Discover Awesome MCP Servers

LangExtract MCP Server

A FastMCP server that enables AI assistants to extract structured information from unstructured text using Google's langextract library through a secure, optimized Model Context Protocol interface.

mcp-db-server

An MCP server that exposes relational databases (PostgreSQL/MySQL) to AI agents with natural language to SQL query support.

mcp-server-osascript

Secure AppleScript execution for AI applications via Model Context Protocol with configurable security profiles and automatic TCC permission handling.

minimax-mcp

Provides web search, image understanding, text-to-speech, and image generation tools via the MiniMax API.

MCP Apple Notes

Enables AI assistants like Claude to search and reference your Apple Notes using semantic search and RAG capabilities, with fully local execution and no API keys required.

mcp-jsdelivr

Provides JSDelivr CDN statistics and package information for npm packages and GitHub repositories, enabling queries on request counts, bandwidth, file listings, and version resolution.

Aerospace MCP

Enables flight planning and aviation operations through intelligent airport resolution, great-circle route calculation, and aircraft performance estimation. Supports 28,000+ airports worldwide and 190+ aircraft types for comprehensive flight planning via natural language.

mcp-ts-template

A production-ready template for building Model Context Protocol servers in TypeScript. It provides an example tool, resource, and prompt with a clean separation of transport, registration, and domain logic.

MAX Exchange MCP Server

Enables AI assistants to trade cryptocurrencies and manage accounts on MAX Exchange through natural language. Supports spot and margin trading, market data queries, order management, and wallet operations including deposits, withdrawals, and M-wallet lending.

moo-tasks

MCP server for agentic task orchestration and management, enabling AI agents to create goals, plan tasks with acceptance criteria, track dependencies, request human input, and provide proof of completion.

start-infinity-mcp-server

Enables LLMs to manage StartInfinity boards using natural language by translating human-readable names into internal identifiers.

DevStandards MCP Server

Provides AI agents with access to 284+ development best practices, security guidelines, and coding standards across multiple languages and frameworks including comprehensive Drupal standards and OWASP Top 10 vulnerabilities.

witch-journey-mcp

Enables AI assistants to control the game 'Witch's Apocalyptic Journey' through in-game automation, providing tools for UI interaction, state inspection, and decision planning.

Loan MCP Server

A production-grade MCP server for a Loan Management System backed by Microsoft Dataverse, exposing read and analytics tools for loan applications.

Document Q&A MCP Server

Enables users to ingest PDF/DOCX/TXT/MD documents and ask natural language questions about them, using local embeddings and Groq-powered retrieval-augmented generation.

code-intel-mcp

MCP server that gives AI agents deep code understanding across multiple git repositories, combining git lifecycle management, Zoekt-based trigram code search, and cross-repo dependency analysis.

vmd-mcp

Drive VMD headlessly from any MCP client to analyze structures and trajectories, and ray-trace publication-quality images with no display.

meMCP - Memory-Enhanced Model Context Protocol

A persistent memory system for Large Language Models (LLMs) that enables continuous learning and knowledge retention across sessions through the Model Context Protocol (MCP).

dino-mcp

A production-grade MCP server with interactive HTML dashboard UI for exploring dinosaur facts, data, and filtering, written in Go.

IBM Code Engine MCP Server

MCP server for IBM Code Engine — build, push, and deploy containers from Cursor, Copilot, Claude, and Cline using natural language.

agentladle-mcp-reoi

Enables AI assistants to perform multi-stage residual income projections, discounting, and enterprise value bridging analysis using standardized financial data inputs.

mcp-currencyformat

Enables number and currency formatting with localization, including grouping, decimals, percentages, and compact notation, using standard ISO 4217 currency codes.

secscan-mcp

MCP server for Cursor that scans codebases for security issues including hardcoded secrets, SAST, vulnerable dependencies, and IaC misconfigurations.

android-reverse-engineering-mcp-server

A Python MCP server that decompiles Android APK/XAPK/JAR/AAR files and extracts HTTP APIs used by the app.

gmail-mcp-server

Enables creating Gmail drafts through a single tool, returning draft URLs for the owner to review and send manually.

Biblioteca Digital MCP

A Model Context Protocol server that implements an interactive digital library with functionality to manage books, search titles, and generate literary reviews.

Memento

Memento is a local-first, LLM-agnostic memory layer. It runs an MCP server over a single SQLite file on your machine, so any MCP-capable AI assistant — Claude Desktop, Claude Code, Cursor, GitHub Copilot, Cline, OpenCode, Aider, a custom agent — can read and write durable, structured memory about you, your work, and your decisions.

ops-toolbox

A dependency-free MCP server providing tools for tailing logs, checking endpoint health, and searching/updating a runbook of past fixes.

contextboundary-gw

Self-hosted MCP gateway that applies deterministic, compiled policy to tool discovery, invocation, and outbound data flow, with no model in the enforcement path. Every decision emits a hash-chained receipt sealed with Ed25519 and verifiable using public keys only.