehensive airline booking operations server that enables users to search flights, create bookings, check-in, select seats, track flights, and manage loyalty programs through natural language interactions.

MATLAB MCP Server

Allows execution of MATLAB code from Python using the MATLAB Engine API, enabling a shared MATLAB session across multiple requests for seamless integration with Claude Desktop.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript, with example tools (calculator, greet) and resources (server info) pre-implemented.

Postman Tool Generation Server

An MCP server that generates AI agent tools from Postman collections and requests. This server integrates with the Postman API to convert API endpoints into type-safe code that can be used with various AI frameworks.

Drand

drand-mcp-server is a service that provides verifiable random numbers for model-driven processes in AI applications, supporting the acquisition of random numbers by time or round.

Rember

A Model Context Protocol server that allows Claude to create flashcards for Rember, helping users study and remember information through spaced repetition reviews.

MCP Scrcpy Vision

Provides AI agents with real-time vision and control over Android devices through screen streaming, UI automation, and fast input control via scrcpy protocol.

Time Conversion Assistant

mcp server with amazon bedrock agent

Linear Regression MCP

An MCP server that enables Claude to train a linear regression model by simply uploading a CSV file, handling the entire ML pipeline from data preprocessing to model evaluation.

Blender MCP Server

A lightweight HTTP server that exposes Blender's camera system for real-time image capture and scene interaction from external applications.

MCP Console Automation Server

Enables AI assistants to fully interact with console applications, monitor output, detect errors, and automate terminal workflows across multiple sessions. Similar to how Playwright works for web browsers but for command-line interfaces.

fpl-server

MCP server for FPL

network-mcp

Provides AI assistants with direct access to multi-vendor network devices for tasks like configuration management, health checks, and topology discovery through 35 specialized tools. It enables natural language control over platforms including Cisco, Juniper, and Nokia using SSH, NETCONF, and SNMP protocols.

Accessibility MCP Server

Provides comprehensive accessibility auditing tools for websites using axe-core, Lighthouse CLI, and WAVE API. Returns deterministic, WCAG-mapped results with selectors and DOM context for remediation.

Salesforce Einstein MCP Server by CData

This read-only MCP Server allows you to connect to Salesforce Einstein data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

mcp-server-weather-test

mcp-server-weather-test

MCP Tools Suite

Comprehensive toolkit for managing Model Context Protocol (MCP) servers

Giphy MCP Server

This is an auto-generated Multi-Agent Conversation Protocol server that enables interaction with the Giphy API, allowing users to access and use Giphy's GIF services through natural language commands.

PokéBattle AI Strategist

An intelligent Pokémon battle strategy assistant that provides strategic recommendations, type effectiveness analysis, and competitive insights through conversational AI powered by Algolia search.

LinkedIn MCP Assistant

LinkedIn MCP Assistant

For Five Coffee MCP Server

Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.

MyAIGist MCP

A local document intelligence and knowledge management server for Claude Desktop that provides RAG-powered Q\&A, media transcription, and URL crawling. It features 11 tools for processing various file types and managing a persistent local vector store with zero infrastructure costs.

JSON MCP Boilerplate

A starter template for building MCP (Model Context Protocol) servers with TypeScript support. Provides a clean foundation with example tools, resources, and prompts for creating custom integrations with Claude, Cursor, or other MCP-compatible AI assistants.

PostgreSQL MCP Server (Model Context Protocol)

FastMCP Based MCP Server to Control Postgres

MaxKB

💬 MaxKB is a ready-to-use RAG chatbot that features robust workflow and MCP tool-use capabilities. It supports a wide range of mainstream large language models (LLMs), including DeepSeek-R1, Llama 3.3, OpenAI, among others.

Apple Shortcuts MCP Server

Enables the generation, management, and validation of Apple Shortcuts (.shortcut files) by providing tools to search actions and build control flow blocks. It allows users to programmatically create and analyze shortcut structures for deployment on iOS and macOS devices.